Generated by Rank Math SEO, this is an llms.txt file designed to help LLMs better understand and index this website. # Innovation Incubator ## Sitemaps - [XML Sitemap](https://innovationincubator.com/sitemap_index.xml): Includes all crawlable and indexable pages. ## Posts - [How AI Can Improve Elder Care In Kerala: What Kerala Can Learn from Japan and Sweden](https://innovationincubator.com/how-ai-can-improve-elder-care-in-kerala-what-kerala-can-learn-from-japan-and-sweden/): Consider a situation that is becoming increasingly familiar in Kerala. An older adult continues to live independently while their children work in another state or abroad. The family calls regularly, a neighbour checks occasionally and a local healthcare worker may visit when required. However, no one immediately notices a missed medicine, an unusual change in movement, a minor fall, increasing confusion or several days of social withdrawal. - [Where AI Can Create Real Value in Kerala Real Estate](https://innovationincubator.com/where-ai-can-create-real-value-in-kerala-real-estate/): This is where artificial intelligence can create real value in Kerala real estate. - [Kerala is Aging: Can AI Help People Age Better](https://innovationincubator.com/kerala-is-aging-can-ai-help-people-age-better/): This concept is known globally as "Aging in Place." - [Aging in Place in 2026: Technology, Care Models, and the Future of Senior Care](https://innovationincubator.com/aging-in-place-in-2026-technology-care-models-and-the-future-of-senior-care/): Aging in place in 2026 refers to older adults remaining in their own homes safely and independently, supported by technology, caregiver coordination, and home-based medical care instead of moving to assisted living or nursing homes. - [Telecom Churn Prediction with AI: Transforming Retention, Cybersecurity, and Call-Center Operations](https://innovationincubator.com/telecom-churn-prediction-with-ai-transforming-retention-cybersecurity-and-call-center-operations/): Telecom churn prediction with AI is no longer just an experiment—it’s a competitive necessity in today’s digital-first market. As the telecom industry evolves, retaining customers has become just as important as acquiring them. Traditional models often fail to detect subtle signs of customer dissatisfaction, leaving operators vulnerable to high churn rates. With AI-driven churn prediction, telecom providers can proactively identify at-risk customers, deliver personalized retention strategies, and improve long-term loyalty. But the impact of AI goes beyond churn—it is redefining cybersecurity and call-center efficiency, creating a holistic transformation across the industry. - [How AI Shapes the Modern Omnichannel Contact Center](https://innovationincubator.com/how-ai-shapes-the-modern-omnichannel-contact-center/): An AI-native approach transforms the modern omnichannel contact center into a hub for proactive, predictive, and personalized customer experiences. Platforms have matured beyond being simple telephony replacements — today, they are orchestration hubs that unify data, workflows, and AI to deliver end-to-end customer experiences. In industries like telecom, where millions of customers demand real-time assistance, the shift from reactive service to predictive, AI-powered engagement is especially critical. - [When an UPDATE Isn’t Really an Update: MySQL vs PostgreSQL (A Deep Dive into the I/O Reality)](https://innovationincubator.com/mysql-vs-postgresql/): “Wait — doesn’t SSD copy it to a new location anyway? Shouldn’t the index change?” - [PropMix announces Prospektr Engage for Realtors and Loan Officers](https://innovationincubator.com/propmix-announces-prospektr-engage-for-realtors-and-loan-officers/): PropMix.io, one of the pioneers in AI for real estate, has announced the launch of a new edition of Prospektr.ai to help realtors and loan officers recapture business from their past clients. Prospektr Engage enables a free online home management software for homeowners to manage their home finances, home improvements, and documents. - [PropCruncher.ai Launches AI-Powered Real Estate Investment Analysis Platform](https://innovationincubator.com/propcruncher-ai-launches-ai-powered-real-estate-investment-analysis-platform/): PropCruncher.ai, an innovative AI-driven platform designed to empower real estate agents, brokers, and investors with unparalleled market insights, today announced its official launch in the Chicago metropolitan area. This marks the first step in the company’s strategic expansion across major U.S. metro markets, promising to transform how real estate professionals identify and capitalize on lucrative opportunities. - [PropMix Unveils Appraisal Assistant – The AI Agent Poised to Revolutionize Real Estate Appraisals](https://innovationincubator.com/propmix-unveils-appraisal-assistant-the-ai-agent-poised-to-revolutionize-real-estate-appraisals/): NEW YORK, NY / August 6, 2025 / – PropMix.io LLC, a leading innovator in AI-driven real estate valuation technologies, today announced the release of its groundbreaking platform, Appraisal Assistant – an intelligent AI agent built to serve as a virtual assistant to real estate appraisers. Designed to combine deep expertise in regulatory standards with real-time task execution, Appraisal Assistant marks a new era in the appraisal industry, disrupting traditional workflows and elevating the quality of valuations nationwide. - [Context Prompting: The Ultimate Guide to Effective AI Communication](https://innovationincubator.com/context-prompting-the-ultimate-guide-to-effective-ai-communication/): In the rapidly evolving landscape of artificial intelligence, the way we communicate with AI systems has become a critical skill that determines the quality and relevance of the responses we receive. Context prompting has emerged as one of the most powerful techniques for maximizing the effectiveness of AI interactions, whether you're working with large language models like GPT, Claude, or other AI systems. - [A Hidden Pattern in Prime Numbers: Should We Be Worried About Digital Security?](https://innovationincubator.com/a-hidden-pattern-in-prime-numbers-should-we-be-worried-about-digital-security/): They found that prime numbers, which we've always thought were hopelessly unpredictable, actually follow a hidden pattern tied to something called integer partitions. - [Agentic AI: The Next Frontier in Autonomous Intelligence](https://innovationincubator.com/agentic-ai-the-next-frontier-in-autonomous-intelligence/): In 2025, Agentic AI stands at the forefront of artificial intelligence innovation, promising systems that not only process data but act autonomously on their own behalf to achieve complex goals. Unlike traditional AI models—which require humans to structure tasks step by step—agentic systems can take initiative, reason about objectives, plan multi-stage operations, and adapt dynamically to new information. This shift—from reactive to proactive intelligence—has profound implications for industries across the board, from manufacturing floors to boardrooms. - [Why JSON is Data-Heavy Compared to RPC with Binary Transmission](https://innovationincubator.com/why-json-is-data-heavy-compared-to-rpc-with-binary-transmission/): In the world of APIs and microservices, JSON is everywhere. It's simple, human-readable, and works with virtually every programming language out there. But when you think about it, relying on a human-readable format for data exchange can seem a bit odd—especially when performance and data efficiency are what really matter. When you're operating at scale, JSON can quickly turn into a bottleneck. - [The Future of Elderly Healthcare Through AI-Led Digital Interventions](https://innovationincubator.com/the-future-of-elderly-healthcare-through-ai-led-digital-interventions/): By 2030, more than 1.5 billion people worldwide—nearly one in six—will be over the age of 65 (UN data). This rapidly aging population is already placing immense pressure on healthcare systems. From the surge in chronic diseases to rising hospitalization rates, elderly care is becoming increasingly complex and costly. - [Building Real-Time Conversational AI Agent for Telecom using LiveKit with Amazon Bedrock and Nova Sonic](https://innovationincubator.com/building-real-time-conversational-ai-agent-for-telecom-using-livekit-with-amazon-bedrock-and-nova-sonic/): Voice is the most natural interface for human communication. The ability to talk, listen, and respond in real time distinguishes human interactions and represents the next evolution in how telecom providers engage with subscribers, from troubleshooting connectivity issues to handling billing queries. As AI capabilities rapidly advance, the frontier lies in enabling intelligent, real-time voice conversations within applications and services. - [Leveraging Digital Twin Technology for Zero-Touch Network Operations in 5G and Beyond](https://innovationincubator.com/leveraging-digital-twin-technology-for-zero-touch-network-operations-in-5g-and-beyond/): With 5G, telecom operators provide dedicated virtual networks (slices) for different applications—like emergency services vs. IoT devices. A Digital Twin can simulate these slices before deployment, predict performance bottlenecks, and manage automated provisioning. - [Securing the Digital Lifeline: The Urgent Need for Telecom Cyber security](https://innovationincubator.com/securing-the-digital-lifeline-the-urgent-need-for-telecom-cyber-security/): In an era defined by seamless connectivity and the proliferation of digital services, the telecom industry stands as a critical infrastructure underpinning modern society. From mobile communications to broadband internet and the burgeoning Internet of Things (IoT), telecom networks are the lifeblood of our digital world. However, this interconnectedness also presents a vast attack surface for cybercriminals, making robust cybersecurity a paramount concern. This blog post delves into the intricacies of cybersecurity in the telecom sector, exploring its fundamental principles, best practices, and the evolving threat landscape. - [Building a Real-Time Audio Chatbot with Twilio, FastAPI, and Google Gemini’s Multimodal Live API](https://innovationincubator.com/building-a-real-time-audio-chatbot-with-twilio-fastapi-and-google-geminis-multimodal-live-api/): In the realm of conversational AI, real-time audio bots are becoming increasingly relevant. Whether you’re building customer support systems, voice-activated services, or interactive hotlines, combining a powerful AI model with robust telephony services can provide a seamless and engaging user experience. The challenges of the current ecosystem of audio bots are they tend to be rigidly configured, limiting their adaptability and making them less effective in dynamic scenarios. Moreover, their responses often come across as overly robotic, impacting user engagement and overall effectiveness. Additionally, they frequently fail to capture and react to a customer’s tone, compromising the quality of the interaction. For example, if a user needs the bot to slow down so they can note down important information, most existing systems are unable to adjust their response style accordingly, leading to frustration and reduced satisfaction. - [Harnessing Generative AI for Automated Superset Report Generation](https://innovationincubator.com/harnessing-generative-ai-for-automated-superset-report-generation/): Generative AI is revolutionizing how we interact with data, simplifying complex workflows such as SQL query generation and report visualization. In this article, we will explore a step-by-step approach to leveraging Generative AI for automated Superset report generation. We'll cover environment setup, AI-based query generation, execution in Superset, and automation of the reporting process. - [The AI Takeover: Transforming Telecommunications Like Never Before](https://innovationincubator.com/the-ai-takeover-transforming-telecommunications-like-never-before/): This blog delves into the multifaceted impact of AI in telecommunications industry, exploring its diverse applications, the driving forces behind its adoption, and the exciting future it promises. - [AI in Healthcare: What the Future Holds for Patient Care and Medical Research](https://innovationincubator.com/ai-in-healthcare-what-the-future-holds-for-patient-care-and-medical-research/): Artificial intelligence (AI) is rapidly transforming industries worldwide, and healthcare is no exception. From accelerating diagnosis to personalizing treatment plans, AI’s potential to enhance patient care and streamline operations is immense. As technology continues to evolve, understanding the future of AI in healthcare becomes crucial for industry professionals seeking to stay ahead of the curve. - [Remote Patient Monitoring: Bridging the Gap in Accessibility](https://innovationincubator.com/remote-patient-monitoring-bridging-the-gap-in-accessibility/): The healthcare landscape is undergoing a digital transformation, and Remote Patient Monitoring (RPM) is at the forefront of this evolution. As the demand for accessible and efficient care grows, RPM provides a revolutionary way to monitor patients’ health from a distance, enabling timely interventions and reducing the strain on traditional healthcare systems. This blog delves into the role of Remote Patient Monitoring in bridging the accessibility gap, its benefits, challenges, and its transformative potential. - [The Role of AI Agents in Telecom: Revolutionizing the Industry](https://innovationincubator.com/the-role-of-ai-agents-in-telecom-industry/): The telecommunications industry is undergoing a massive transformation, with AI agents in telecom driving unprecedented innovation and efficiency. From enhancing customer experience to optimizing network operations, these intelligent systems are reshaping how telecom providers deliver services, reduce costs, and adapt to a rapidly evolving digital landscape. - [The Future of Artificial Intelligence in Healthcare](https://innovationincubator.com/the-future-of-artificial-intelligence-in-healthcare/): The promise of artificial intelligence in healthcare lies in its ability to analyze vast amounts of data quickly, enhance decision-making, and ultimately improve patient outcomes. AI is poised to reshape healthcare, bringing innovations that could address some of the sector's most pressing challenges, such as staff shortages, rising costs, and the need for personalized care. - [The Five Functional Areas of Network Management in Telecommunication](https://innovationincubator.com/the-five-functional-areas-of-network-management-in-telecommunication/): Effective network management is crucial for ensuring smooth operations, optimal performance, and the security of telecommunication systems. With the increasing complexity of telecom networks—driven by technological advancements like 5G, IoT, and cloud services—understanding the different functional areas of network management has never been more critical. This blog delves into the five core functional areas of network management in telecommunication, helping you gain a deeper understanding of how these components work together to maintain the efficiency and stability of telecom networks. - [Telecom Network Inventory Management Software: Optimizing Network Operations for the Future](https://innovationincubator.com/telecom-network-inventory-management/): In the fast-paced world of telecommunications, managing complex and expansive network infrastructures efficiently is critical. Telecom network inventory management software is pivotal in streamlining operations, ensuring real-time visibility, and reducing operational costs. With telecommunication networks constantly evolving and expanding, having a robust inventory management system is more important than ever. In this blog, we’ll explore the key benefits of telecom network inventory management software and how it supports the operational needs of modern telecom networks while highlighting Innovation Incubator’s contributions to the field. - [The Benefits of AI Native Network Fault Management in Telecommunications](https://innovationincubator.com/benefits-of-fault-management-in-telecom/): In the dynamic and ever-evolving telecommunications industry, ensuring the resilience and reliability of networks is crucial. With the advent of artificial intelligence (AI), network fault management in telecommunications have seen a significant transformation. AI native fault management in telecommunication networks leverages advanced algorithms and machine learning to enhance the detection, diagnosis, and resolution of network issues. This blog will explore the benefits of integrating AI into network fault management, emphasizing how it revolutionizes telecommunication networks and why Innovation Incubator is at the forefront of this technological advancement. - [What is Google VideoPoet AI and how does it work?](https://innovationincubator.com/what-is-google-videopoet-ai-and-how-does-it-work/): What is Google VideoPoet AI and how does it work? - [The best Large Language Models in 2023 : The Cutting Edge of AI](https://innovationincubator.com/the-best-large-language-models-in-2023-the-cutting-edge-of-ai/): Large language models (LLMs) are a type of artificial intelligence (AI) that  can be used to process and generate multimodal data, including images, videos, and other types of multimedia. This is done by training the LLM on a massive dataset of multimodal data, which allows it to learn the relationships between different modalities. This enables the LLM to perform a wide range of tasks, including: - [Explore Unique Free Font Websites](https://innovationincubator.com/explore-unique-free-font-websites/): While the design world is filled with countless fonts, the price tag attached to many premium options can be prohibitive. Fortunately, these unique free font websites offer a diverse selection of typefaces for all your creative needs. Whether you're a graphic designer, a web developer, or an amateur artist, these resources empower you to access high-quality fonts without breaking the bank. So, dive into the font wonderland, explore, experiment, and elevate your design projects with these hidden font treasures. - [Threads: A New Social Media App with Privacy Concerns](https://innovationincubator.com/threads-a-new-social-media-app-with-privacy-concerns/): Threads, a new social media app from Meta, has been downloaded by over 100 million people in just a few days. The app is designed to be a more intimate and personal way to connect with friends, and it has been praised for its simple and easy-to-use interface. - [#596: Silicon Innovation Day 1](https://innovationincubator.com/596-silicon-innovation-day-1/): Silicon chips are the foundation of modern computing. AWS custom-designs its silicon chips to be more efficient and sustainable, which helps you maximize performance and save money. To learn how AWS custom-designed silicon chips can help your business, tune in to AWS Silicon Innovation Day on June 21, at 9 a.m. Pacific Time at twitch.tv/awsonair or LinkedIn. Register at Splash That: https://bit.ly/3PkzMZd Learn more about Graviton: https://go.aws/42MJ4Ao Learn more about Inferentia: https://go.aws/3N7pM2M Learn more about Trainium: https://go.aws/3N7q0qE Learn more about Nitro: https://go.aws/3CDpCM2 - [AWS Week in Review – Amazon EC2 Instance Connect Endpoint, Detective, Amazon S3 Dual Layer Encryption, Amazon Verified Permission – June 19, 2023](https://innovationincubator.com/aws-week-in-review-amazon-ec2-instance-connect-endpoint-detective-amazon-s3-dual-layer-encryption-amazon-verified-permission-june-19-2023/): This week, I’ll meet you at AWS partner’s Jamf Nation Live in Amsterdam where we’re showing how to use Amazon EC2 Mac to deploy your remote developer workstations or configure your iOS CI/CD pipelines in the cloud. - [A New Set of APIs for Amazon SQS Dead-Letter Queue Redrive](https://innovationincubator.com/a-new-set-of-apis-for-amazon-sqs-dead-letter-queue-redrive/): Today, we launch a new set of APIs for Amazon SQS. These new APIs allow you to manage dead-letter queue (DLQ) redrive programmatically. You can now use the AWS SDKs or the AWS Command Line Interface (AWS CLI) to programmatically move messages from the DLQ to their original queue, or to a custom queue destination, to attempt to process them again. A DLQ is a queue where Amazon SQS automatically moves messages that are not correctly processed by your consumer application. - [Announcing the latest AWS Heroes – June 2023](https://innovationincubator.com/announcing-the-latest-aws-heroes-june-2023/): AWS Heroes dedicate their time to help others build better and faster on AWS. Heroes support and give back to the community in a variety of ways: contributing to open source projects, organizing AWS Community Days, speaking at conferences, leading workshops, mentoring builders, hosting meetups, and much more. - [#594: June 2023 Update Show 1](https://innovationincubator.com/594-june-2023-update-show-1/): Simon, Hawn, and Jillian cover all the updates you need to know about! Chapters: 00:52 AWS Marketplace 01:21 Analytics 03:23 Application Integration 05:38 Compute 07:06 Customer Engagement 10:27 Databases 15:42 Developer Tools 17:03 Front-End Web & Mobile 18:46 GameTech 19:29 Machine Learning 23:32 Management & Governance 26:34 Media Services 27:43 Migration & Transfer 29:40 Networking & Content Delivery 32:34 Security, Identity and Compliance 35:11 Storage Shownotes: https://d29iemol7wxagg.cloudfront.net/594ExtendedShownotes.html AWS Podcast Audio Feedback: https://bit.ly/3mDc3Y1 - [New – Move Payment Processing to the Cloud with AWS Payment Cryptography](https://innovationincubator.com/new-move-payment-processing-to-the-cloud-with-aws-payment-cryptography/): Today, I am happy to share the availability of AWS Payment Cryptography, an elastic service that manages payment HSMs and keys for payment processing applications in the cloud. - [AWS Week in Review – Automate DLQ Redrive for SQS, Lambda Supports Ruby 3.2, and More – June 12, 2023](https://innovationincubator.com/aws-week-in-review-automate-dlq-redrive-for-sqs-lambda-supports-ruby-3-2-and-more-june-12-2023/): Today I’m boarding a plane for Madrid. I will attend the AWS Summit Madrid this Thursday, and I will take Serverlesspresso with me. Serverlesspresso is a demo that we take to events, in where you can learn how to build event-driven architectures with serverless. If you are visiting an AWS Summit, most probably you will find one of our booths. - [Simplify How You Manage Authorization in Your Applications with Amazon Verified Permissions – Now Generally Available](https://innovationincubator.com/simplify-how-you-manage-authorization-in-your-applications-with-amazon-verified-permissions-now-generally-available/): At re:Invent 2022, we introduced in preview Amazon Verified Permissions, a fine-grained permissions management and authorization service for your applications that can be used at any scale. Amazon Verified Permissions centralizes permissions in a policy store and helps developers use those permissions to authorize user actions within their applications. Similar to how an identity provider simplifies authentication, a policy store lets you manage authorization in a consistent and scalable way. - [New – Amazon S3 Dual-Layer Server-Side Encryption with Keys Stored in AWS Key Management Service (DSSE-KMS)](https://innovationincubator.com/new-amazon-s3-dual-layer-server-side-encryption-with-keys-stored-in-aws-key-management-service-dsse-kms/): Today, we are launching Amazon S3 dual-layer server-side encryption with keys stored in AWS Key Management Service (DSSE-KMS), a new encryption option in Amazon S3 that applies two layers of encryption to objects when they are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. DSSE-KMS is designed to meet National Security Agency CNSSP 15 for FIPS compliance and Data-at-Rest Capability Package (DAR CP) Version 5.0 guidance for two layers of CNSA encryption. Using DSSE-KMS, you can fulfill regulatory requirements to apply multiple layers of encryption to your data. - [Discover How AWS Designed Silicon Fuels Customer Outcomes at AWS Silicon Innovation Day](https://innovationincubator.com/discover-how-aws-designed-silicon-fuels-customer-outcomes-at-aws-silicon-innovation-day/): We hope you will join us on Wednesday, June 21, for a free-to-attend online event, AWS Silicon Innovation Day. AWS will stream the event simultaneously across multiple platforms, including LinkedIn Live, Twitter, YouTube, and Twitch. - [#595: Amazon Security Lake](https://innovationincubator.com/595-amazon-security-lake/): Amazon Security Lake is a new service that centralizes security data from AWS environments, SaaS providers, on premises, and cloud sources into a purpose-built data lake stored in the customer’s account. With Security Lake, customers can gain a more complete understanding of security data across their entire organization. In this episode, Himanshu Verma, Worldwide Specialist for AWS Security Services, joins Julian Ford to discuss the customer problems that Amazon Security Lake solves and provide guidance on getting started with Security Lake. Amazon Security Lake website: https://go.aws/3JipANj Blog: Amazon Security Lake is now generally available: https://go.aws/440F0xE Blog: Amazon Security Lake and Azure activity logs: https://go.aws/3XektmT - [How GoDaddy Implemented a Multi-Region Event-Driven Platform at Scale](https://innovationincubator.com/how-godaddy-implemented-a-multi-region-event-driven-platform-at-scale/): GoDaddy, a leading global provider of domain registration and web hosting services, has served over 84 million domains and 22 million customers since its establishment in 1997. Among its various internal systems, the Customer Signal Platform provides tooling to capture, analyze, and act on customer and product data to drive better business outcomes. With this platform, GoDaddy can track user visits and interactions on its website and use meaningful event data to improve its customer experience and overall business performance. - [Javascript Promises and its method](https://innovationincubator.com/javascript-promises-and-its-method/): Understanding JavaScript Promises and its method, Javascript promises is a feature that most developers initially consider as complex logic. It is actually one of the easiest and powerful features in javascript. This feature can be used in any javascript based framework. In this post, I will be explaining in detail javascript promises and how to use it. So let's get started. So what is a promise in the real world? A promise is a statement which you make to a person in which you say that you will definitely do something or give them something. This is exactly what a promise in javascript does. When you write a promise in javascript it can be in three states pending, fulfilled, or rejected. Let's take a simple example to understand this in a broader way. Suppose you want to write a function to add two numbers and if the sum is 5 then the function returns “success” and if it's any other value then the function returns “failure”.If you are writing a function with a return statement then you can achieve this in the following way. Let's achieve the same with javascript promise. The syntax of javascript promise is as follows. This is how you define a promise in javascript. Promise is an object which takes in a function and this function takes in two variables called resolve and reject.  What is the resolve() method in the javascript promise?  I have seen many complex explanations of this. But I will explain this in the simplest form possible, resolve is a method that we use to return a success response when the execution inside a promise is complete. A successful response can be anything ie it can be an object, a string, an array, etc. - [Step into the Salesforce technology](https://innovationincubator.com/step-into-the-salesforce-technology/): Cloud-Based Software, Customer Relationship Management (CRM) - [Robotic Process Automation In Banking](https://innovationincubator.com/robotic-process-automation-in-banking/): Robotic Process Automation in the banking sector means the use of specialized software and tools to perform recurring, rule-based, and high-volume tasks. For instance, accounts payable, audits, and other similar tasks are easily carried out with the help of automation incorporated in the companies. “Researchers at Hadoop estimate that the potential savings that companies will experience with RPA by 2025 are between $5 trillion to $7 trillion. Statista believes that the RPA industry will be worth $3.1 billion by 2019 and $4.9 billion by 2020. What is robotic process automation? Robotic process automation is a type of software that is designed solely for the automation of time-consuming and monotonous functions and does not correlate with human intelligence.RPA in the fintech and banking sector operates through a determined workflow that provides robots with specific explanations on what needs to be done at each step. Once robotic process automation software has received a roadmap, it can independently run the necessary programs and perform tasks as specified by the requirements. - [Association of Kerala Medical Graduates launches DronaCare to provide free Covid-19 care advice](https://innovationincubator.com/association-of-kerala-medical-graduates-launches-dronacare-to-provide-free-covid-19-care-advice/): The Association of Kerala Medical Graduates (AKMG) recently announced the launch of DronaCare, a no cost platform provided by Innovation Incubator that doctors can use during their leisure time to provide virtual video advice on Covid-19 care for anyone. To ensure that the advice provided through DronaCare is authentic, access to the Doctor signup in the app is restricted to member doctors of the AKMG. - [The Familheey app, incubated by Innovation Incubator is helping families and communities to come together](https://innovationincubator.com/the-familheey-app-incubated-by-innovation-incubator-helping-families-and-communities-to-come-together/): In a first of its kind initiative, Familheey a mobile platform launched by My Family Group and incubated by Technopark-based startup Innovation Incubator is helping communities and organizations from across the globe to overcome the difficulties caused by COVID19 pandemic and serve the society. The mobile app has become a significant network platform for families and communities trying to connect with each other during the devastating COVID-19 pandemic. My Family Group, co-founded by a Keralite Ajith Nair, envisions the integration of Artificial Intelligence and Machine Language in supporting aspirants, communities and organizations to achieve their goals, mission, and vision. ## Pages - [ARIA 2026](https://innovationincubator.com/aria2026/): Keralam is moving toward a major aging challenge - [Healthkarma](https://innovationincubator.com/healthkarma/): It still lacks a consistent system of follow-through. - [NerdAgent](https://innovationincubator.com/nerdagent/): The Agentic AI OS framework to build, automate, and scale custom AI agents with zero coding complexity for support, operations, and document intelligence. - [Healthcare](https://innovationincubator.com/healthcare/): Empower health plans, care providers and digital health companies to optimize care delivery and improve patient outcomes. - [Digital University Kerala](https://innovationincubator.com/digital-university/): The partnership between Innovation Incubator and the Digital University of Kerala focuses on fostering innovation, research, and technology development. Key elements of this partnership include: - [Telecom Flow](https://innovationincubator.com/telecom-flow/): Nurturing Ideas, Cultivating Innovation - [Telecom](https://innovationincubator.com/telecom-solutions-2/): Nurturing Ideas, Cultivating Innovation - [Success Stories](https://innovationincubator.com/success-stories/): Filter by Domain Health CareReal Estate Filter by Technology AWSCyber SecurityWordPress Clear Loading... Prev Next - [Careers](https://innovationincubator.com/careers/): We empower everyone to embark on their own career growth - [Telecom](https://innovationincubator.com/telecom/): We offer modular, scalable services tailored to the needs of telecom organizations — whether you're modernizing BSS/OSS platforms, migrating to the cloud, or embedding intelligence into your workflows. Each service is engineered to reduce operational burden, drive efficiency, and support long-term innovation. - [Propelling the Future of Real Estate and Mortgage using Innovation Incubator Technology Services and PropMix.io products](https://innovationincubator.com/real-estate-and-mortgage-technology-services/): If so, you're not alone. The real estate industry is rapidly evolving, and those who embrace innovation are the ones who thrive. - [sitemap](https://innovationincubator.com/sitemap/) - [TD Synnex partnership](https://innovationincubator.com/td-synnex-partnership/): TD Synnex is a well-known global distributor of technology products and services. They offer a wide range of services, including distribution, logistics, and integration services for technology vendors and resellers. TD Synnex provides access to a diverse portfolio of IT products, including hardware, software, and related services. - [Google Cloud](https://innovationincubator.com/google-cloud/): With Google Cloud's widespread global infrastructure, startups can deploy their applications closer to their target markets, enhancing performance and reducing latency. - [Digital Twins](https://innovationincubator.com/digital-twins/): There are four main types of digital twins - [IBM](https://innovationincubator.com/ibm/): We are a business partner with the startup with IBM program.Our partnership with IBM is based on various services we offer.in fields of Artificial Intelligence, Data etc.Partnering with IBM has enabled us to design and develop cognitive solutions based on the most powerful IBM Watson Cloud platform and IBM Cloud ( formerly known as IBM Bluemix ) - [Salesforce](https://innovationincubator.com/salesforce/): Salesforce is a leading customer relationship management (CRM) platform that provides various cloud-based solutions for businesses. We are leveraging the Salesforce platform to integrate our various products and services. - [Our Values](https://innovationincubator.com/our-values/): What we do when no one is looking - [Microsoft for startups & enterprises](https://innovationincubator.com/microsoft-for-startups-enterprises/): We are an approved incubator with Microsoft for Startups.Microsoft for Startups Founders Hub helps startups radically accelerate innovation by providing access to industry-leading AI services, expert guidance, and the essential technology needed to build a future-proofed startup. - [Amrita University](https://innovationincubator.com/amrita-university/): Course on DevOps and Testing Tools for MS CS students as part of their Elective program. Innovation Incubator provided the entire course contents including. Theory, Lab & Assessment and also arranged class room/ lab sessions for the students. Students on completing the course, were evaluated by experts from Innovation Incubator and faculty from Amrita University and provided the grades. - [Prompt Engineering](https://innovationincubator.com/prompt-engineering/): Prompt Engineering refers to an area of Artificial Intelligence (AI) for ensuring quality and purpose of AI Models. Prompt Engineers are typically Quality Assurance skilled content writers with deep domain knowledge who are able to generate the right prompts to use as input to any Natural Language Processing (NLP) / multimodal text to image/video AI Models such as ChatGPT, Dall-e2, GPT-4, pi.ai, PaLM, Bard, Midjourney, Character.ai and Chatbots. Frameworks include LangChain and Eval. Prompt generation approaches include Zero Shot, One Shot and Few Shot prompts (aka Chain of Thought Prompting - CoT) on one hand and Self consistency, Active Prompt, Generated Knowledge Prompting, Directional Stimulus Prompting, ReAct, Multimodal CoT, Graph Prompting and Prompt Injection on the other. Use cases span testing AI Models for topic/Q&A coverage, bias, hallucination, misinformation, answer conflicts, logical reasoning, ability to handle context and security. Coverage strategies include using tools like Answer the Public to generate real prompts. - [SecOps](https://innovationincubator.com/secops/): Bridging Security and Operations for Enhanced Protection - [CSR Policy](https://innovationincubator.com/csr-policy/): Prospers, Gains Knowledge, Gives Back - [Careers OLD](https://innovationincubator.com/careers-old/): We empower everyone to embark on their own career growth - [Process](https://innovationincubator.com/iidesignlab/design-lab-process/): 01 - [II Design Lab](https://innovationincubator.com/iidesignlab/): Close - [Amazon Web Services Partnership](https://innovationincubator.com/amazon-web-services-partnership/): We are an approved incubator with AWS Activate for Startups and an AWS Advanced Services Tier Partner for Enterprises. We specialize in designing and deploying tailored cloud solutions on AWS through our dedicated team of expert cloud engineers, analysts and solutions architects. We help you to navigate technical complexity, embrace innovation, leverage disruptive technologies and drive business value in the best and most efficient way. - [Integration & Innovation Lab](https://innovationincubator.com/innovation-lab/): At our Innovation Lab, we foster an environment that encourages innovative thinking and creativity. Our goal is to help organizations harness their full potential and drive meaningful change. By embracing agile methodologies and promoting rapid testing and iteration, we enable teams to explore new possibilities and refine their ideas effectively.One of the key benefits of our Innovation Lab is the opportunity to engage in a process of continuous improvement and customer-centricity. Through close collaboration and feedback loops, organizations gain valuable insights into the needs and preferences of their target audience. This enables them to develop targeted solutions that address specific pain points and deliver enhanced value to their customers. - [Enterprise Architecture](https://innovationincubator.com/enterprise-architecture/): Maximizing Efficiency through Enterprise Architecture Solutions - [AI/ML](https://innovationincubator.com/ai-ml/): Enterprise AI • Built for execution - [App Development](https://innovationincubator.com/app-development/): With a team of highly skilled professionals, we leverage cutting-edge technologies to create mobile apps that meet the unique requirements of our clients. Our expertise extends to various domains, including AI, AR/VR, IoT, and other emerging technologies, allowing us to add significant value to our clients' products. Whether you need a hybrid / mob Android / ios app / flutter / react / react native / no code app development company or a digital platform development company with headquarters in the USA, we have the local expertise and offshore talent to bring your vision to life. - [Portfolio List](https://innovationincubator.com/portfolio-list/): Close - [IIDesignLab](https://innovationincubator.com/iidesignlab-old/): The conversion of strategic requirements into an executable framework is the first step in the UX design process. Several UX research outputs, such as user personas, user stories, journey maps, surveys, and the existing environment, must be taken into account for this step. Here, user stories are very crucial since they serve as the foundation for the roadmap that serves as the basis for preliminary designs. - [SEaaS](https://innovationincubator.com/seaas/): SEaaS comprises  of AiOps, DevOps, Platform Engineering, SecOps, SRE, MLOps and QAOps services. - [Blog](https://innovationincubator.com/blog/) - [Contact Us](https://innovationincubator.com/contact-us/) - [Life@II](https://innovationincubator.com/life-at-ii/): We are tied together with a genuine sense of curiosity towards learning, growth and creativity and a passion for creating things that matter. We always aim for undeniable bestness.Add in generous amounts of fun and laughter and that’s how we roll. - [About Us](https://innovationincubator.com/about-us/): We are a team of passionate technologists and industry experts with decades of experience in crafting digital solutions for everyday needs. We work with founders and enterprises to create differentiated digital, immersive and intelligent experiences, on-time, every time for everyone. - [Technology Services](https://innovationincubator.com/technology-services/): We are a team of passionate technologists with decades of experience in crafting digital solutions for everyday needs. We work with founders and enterprises to create differentiated digital, immersive and intelligent experiences, on-time, every time for everyone. We do Time and Material, Fixed Price and hybrid. We can own and deliver the project or provide talent you would manage and get your project delivered. - [Startup Studio](https://innovationincubator.com/startup-studio/): We are the industry’s first to offer a unique model of combining technology partnership, incubation and domain/tech acceleration capabilities for founders and enterprises. Combining state of the art services with access to a global ecosystem allows us to create the next big startup or product. Founders can focus on what you do best while we help you differentiate and get to market quickly with our technology expertise, digital accelerators and domain IQ. Enterprises can extend their innovation lab with our people, innovation process and technology.  - [Privacy Policy](https://innovationincubator.com/privacy-policy/): Who we are Our website address is: https://innovationincubator.com. What personal data we collect and why we collect it Comments When visitors leave comments on the site we collect the data shown in the comments form, and also the visitor’s IP address and browser user agent string to help spam detection. An anonymized string created from your email address (also called a hash) may be provided to the Gravatar service to see if you are using it. The Gravatar service privacy policy is available here: https://automattic.com/privacy/. After approval of your comment, your profile picture is visible to the public in the context of your comment. Media If you upload images to the website, you should avoid uploading images with embedded location data (EXIF GPS) included. Visitors to the website can download and extract any location data from images on the website. Contact forms Cookies If you leave a comment on our site you may opt-in to saving your name, email address and website in cookies. These are for your convenience so that you do not have to fill in your details again when you leave another comment. These cookies will last for one year. If you have an account and you log in to this site, we will set a temporary cookie to determine if your browser accepts cookies. This cookie contains no personal data and is discarded when you close your browser. When you log in, we will also set up several cookies to save your login information and your screen display choices. Login cookies last for two days, and screen options cookies last for a year. If you select “Remember Me”, your login will persist for two weeks. If you log out of your account, the login cookies will be removed. If you edit or publish an article, an additional cookie will be saved in your browser. This cookie includes no personal data and simply indicates the post ID of the article you just edited. It expires after 1 day. Embedded content from other websites Articles on this site may include embedded content (e.g. videos, images, articles, etc.). Embedded content from other websites behaves in the exact same way as if the visitor has visited the other website. These websites may collect data about you, use cookies, embed additional third-party tracking, and monitor your interaction with that embedded content, including tracking your interaction with the embedded content if you have an account and are logged in to that website. Analytics Who we share your data with How long we retain your data If you leave a comment, the comment and its metadata are retained indefinitely. This is so we can recognize and approve any follow-up comments automatically instead of holding them in a moderation queue. For users that register on our website (if any), we also store the personal information they provide in their user profile. All users can see, edit, or delete their personal information at any time (except they cannot change their username). Website administrators can also see and edit that information. What rights you have over your data If you have an account on this site, or have left comments, you can request to receive an exported file of the personal data we hold about you, including any data you have provided to us. You can also request that we erase any personal data we hold about you. This does not include any data we are obliged to keep for administrative, legal, or security purposes. Where we send your data Visitor comments may be checked through an automated spam detection service. Your contact information Additional information How we protect your data What data breach procedures we have in place What third parties we receive data from What automated decision making and/or profiling we do with user data Industry regulatory disclosure requirements - [Home](https://innovationincubator.com/): We are the industry’s first to offer a unique model of combining technology partnership, incubation and domain/ tech acceleration capabilities for founders and enterprises. Combining state of the art services with access to a global ecosystem allows us to create the next big startup or product. ## DevOps - [AI-SeedClassification](https://innovationincubator.com/devops/ai-seedclassification/): We developed an AI-powered platform that utilizes photometry, radiometry, and computer vision to efficiently classify seeds and analyze seed quality. To enhance the user experience, we revamped the frontend and hosted it on S3, utilizing Cloudfront as a global CDN to improve website performance. Our codebase was managed using Gitlab and Gitlab CI, but we later transitioned to Github for source versioning and used CodeBuild for CI/CD. To resize user-uploaded images, we used Imaginary, an open-source API, and implemented Keycloak for user authentication. For sending emails, we relied on Amazon SES. - [FleetManagement](https://innovationincubator.com/devops/fleetmanagement/): To fulfill the client's requirement of developing an AI-powered fleet management system, we received data from approximately 5000 GPS devices located in various regions such as Kenya, Rwanda, Mumbai, and others. Initially, we only had fewer than 1000 IoT devices, which were managed through a Windows Dotnet application running on AWS. We scaled the Windows applications to ensure high availability across the various application components. The back-end endpoints, which receive data from the IoT devices, were autoscaled using AWS Autoscaling Group based on the application's network throughput, CPU, and memory usage. The frontend dashboard was hosted on Windows IIS web servers that were load-balanced using ALB. Three IIS web servers were distributed across different availability zones to ensure high availability. As the device count exceeded 1000, we transitioned from Dotnet to Angular and Node frameworks. We replaced the data-receiving endpoints with Node-written wrappers, which were deployed on AWS ECS. - [HealthCare](https://innovationincubator.com/devops/healthcare/): Solution for a healthcare platform designed to automate revenue cycle management processes throughout the system. Initially, AWS was used as the infrastructure platform, with Bitbucket used for source code maintenance and Jenkins for CI/CD. To ensure redundancy and scalability, individual VPCs were created for each of the five environments (dev, qa, beta, staging, prod) in multiple availability zones, with Terraform templates used to deploy each environment. The Oregon region was chosen based on client requirements. In the first iteration of the project, 12 microservices were deployed in individual ECS Clusters, scaled using auto-scaling groups across multiple availability zones. Later, OCR and NLP engines were added to the platform, and deployed on compute-optimized EC2 instances. CodeDeploy was utilized to deploy applications to the EC2 machines running NLP and OCR applications. To ensure high availability, backend services were containerized using Jenkins, and the Docker images were pushed to the Elastic Container Registry (ECR). - [Auto](https://innovationincubator.com/devops/auto/): Our client was a comprehensive online automotive digital retailing and marketing platform that allowed dealers to manage their operations and marketing from a single location. Built on AWS infrastructure in the N. Virginia region, the project utilized Terraform templates to provision VPC infrastructure across multiple availability zones for high availability. The four isolated environments (dev, qa, beta, prod) were provisioned in separate VPCs with public subnets for services that needed to be exposed to the internet, and private subnets for data-related services like RDS instances and Redis, which were accessible only within the VPC. Bitbucket was used to store the source code, while Jenkins handled the CI/CD pipeline with groovy scripts configured as backup. All outbound rules of security groups were blocked to avoid any data leaks, and the team members worked on a forked repository with merge control on the master branch through pull requests. The Bitbucket Pullrequest Builder plugin was used to trigger builds from the forked repository, allowing developers to verify the code before merging to the master branch. - [Digital Health](https://innovationincubator.com/devops/digital-health/): A solution for a unique USA based digital healthcare company that provides a 24/7 telehealth treatment, triage, and navigation service through its digital front door platform. In addition to offering robust clinical assistance and educational resources for patients, our solution was dedicated to delivering empathetic care that prioritizes the needs of the patient. Due to the sensitive nature of PHI data, our Client prioritized security and confidentiality in addition to the HIPAA compliant platform performance and scalability. To meet their client's requirements, We chose AWS as their cloud provider and N.Virginia as the region. From the initial stages, We designed the project's base architecture with a focus on high data security. All components at different levels of the architecture were equipped with data security elements. To ensure high availability, terraform templates with terragrunt were used to provision the VPC infrastructure in multiple availability zones. We used public subnets to provision services that needed to be exposed to the outside world and two types of private subnets across multiple availability zones. To make the database accessible only to the components that require access to it, network isolation was used. Resources that required internet access were provisioned in a subnet attached with a NAT gateway, and incoming connections from the outside network were restricted in this private subnet. Data-related services such as RDS instances and Redis were provisioned in a private subnet with access within the VPC only. Outbound rules of security groups were blocked to prevent any potential data leaks. To control inbound and outbound traffic at the subnet level, network ACLs were used as firewalls, and a network ACL-protected subnet was created in each Availability Zone. To add an additional layer of defense, these network ACLs provide individual controls that can be customized. To ensure encryption at rest, our client considered it important, and volumes underpinning the database and snapshots were encrypted. Encryption was enabled with customer-managed KMS keys of databases and snapshots that deal with sensitive data. Sensitive PHI data was encrypted for S3, databases, passwords/secret keys, EBS volumes, etc. Serverless technologies such as AWS Lambda were used to serve backend services, and the serverless framework enabled them to scale the architecture in a cost-optimized way. ## Events - [Career Development Program by Innovation Incubator Foundation](https://innovationincubator.com/event/career-development-program/): Innovation Incubator Foundation successfully hosted the Career Development Program, bringing together a dynamic group of aspiring professionals and experienced industry leaders for an enriching day of learning, mentorship, and networking. - [Engage with the AI Summit at the 2026 CDG Customer Conference](https://innovationincubator.com/event/engage-with-the-ai-summit-at-the-2026-cdg-customer-conference/): AI Summit at CDG Customer Conference 2026 is proudly organized by Innovation Incubator, bringing together industry leaders, innovators, and decision-makers to explore the next wave of AI-driven enterprise transformation. - [Our Take on the India AI Impact Summit 2026 and Kerala’s Strategic AI Leadership](https://innovationincubator.com/event/our-take-on-the-india-ai-impact-summit-2026-and-keralas-strategic-ai-leadership/): Event: India AI Impact Summit 2026 - [Innovation Incubator at Metro Connect USA 2026](https://innovationincubator.com/event/innovation-incubator-at-metro-connect-usa-2026/): Innovation Incubator is attending Metro Connect USA 2026 to engage with digital infrastructure, telecom, and enterprise leaders on Agentic AI, cloud modernization, TM Forum architecture, business intelligence, and AI-powered marketing experiences. - [Innovation Incubator Celebrates 10 Years of Innovation, Growth, and Impact](https://innovationincubator.com/event/innovation-incubator-celebrates-10-years-of-innovation-growth-and-impact/): Celebrating 10 Years of Innovation at Innovation Incubator In 2025, Innovation Incubator proudly marked a significant milestone — 10 years of driving innovation, enabling transformation, and delivering impact across industries. What began as a vision to build future-ready technology solutions has evolved into a decade-long journey of excellence across telecom, healthcare, AI, data, and digital transformation. A Decade of Purpose-Driven Innovation Over the past ten years, Innovation Incubator has remained focused on solving real-world challenges through technology. By fostering a culture of collaboration, engineering excellence, and continuous learning, the organization has partnered with global enterprises and emerging innovators alike — helping them modernize, scale, and lead in an ever-evolving digital landscape. Honoring Leadership and Vision The 10th Anniversary celebration was graced by Alexander Varghese, President of UST, as the Chief Guest. His presence and insights highlighted the importance of leadership, resilience, and innovation in building sustainable technology ecosystems. The event was led by Antony Satyadas, CEO, Managing Partner & Co-Founder, whose strategic vision has been instrumental in guiding Innovation Incubator through a decade of growth and transformation. Co-Founders Matt Kumar and Dr. Umesh Harigopal shared their messages virtually. The celebration also featured video messages from CEOs and CTOs of strategic partners across the USA. A traditional lamp-lighting ceremony — symbolizing knowledge, progress, and future vision — was conducted by Sreekar V Pai, President – Innovation Incubator Advisory Pvt Ltd, marking gratitude for the journey so far and optimism for the road ahead. Celebrating the Team Behind the Success The celebration brought together the leadership team and key stakeholders who continue to power Innovation Incubator’s success: Ajith Kavirajan – Chief Product Officer Ajith Kumar Aravind – Chief Engineering Officer Sakeer Hassan – President, PropMix.io LLC Archana Sekhar – GM – Telecom & AVP Engineering Aruna V R – GM – Healthcare & AVP Product Management Santhosh Kumar V S – VP of Engineering, PropMix.io Roshna S – Director, People Operations Looking Ahead: The Next Decade While this milestone celebrates ten successful years, it also reinforces Innovation Incubator’s commitment to the future — embracing emerging technologies, deepening industry partnerships, and empowering teams to innovate with purpose. As Innovation Incubator steps into its next decade, the focus remains clear: to build transformative solutions, nurture talent, and create lasting value for clients and communities worldwide. Here’s to the next decade of innovation, collaboration, and impact. - [Innovation Incubator to Attend TiEcon Kerala 2025](https://innovationincubator.com/event/innovation-incubator-to-attend-tiecon-kerala-2025/): Innovation Incubator is pleased to announce that we are official sponsors of TiEcon Kerala 2025, taking place on November 21–22, 2025 at The Zuri Resort, Kumarakom. - [Innovation Incubator to Attend Calix ConneXions 2025](https://innovationincubator.com/event/innovation-incubator-to-attend-calix-connexions-2025/): Innovation Incubator is pleased to announce that our team will be attending Calix ConneXions 2025, taking place from October 18–21, 2025 at the Wynn Las Vegas Resort & Spa. - [Meet Innovation Incubator at Fiber Connect 2025 – Nashville, TN | June 1–3, 2025](https://innovationincubator.com/event/meet-innovation-incubator-at-fiber-connect-2025-nashville-tn-june-1-3-2025/): Innovation Incubator is proud to participate in Fiber Connect 2025, the premier event for fiber broadband technology, taking place in Nashville, Tennessee, from June 1st to 3rd. - [MIT AI Conference 2024](https://innovationincubator.com/event/mit-ai-conference-2024/): Join Us at MIT AI Conference 2024: AI at the Crossroads - [HLTH 2024](https://innovationincubator.com/event/hlth-2024/): Join Us at HLTH 2024 in Las Vegas! - [UNITEL Executive Summit 2024](https://innovationincubator.com/event/unitel-executive-summit-2024/): Innovation Incubator, a proud sponsor of the UNITEL Executive Summit 2024, is excited to connect with industry leaders in Omaha, Nebraska, from August 11th to 14th. - [Fiber Connect 2024](https://innovationincubator.com/event/fiber-connect-2024/): Join us at Fiber Connect 2024! - [AWS Summit New York 2024](https://innovationincubator.com/event/aws-summit-new-york-2024/): Join us at the AWS Summit New York 2024 and discover how Innovation Incubator can accelerate your AI Native journey. ## News - [Innovation Incubator Launches HealthKarma: The AI-Native Continuous Care System Bridging the Gap Between Hospital Visits](https://innovationincubator.com/news/innovation-incubator-launches-healthkarma-the-ai-native-continuous-care-system-bridging-the-gap-between-hospital-visits/): The new platform transforms episodic medical visits into continuous health management by connecting patient actions, AI guidance, and provider visibility. - [Innovation Incubator Launches NerdAgent, The Agentic AI Operating System](https://innovationincubator.com/news/innovation-incubator-launches-nerdagent-the-agentic-ai-operating-system/): An Agentic AI Operating System for orchestrating, deploying, and managing autonomous AI agents at scale - [Innovation Incubator Expand Partnership with CDG to Offer Advanced Telecom Data Integration and AI Automation Services](https://innovationincubator.com/news/innovation-incubator-expand-partnership-with-cdg-to-offer-advanced-telecom-data-integration-and-ai-automation-services/): NEW YORK, NY, UNITED STATES, June 2, 2025 - Innovation Incubator, Inc., an AWS advanced service partner, is pleased to announce that it is expanding its strategic partnership with Communications Data Group, Inc. (CDG) to offer advanced data integration, process refinement, and AI agent and automation services. This collaboration will empower operators to seamlessly modernize their operational and business support systems (OSS/BSS), improve their data integrity, and enhance their CX through AI-driven automation and self-service tools. - [Innovation Incubator and CDG Collaborate to Drive Generative AI Solutions for Broadband Service Providers](https://innovationincubator.com/news/innovation-incubator-and-cdg-collaborate-to-drive-generative-ai-solutions-for-broadband-service-providers/): CDG provides a cloud-based, SaaS-delivered OSS/BSS platform for voice, video, data, circuit, and interconnect services for retail and wholesale broadband service providers and carriers. Their operator-driven, open-architecture solutions empower clients to enhance business intelligence, improve service delivery, and integrate AI/ML automation for operational efficiencies. Visit cdg.ws to learn more. - [ValueTest.ai Launches Appraisal-Grade Research for Real Estate Agents](https://innovationincubator.com/news/valuetest-ai-launches-appraisal-grade-research-for-real-estate-agents/): Powered by R3 Companies’ appraisal expertise and PropMix’s valuation platform - [PropMix Announces Prospektr Loyalty and Growth Accelerators for Realtors and Loan Officers](https://innovationincubator.com/news/propmix-announces-prospektr-loyalty-and-growth-accelerators-for-realtors-and-loan-officers/): Next Gen IDX experiences for buyers and sellers powered by home equity information and rental AVMs. - [Innovation Conversations: A Look at Maia Care, a New Solution for Caregivers](https://innovationincubator.com/news/innovation-conversations-a-look-at-maia-care-a-new-solution-for-caregivers/): From this blog: https://www.medialogic.com/blog/healthcare-marketing/maia-care-caregivers/#gf_7 - [Houwzer Accelerates National Expansion](https://innovationincubator.com/news/houwzer-accelerates-national-expansion/): Establishes Parent Company, Newfound, And Launches New Brands HomeRise, Dash, And Newfound Enterprise - [PropMix Upgrades its Profet Real-time Automated Valuation Model (AVM) with an Interactive AVM](https://innovationincubator.com/news/propmix-upgrades-its-profet-real-time-automated-valuation-model-avm-with-an-interactive-avm/): Powered by near real-time nationwide market data and years of research in AI, geospatial analytics, and computer vision - [PropMix unveils virtual AI Innovation Garage for the Real Estate and Mortgage ecosystem](https://innovationincubator.com/news/propmix-unveils-virtual-ai-innovation-garage-for-the-real-estate-and-mortgage-ecosystem/): LAS VEGAS, NV, USA, August 7, 2023/EINPresswire.com/ -- PropMix, the leading provider of real estate and mortgage AI platform is pleased to announce the launch of the AI Innovation Garage for Appraisal Management Companies and Mortgage Lenders. Jumpstart services provided in partnership with Innovation Incubator Inc. will accelerate artificial intelligence driven product modernization and cost reduction using Generative AI, Prompt Engineering, AI chatbots and immersive experience technologies on Amazon and Microsoft cloud. - [Innovation Incubator announces momentum in SecOps, Prompt Engineering and Multimodal immersive UX jumpstart services](https://innovationincubator.com/news/innovation-incubator-announces-momentum-in-secops-prompt-engineering-and-multimodal-immersive-ux-jumpstart-services/): Harness the power of secure AI to transform processes and experiences - [AMRITA VISHWA VIDYAPEETHAM ORGANIZES 1ST EVER INNOVATION INCUBATOR HACKATHON 2022](https://innovationincubator.com/news/amrita-vishwa-vidyapeetham-organizes-1st-ever-innovation-incubator-hackathon-2022/): Bengaluru, May 12 2022: Amrita Vishwa Vidyapeetham, in partnership with Innovation Incubator, recently organized first ever Artificial Intelligence Hackathon in its Bengaluru campus from more than 14 teams comprising of 60 students in the Artificial Intelligence, Computer Science and Engineering, M.Tech. and MBA. - [PropMix Announces Rebranding of MCA – Changes Name to Profet.ai](https://innovationincubator.com/news/propmix-announces-rebranding-of-mca-changes-name-to-profet-ai/): About PropMix - [Association of Kerala Medical Graduates launches DronaCare to provide free Covid-19 care advice](https://innovationincubator.com/news/association-of-kerala-medical-graduates-launches-dronacare-to-provide-free-covid-19-care-advice/): New York, NY, July 1, 2021: The Association of Kerala Medical Graduates (AKMG) recently announced the launch of DronaCare, a no cost platform provided by Innovation Incubator that doctors can use during their leisure time to provide virtual video advice on Covid-19 care for anyone. To ensure that the advice provided through DronaCare is authentic, access to the Doctor signup in the app is restricted to member doctors of the AKMG. - [UCM Digital Health Raises $5.5 Million Series A Led by Armory Square Ventures](https://innovationincubator.com/news/ucm-digital-health-raises-5-5-million-series-a-led-by-armory-square-ventures/): TROY, N.Y., April 28, 2021 /PRNewswire/ -- UCM Digital Health, a leading provider of emergency telemedicine and virtual care solutions, announced it has completed a $5.5 million series A funding round led by Armory Square Ventures (ASV), a prominent VC firm focused on investing in technology-enabled companies in emerging startup ecosystems outside of Silicon Valley.  Also participating in the round were Contour Ventures and River Park Ventures. - [OptionSoft Technologies Acquires GoGoCar](https://innovationincubator.com/news/optionsoft-technologies-acquires-gogocar/): A true end-to-end digital retailing experience that completes the customer’s journey to purchase automobiles, trucks, RVs, motorcycles, anytime, on any device. - [The Familheey app, incubated by Technopark-based Innovation Incubator helping families and communities to come together](https://innovationincubator.com/news/the-familheey-app-incubated-by-technopark-based-innovation-incubator-helping-families-and-communities-to-come-together/): In a first of its kind initiative, Familheey—a mobile platform launched by My Family Group—has become a significant network platform for families and communities trying to connect with each other during the devastating COVID-19 pandemic. My Family Group, co-founded by a Keralite Ajith Nair, envisions the integration of Artificial Intelligence and Machine Language in supporting aspirants, communities and organizations to achieve their goals, mission, and vision. - [A ‘Familheey’ to stay connected and achieve your vision](https://innovationincubator.com/news/a-familheey-to-stay-connected-and-achieve-your-vision/): KOCHI: The pandemic has left communities and organisations in a fix, making it difficult for them to achieve specific goals. Now, Familheey, a mobile platform launched by My Family Group, incubated by Technopark-based startup Innovation Incubator is helping communities and organisations from across the globe to overcome the very same obstacles and serve the society. - [PropMix Announces Automated Appraisal Review Powered by AI](https://innovationincubator.com/news/propmix-announces-automated-appraisal-review-powered-by-ai/): PropMix announced the launch of appraisal industry’s first fully automated appraisal validation service. The new service uses PropMix’s proprietary image recognition platform and machine learning to analyze an appraisal report in any format – PDF or XML. The service is able to extract images from the PDF and ensure that all the required subject and comparable photos are included. For example, the photos of the property should cover the front view of the house, living area, kitchen, bedroom, bathroom, etc. It can also verify if the photos in fact belong to the subject or not. The images extracted include photos, maps, sketches, and all other attachments. In addition, it can also ensure that all appraiser related attachments such as license, insurance, etc. have been included. - [Hubert Vester Auto Group Announces New Innovation Driving Cognitive Digital Transformation](https://innovationincubator.com/news/hubert-vester-auto-group-announces-new-innovation-driving-cognitive-digital-transformation/): WILSON, N.C., March 23, 2018 /PRNewswire-iReach/ -- Hubert Vester Auto Group with Honda, Nissan, Toyota and Chevrolet new and used car dealerships in five locations announced a series of innovations powered by GoGoCar and other technologies that will disrupt the digital retailing market. The new intelligent assistant bot named Vivian activated in Facebook messenger from Facebook Ads as well as from in-store Wifi login is changing the the way consumers shop online. Vivian also doubles up as the Car Sales and Business Development Center assistant by helping them answer any questions the consumer may have about the vehicle without going through expensive retraining. The GoGoCar powered group site ensures that the consumer is gets the best offer across all the dealerships. - [Innovation Incubator announces new Cognitive Solutions powered by “Insights as a Service” platform at AI world](https://innovationincubator.com/news/innovation-incubator-announces-new-cognitive-solutions-powered-by-insights-as-a-service-platform-at-ai-world/): Innovation Incubator, one of the leading incubator and accelerator for AI and immersive experience powered startups, announces  new solution capabilities at AI World  from its portfolio companies through Cognitive Fabric and  Insights as a Service Platform .This includes intelligent assistants, advisors, classifiers, evaluators, predictors and educators in Real estate, Automotive, Healthcare, Retail and Education. - [PropMix.io released Sally cognitive image advisor APIs for real estate IDX sites, and BrokerView – an insights platform for Brokers](https://innovationincubator.com/news/propmix-io-released-sally-cognitive-image-advisor-apis-for-real-estate-idx-sites-and-brokerview-an-insights-platform-for-brokers/): PropMix.io, an Innovation Incubator portfolio company, announced two new capabilities to empower real estate brokers and software providers - the latest release of Sally, cognitive image advisor and an AI-driven broker insights platform called BrokerView. Sally IDX APIs will enable brokers and agents to enhance the seller/buyer experience on their IDX websites and automate and improve the quality of the content.  The updated version of BrokerView, the analytics platform for Brokers from PropMix.io, provides a comprehensive view of the Broker's business and the market trends along with actionable recommendations. These services are being offered in collaboration with RESO at 50% discount for RESO members - [Innovation Incubator Group Chairman Receives Janam.tv Global Excellence Award From Indian Defense Minister](https://innovationincubator.com/news/innovation-incubator-group-chairman-receives-janam-tv-global-excellence-award-from-indian-defense-minister/): Innovation Incubator group Chairman Madhavan Padmakumar was one among the 16 Janam TV global excellence award winners honored in New Delhi India on Nov 25th 2017. A serial entrepreneur and visionary, he is also the founder of Software Incubator Inc, Indunia International and Seva Saroj, a unique social entrepreneurship initiative transforming lives of hundreds of underprivileged women and children in Kerala, India. - [Momseze Launches Mobile App That Connects Nursing Moms with Lactation Consultants Anytime, From Anywhere via Video, Chat or Voice](https://innovationincubator.com/news/momseze-launches-mobile-app-that-connects-nursing-moms-with-lactation-consultants-anytime-from-anywhere-via-video-chat-or-voice/): SAN FRANCISCO, July 25, 2017 /PRNewswire/ -- More than 80 percent of new moms in the US say they intend to breastfeed for at least six months, but the majority fail to do so because of lack of clinical and social support. As a result, new moms struggling with breastfeeding start their journey into new motherhood exhausted, with self-doubt, and can experience postpartum depression, guilt, and feelings of inadequacy. A new mobile app called Momseze launching today wants to help change this. - [Online shopping startup GoGoCar picks CTO](https://innovationincubator.com/news/online-shopping-startup-gogocar-picks-cto/): NEW YORK - ## Research and Publications - [ECS Anomaly Detection with DevOps Guru](https://innovationincubator.com/publication/ecs-anomaly-detection-with-devops-guru/) - [Auto-Detect Lambda Function Issues with DevOps Guru](https://innovationincubator.com/publication/auto-detect-lambda-function-issues-with-devops-guru/) - [Embracing AI in IT Operations — How Datadog and Open-Source AIOps Tools Drive Resilience, Automation, and Efficiency](https://innovationincubator.com/publication/embracing-ai-in-it-operations-how-datadog-and-open-source-aiops-tools-drive-resilience-automation-and-efficiency-part-1/) - [IINERDS Tech Pulse April 2024](https://innovationincubator.com/publication/iinerds-tech-pulse-april-2024/) - [Cyber Threat Intelligence, It’s Importance, Types, Lifecycle](https://innovationincubator.com/publication/cyber-threat-intelligence-its-importance-types-lifecycle/) - [Information Security Standards](https://innovationincubator.com/publication/information-security-standards/) - [API, Importance of API Security, OWASP API Security TOP 10 Risks 2023](https://innovationincubator.com/publication/api-importance-of-api-security-owasp-api-security-top-10-risks-2023/) - [WiFi Security](https://innovationincubator.com/publication/wifi-security/) - [DoS/DDoS Attacks Types, Countermeasures](https://innovationincubator.com/publication/dos-ddos-attacks-types-countermeasures/) - [Safe Practices for Secure Financial Transactions: UPI, Cards, and Internet Banking](https://innovationincubator.com/publication/safe-practices-for-secure-financial-transactions-upi-cards-and-internet-banking/) - [WordPress Security](https://innovationincubator.com/publication/wordpress-security/) - [Digital Payment Frauds](https://innovationincubator.com/publication/digital-payment-frauds/) - [Email Phishing](https://innovationincubator.com/publication/email-phishing/) - [Ransomware](https://innovationincubator.com/publication/ransomware/) - [Malware, It’s Types, Countermeasures](https://innovationincubator.com/publication/malware-its-types-countermeasures/) - [Social Engineering](https://innovationincubator.com/publication/social-engineering/) - [AI in Medicine – The Patient Context](https://innovationincubator.com/publication/ai-in-medicine-the-patient-context/) - [Dronacare – an initiative with AKMG](https://innovationincubator.com/publication/dronacare-an-initiative-with-akmg/) - [Multilingual Text Inversion Detection using Shape Context’ in the IEEE TENSYMP 2021 held at Jeju, Korea](https://innovationincubator.com/publication/multilingual-text-inversion-detection-using-shape-context-in-the-ieee-tensymp-2021-held-at-jeju-korea/) - [From Admission to Discharge, How Artificial Intelligence Could Optimize Patient Care : A Brief Review](https://innovationincubator.com/publication/from-admission-to-discharge-how-artificial-intelligence-could-optimize-patient-care-a-brief-review/) - [Machine Learning Model to Predict Culture Positivity in Suspected Septic Arthritis](https://innovationincubator.com/publication/machine-learning-model-to-predict-culture-positivity-in-suspected-septic-arthritis/) - [Advances in Computational Sciences and Technology](https://innovationincubator.com/publication/advances-in-computational-sciences-and-technology/) - [Towards RESO Standard Real Estate Developer Platform for MLS and Brokerages](https://innovationincubator.com/publication/towards-reso-standard-real-estate-developer-platform-for-mls-and-brokerages/) - [How can brokers expand and grow the business using cognitive insights and AI?:](https://innovationincubator.com/publication/how-can-brokers-expand-and-grow-the-business-using-cognitive-insights-and-ai/) - [From propensity to sell and price predictions to cognitive recommendations using RESO ontology](https://innovationincubator.com/publication/from-propensity-to-sell-and-price-predictions-to-cognitive-recommendations-using-reso-ontology/) - [Distal airway microbiome is associated with immunoregulatory myeloid cell responses in lung transplant recipients](https://innovationincubator.com/publication/distal-airway-microbiome-is-associated-with-immunoregulatory-myeloid-cell-responses-in-lung-transplant-recipients/) - [Using PropMix.io Platform to propel RESO Maturity Model](https://innovationincubator.com/publication/using-propmix-io-platform-to-propel-reso-maturity-model/) - [Use Cases and Architectural Decisions for Transforming the Energy and Utility Ecosystem using Social Networks](https://innovationincubator.com/publication/use-cases-and-architectural-decisions-for-transforming-the-energy-and-utility-ecosystem-using-social-networks/) - [Web services based portlet catalog](https://innovationincubator.com/publication/web-services-based-portlet-catalog/) - [Application reviews](https://innovationincubator.com/publication/application-reviews/) - [Knowledge management in IBM Corporation, Leading with Knowledge: Knowledge Management Practices in Global Infotech Companies](https://innovationincubator.com/publication/knowledge-management-in-ibm-corporation-leading-with-knowledge-knowledge-management-practices-in-global-infotech-companies/) - [Proceedings of the ISCA 12th International Conference on Intelligent and Adaptive Systems and Software Engineering](https://innovationincubator.com/publication/proceedings-of-the-isca-12th-international-conference-on-intelligent-and-adaptive-systems-and-software-engineering/) - [SMBs should adopt KM Strategies PDQ for ROI](https://innovationincubator.com/publication/smbs-should-adopt-km-strategies-pdq-for-roi/) - [Challenging Aerospace Problems for Intelligent Systems](https://innovationincubator.com/publication/challenging-aerospace-problems-for-intelligent-systems/) - [Cognizant enterprise maturity model (CEMM)](https://innovationincubator.com/publication/cognizant-enterprise-maturity-model-cemm/) - [Knowledge management tutorial: an editorial overview](https://innovationincubator.com/publication/knowledge-management-tutorial-an-editorial-overview/) - [Robust Neural Networks in Financial Forecasting](https://innovationincubator.com/publication/robust-neural-networks-in-financial-forecasting/) - [Fuzzy Neuron Formalism](https://innovationincubator.com/publication/fuzzy-neuron-formalism/) - [EFM-based controllers for space attitude control: applications and analysis](https://innovationincubator.com/publication/efm-based-controllers-for-space-attitude-control-applications-and-analysis/) - [Evolving multiple fuzzy models and its application to an aircraft control problem](https://innovationincubator.com/publication/evolving-multiple-fuzzy-models-and-its-application-to-an-aircraft-control-problem/) - [Space station fuzzy controller synthesis and analysis](https://innovationincubator.com/publication/space-station-fuzzy-controller-synthesis-and-analysis/) - [An immune system framework for integrating computational intelligence paradigms with applications to adaptive control](https://innovationincubator.com/publication/an-immune-system-framework-for-integrating-computational-intelligence-paradigms-with-applications-to-adaptive-control/) - [Discovering Multiple Fuzzy Models using the EFMCN Algorithm](https://innovationincubator.com/publication/discovering-multiple-fuzzy-models-using-the-efmcn-algorithm/) - [Hybrid fuzzy logic flight controller synthesis via pilot modeling](https://innovationincubator.com/publication/hybrid-fuzzy-logic-flight-controller-synthesis-via-pilot-modeling/) - [Genetic algorithm modules in MATLAB: Design and implementation using software engineering practices](https://innovationincubator.com/publication/genetic-algorithm-modules-in-matlab-design-and-implementation-using-software-engineering-practices/) - [Discovering multiple fuzzy models using genetic algorithms and its application](https://innovationincubator.com/publication/discovering-multiple-fuzzy-models-using-genetic-algorithms-and-its-application/) - [An application of intelligent neural network to time series business fluctuation prediction](https://innovationincubator.com/publication/an-application-of-intelligent-neural-network-to-time-series-business-fluctuation-prediction/) - [GA-optimized fuzzy controller for spacecraft attitude control](https://innovationincubator.com/publication/ga-optimized-fuzzy-controller-for-spacecraft-attitude-control/) - [Soft Systems at Alabama](https://innovationincubator.com/publication/soft-systems-at-alabama/) - [Evolutionary Learning techniques for Fuzzy Controller Synthesis](https://innovationincubator.com/publication/evolutionary-learning-techniques-for-fuzzy-controller-synthesis/) - [Grammatical inference using higher order recurrent neural networks](https://innovationincubator.com/publication/grammatical-inference-using-higher-order-recurrent-neural-networks/) - [Fuzzy Decision Support Expert System](https://innovationincubator.com/publication/fuzzy-decision-support-expert-system/) - [Intelligence: Exact computation or biofunctional cognition](https://innovationincubator.com/publication/intelligence-exact-computation-or-biofunctional-cognition/) - [Multi Criteria Multi goal decision making – the Fuzzy Paradigm](https://innovationincubator.com/publication/multi-criteria-multi-goal-decision-making-the-fuzzy-paradigm/) ## SecOps - [Auto MobileApp](https://innovationincubator.com/secops/auto-mobileapp/): Testing solution for Vehicle Rental Mobile App for Auto Dealers, Fleet, and other vehicle owners (Owners) to provide vehicles to drivers including those who drive for uber/lyft (Renters) in the rideshare and Transportation as a Service (TaaS) industry. - [Auto WebApp](https://innovationincubator.com/secops/auto-webapp/): Web application testing solution for an artificial intelligence-based digital retailing storefront solution for auto dealerships. Features include lead management, sales pipeline, real-time inventory update, staff alerts via SMS & emails, F&I management, CRM integration, etc. - [Healthcare WebApp](https://innovationincubator.com/secops/healthcare-webapp/): A security testing solution for a USA-based digital healthcare tech company that provides a 24/7 virtual care service. - [PenTesting WebApi](https://innovationincubator.com/secops/pentesting-webapi/): Penetration testing solutions for a company specializing in real estate data, insights, and solutions, catering to the entire real estate industry. The project involved the use of NodeJs and other related technologies, with AWS serving as the cloud infrastructure. - [WordPress Web](https://innovationincubator.com/secops/wordpress-web/): WordPress website testing solution for a company that offers a unique model of combining technology partnership, incubation, and domain/tech acceleration capabilities for founders.  ## Success Stories - [Security Assessment and Remediation for a US Healthcare Company’s WordPress Site](https://innovationincubator.com/success-story/security-assessment-and-remediation/): A US-based healthcare company required a security assessment for their WordPress site due to suspected malware infiltration and security vulnerabilities. Their primary concern was to safeguard patient data and ensure uninterrupted service delivery. - [Security Testing & Continuous Vulnerability Management for a Real Estate Client](https://innovationincubator.com/success-story/security-testing-and-continuous-vulnerability-management/): A US-based real estate company sought a comprehensive security testing and continuous vulnerability management solution for its application hosted on AWS. The company's primary goals were to identify and remediate application-level vulnerabilities and ensure ongoing security of their EC2 instances through regular scanning and patching. - [Security Enhancement for a US-Based Real Estate Company’s AWS Environment](https://innovationincubator.com/success-story/security-enhancement-for-aws-environment/): A US-based real estate company required a comprehensive security enhancement for its AWS environment. The company's primary concern was safeguarding sensitive property and client data, ensuring compliance with industry regulations, and maintaining uninterrupted service delivery for their online platforms. - [Enhancing Security for a US-Based Digital Healthcare Tech Company in AWS](https://innovationincubator.com/success-story/enhancing-security-in-aws/): A USA-based digital healthcare technology company offers 24/7 virtual care services, connecting patients with healthcare professionals through a secure telemedicine platform. Given the sensitive nature of health data and the need for uninterrupted service, robust security is essential for the company. ## Team Members ## Testimonials - [Febin K Joseph](https://innovationincubator.com/testimonial/febin-k-joseph/): Reflecting on the past, I'm overwhelmed with gratitude and pride. It's been two years filled with growth, learning, and exciting challenges. I've had the opportunity to work on various innovative projects, contributing to the development of Android applications that have positively impacted thousands of users. Innovation Incubator Advisory has been the perfect playground for honing my skills in Kotlin and Java, as well as getting hands-on experience with Flutter and other essential tools in the Android ecosystem as well as cross platform. - [Bahul B Krishnan](https://innovationincubator.com/testimonial/bahul-b-krishnan/): Innovation Incubator offers a wide range of technology exposure to all their employees. Latest technology adoption in work also adds a rank which helps each employee to nurture their technical skills and experience and to stand ahead in this fast growing world. Flexibility in work eases our day to day life and helps our life to stay balanced even during pandemic situations. - [Aruna V R](https://innovationincubator.com/testimonial/aruna-v-r/): Love to be part of Innovation incubator. It's a great company. I really enjoyed working here with talented people, good friends, strong team and the best superior I ever had. It’s their support and encouragement that I can manage my team and receive my current position. Thanks to II leadership and management for this wonderful experience. - [Sruthi Soman](https://innovationincubator.com/testimonial/sruthi-soman/): It has been 2 years since I started working with Innovation Incubator Advisory. It is a pleasure to work with like-minded individuals which adds value to the team work. I have learned so much and grown both personally and professionally. Thank you to everyone who has been a part of this journey with me. - [Greeshma Sunny](https://innovationincubator.com/testimonial/greeshma-sunny/): It has been an extraordinary journey filled with growth, innovation, and unforgettable experiences. From day one, I've felt valued and respected, knowing that my voice matters and my ideas are welcomed. What truly sets Innovation Incubator Advisory apart is our talented and supportive coworkers who are ready to lend a helping hand, share their expertise, and collaborate towards achieving our shared goal. - [Adarsh P Das](https://innovationincubator.com/testimonial/adarsh-p-das/): Coming up on my work anniversary at innovation incubator, and It's been a truly fantastic experience. My colleagues are incredibly supportive and always willing to lend a hand. The managers here are a wealth of knowledge, and they create a space where we can learn and grow form their expertise. there's a great sense of freedom to experiment try new things, and the environment is very forgiving. Even if a mistake is made, everyone is approachable and understanding, offering guidance and a chance to learn from it. 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[dev35](https://innovationincubator.com/hmls_logo/dev35/) - [dev34](https://innovationincubator.com/hmls_logo/dev34/) - [dev33](https://innovationincubator.com/hmls_logo/dev33/) - [dev32](https://innovationincubator.com/hmls_logo/dev32/) - [dev31](https://innovationincubator.com/hmls_logo/dev31/) - [dev30](https://innovationincubator.com/hmls_logo/dev30/) - [dev29](https://innovationincubator.com/hmls_logo/dev29/) - [dev28](https://innovationincubator.com/hmls_logo/dev28/) - [dev27](https://innovationincubator.com/hmls_logo/dev27/) - [dev26](https://innovationincubator.com/hmls_logo/dev26/) - [dev25](https://innovationincubator.com/hmls_logo/dev25/) - [dev24](https://innovationincubator.com/hmls_logo/dev24/) - [dev23](https://innovationincubator.com/hmls_logo/dev23/) - [dev22](https://innovationincubator.com/hmls_logo/dev22/) - [dev21](https://innovationincubator.com/hmls_logo/dev21/) - [dev20](https://innovationincubator.com/hmls_logo/dev20/) - [dev19](https://innovationincubator.com/hmls_logo/dev19/) - [dev18](https://innovationincubator.com/hmls_logo/dev18/) - [dev17](https://innovationincubator.com/hmls_logo/dev17/) - [dev16](https://innovationincubator.com/hmls_logo/dev16/) - [dev15](https://innovationincubator.com/hmls_logo/dev15/) - [dev14](https://innovationincubator.com/hmls_logo/dev14/) - [dev13](https://innovationincubator.com/hmls_logo/dev13/) - [dev12](https://innovationincubator.com/hmls_logo/dev12/) - [dev11](https://innovationincubator.com/hmls_logo/dev11/) - [dev10](https://innovationincubator.com/hmls_logo/dev10/) - [dev9](https://innovationincubator.com/hmls_logo/dev9/) - [dev8](https://innovationincubator.com/hmls_logo/dev8/) - [dev7](https://innovationincubator.com/hmls_logo/dev7/) - [dev6](https://innovationincubator.com/hmls_logo/dev6/) - [dev5](https://innovationincubator.com/hmls_logo/dev5/) - [dev4](https://innovationincubator.com/hmls_logo/dev4/) - [dev3](https://innovationincubator.com/hmls_logo/dev3/) ## Forms - [AL/ML Form](https://innovationincubator.com/metform-form/al-ml-form/): ${ parent.decodeEntities(`Name`) } * { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Work Email`) } * parent.activateValidation({"message":"This field is required.","emailMessage":"Please enter a valid Email address","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Company`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Role`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Requirement`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el)} > ${ parent.decodeEntities(`Book an AI Discovery Session →`) } - [HealthKarma Contact](https://innovationincubator.com/metform-form/healthkarma-contact/): parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) } /> ${ parent.decodeEntities(`First Name`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) } /> ${ parent.decodeEntities(`Last Name`) } parent.activateValidation({"message":"This field is required.","emailMessage":"Please enter a valid Email address","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Email Address`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el)} > ${ parent.decodeEntities(`Message`) } ${ parent.decodeEntities(`Send`) } - [Contact form New](https://innovationincubator.com/metform-form/contact-form-new/): { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`First Name`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Last Name`) } parent.activateValidation({"message":"This field is required.","emailMessage":"Please enter a valid Email address","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Business Email`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Phone`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Company / Startup Name (Optional)`) } ${ parent.decodeEntities(`Interest`) } parent.handleCheckbox(el, 'onLoad')} class="mf-checkbox multi-option-input-type" id="mf-input-checkbox-7638894"> parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Startup Studio`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Tech Services`) } ${ parent.decodeEntities(``) } item.value === parent.getValue("which-service-are-you-interested-in")) : } onChange=${(e)=> parent.handleSelect(e, "which-service-are-you-interested-in")} ref=${() => { register({ name: "which-service-are-you-interested-in" }, parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false})); if ( parent.getValue("which-service-are-you-interested-in") === '' && false ) { parent.setValue( 'which-service-are-you-interested-in', '', true ); parent.handleChange({ target: { name: 'which-service-are-you-interested-in', value: '' } }); } }} /> ${ parent.decodeEntities(`Which service are you interested in?`) } ${ parent.decodeEntities(``) } item.value === parent.getValue("project-stage")) : } onChange=${(e)=> parent.handleSelect(e, "project-stage")} ref=${() => { register({ name: "project-stage" }, parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false})); if ( parent.getValue("project-stage") === '' && false ) { parent.setValue( 'project-stage', '', true ); parent.handleChange({ target: { name: 'project-stage', value: '' } }); } }} /> ${ parent.decodeEntities(`Project Stage`) } ${ parent.decodeEntities(``) } item.value === parent.getValue("estimated-budget-range")) : } onChange=${(e)=> parent.handleSelect(e, "estimated-budget-range")} ref=${() => { register({ name: "estimated-budget-range" }, parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false})); if ( parent.getValue("estimated-budget-range") === '' && false ) { parent.setValue( 'estimated-budget-range', '', true ); parent.handleChange({ target: { name: 'estimated-budget-range', value: '' } }); } }} /> ${ parent.decodeEntities(`Estimated Budget Range`) } ${ parent.decodeEntities(`Stage`) } { parent.handleRadioDefault(el); parent.activateValidation({"message":"This field is required.","required":false}, el) }} checked=${'Idea' === parent.getValue('mf-radio')} /> ${ parent.decodeEntities(`Idea`) } { parent.handleRadioDefault(el); parent.activateValidation({"message":"This field is required.","required":false}, el) }} checked=${'Prototype' === parent.getValue('mf-radio')} /> ${ parent.decodeEntities(`Prototype`) } { parent.handleRadioDefault(el); parent.activateValidation({"message":"This field is required.","required":false}, el) }} checked=${'MVP' === parent.getValue('mf-radio')} /> ${ parent.decodeEntities(`MVP`) } { parent.handleRadioDefault(el); parent.activateValidation({"message":"This field is required.","required":false}, el) }} checked=${'Scale' === parent.getValue('mf-radio')} /> ${ parent.decodeEntities(`Scale`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Location (Optional)`) } ${ parent.decodeEntities(`Additional Details`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el)} > parent.activateValidation({"message":"reCAPTCHA is required.","required":true}, el)} /> ${ parent.decodeEntities(` Let’s Innovate Together`) } - [Healthcare](https://innovationincubator.com/metform-form/healthcare/): parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) } /> ${ parent.decodeEntities(`Full name`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Phone`) } parent.activateValidation({"message":"This field is required.","emailMessage":"Please enter a valid Email address","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Business email`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Company name`) } ${ parent.decodeEntities(`Select your biggest challenge`) } * parent.handleCheckbox(el, 'onLoad')} class="mf-checkbox multi-option-input-type" id="mf-input-checkbox-251e7c8"> parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Improve Patient Outcomes`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Enhance Care Coordination`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Increase Patient Engagement`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Reduce Administrative Costs`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Others`) } ${ parent.decodeEntities(`Send`) } - [Get Your Free Consultation Now!](https://innovationincubator.com/metform-form/get-your-free-consultation-now/): Stop Wasting Time. Start Delivering. Unique Outcomes - [Real Estate and Mortgage](https://innovationincubator.com/metform-form/real-estate-and-mortgage/): parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) } /> ${ parent.decodeEntities(`First Name`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) } /> ${ parent.decodeEntities(`Last Name`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Phone`) } parent.activateValidation({"message":"This field is required.","emailMessage":"Please enter a valid Email address","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Business Mail`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Company Name`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Company Website`) } ${ parent.decodeEntities(`How can we help? (Check all that apply)`) } * parent.handleCheckbox(el, 'onLoad')} class="mf-checkbox multi-option-input-type" id="mf-input-checkbox-03251c3"> parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Product Modernization`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Cost Reduction `) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Productivity Enhancement`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Go AI Native`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Move to the Cloud`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Extend Innovation Lab`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Staff Augmentation`) } ${ parent.decodeEntities(`Tech preference (Check all that apply)`) } * parent.handleCheckbox(el, 'onLoad')} class="mf-checkbox multi-option-input-type" id="mf-input-checkbox-141ce9e"> parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Javascript`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Python`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Node.js`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`AWS`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Azure`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Google Cloud`) } ${ parent.decodeEntities(`Send`) } - [Apply For Job](https://innovationincubator.com/metform-form/apply-for-job/): Accepted file types: pdf, doc, docx Max. file size permitted: 5 MB - [Contact Form](https://innovationincubator.com/metform-form/new-form-1684832393/): { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`First Name`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Last Name`) } parent.activateValidation({"message":"This field is required.","emailMessage":"Please enter a valid Email address","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Business Email`) } parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":true,"expression":"null"}, el)} /> ${ parent.decodeEntities(`Phone`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Company Name (Optional)`) } { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el) }} /> ${ parent.decodeEntities(`Location (Optional)`) } ${ parent.decodeEntities(`Interest`) } parent.handleCheckbox(el, 'onLoad')} class="mf-checkbox multi-option-input-type" id="mf-input-checkbox-7638894"> parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Startup Studio`) } parent.handleCheckbox(el.target, 'onClick') } aria-invalid=${validation.errors ? 'true' : 'false'} ref=${el => { parent.activateValidation({"message":"This field is required.","minLength":1,"maxLength":"","type":"none","required":false,"expression":"null"}, el)} } /> ${ parent.decodeEntities(`Tech Services`) } ${ parent.decodeEntities(`Stage`) } { parent.handleRadioDefault(el); parent.activateValidation({"message":"This field is required.","required":false}, el) }} checked=${'Idea' === parent.getValue('mf-radio')} /> ${ parent.decodeEntities(`Idea`) } { parent.handleRadioDefault(el); parent.activateValidation({"message":"This field is required.","required":false}, el) }} checked=${'Prototype' === parent.getValue('mf-radio')} /> ${ parent.decodeEntities(`Prototype`) } { parent.handleRadioDefault(el); parent.activateValidation({"message":"This field is required.","required":false}, el) }} checked=${'MVP' === parent.getValue('mf-radio')} /> ${ parent.decodeEntities(`MVP`) } { parent.handleRadioDefault(el); parent.activateValidation({"message":"This field is required.","required":false}, el) }} checked=${'Scale' === parent.getValue('mf-radio')} /> ${ parent.decodeEntities(`Scale`) } parent.activateValidation({"message":"reCAPTCHA is required.","required":true}, el)} /> ${ parent.decodeEntities(`Send`) }