AI4ICPS

What AI4ICPS does

AI4ICPS (legally IIT KHARAGPUR AI4ICPS I HUB FOUNDATION) is a Section 8 non-profit Technology Innovation Hub established in 2020 within IIT Kharagpur under India's National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS), Department of Science and Technology. Its mandate is to translate AI and machine learning research for cyber-physical systems from Technology Readiness Level (TRL) 3 to TRL 7, spanning eight application verticals: healthcare, agriculture, manufacturing, energy, transportation, environment, education, and legal/judiciary. The hub runs a layered translational research portfolio of 23 projects supported by 24 research fellows across postdoctoral, doctoral, and undergraduate/postgraduate tiers, alongside six incubated startups (CuppaTrade, EdgeForce, AODH Lifesciences, NXTBOT, QuinTrans Hyperloop, Navimitra).

The core technology stack spans all six major AI modalities — text (LLMs, NLP, knowledge graphs), image (medical imaging, semantic segmentation), video (object tracking, surveillance), audio (speech recognition), structured data (sensor monitoring, risk modeling), and multimodal (accent conversion, multimodal pretraining). Core capabilities include generative AI, computer vision, predictive analytics, autonomous agents (including Safe Reinforcement Learning for neural-network-controlled autonomous CPS, supported by Synopsys VC Formal Elite and DPV Elite tool licenses worth $5.5 million), anomaly detection, recommendation systems, knowledge retrieval, and process automation. Operational programs include Chanakya Postdoctoral Fellowship (Cohort 8 in 2025), CPS-EIR, CPS-PRAYAS, CPS Startup Ignition, CPS-GCC, CPS-SSS, and CPS-GCC.

The business model is hybrid grant-and-services, not venture-backed commercial. Initial funding was a five-year Grant-in-Aid from DST with a mandate to become financially self-sustaining; supplementary in-kind funding includes $5.5M in Synopsys tool licenses. Earned revenue streams are small-fee and diverse: (1) online certificate programs HAAI and HAAI++ delivered through TCS iON (8,500+ learners since 2023; INR 3,499 for the AIoT embedded programming course); (2) government and enterprise B2B training contracts (CSIRT Power/Ministry of Power, GRID-INDIA/SLDC, NSSTA), custom/quoted; (3) service revenue from data annotation (image, text, audio, video), AI-powered embedded device services, and AI-powered automatic assignment evaluation; and (4) incubation services via CPS-EIR/CPS-PRAYAS/CPS-GCC with stipends and seed grants (up to INR 30,000/month and INR 10 lakhs respectively). Customer base spans government ministries, public-sector training institutions, individual learners, researchers, and early-stage startups; geographic scope is India-only with no claimed international footprint.

Name

AI4ICPS

Legal name

IIT KHARAGPUR AI4ICPS I HUB FOUNDATION

Website

https://ai4icps.in

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

AI4ICPS is a non-profit Technology Innovation Hub at IIT Kharagpur, funded under India's NM-ICPS mission, that translates AI/ML research for cyber-physical systems (TRL 3 to 7) via fellowships, incubation, training, and 23 translational projects serving government, startups, and learners.

Ownership category

akta.pro rank

Product category

Technology Innovation Hub and AI Research Services

NAICS

Computer Systems Design and Related Services (54151), Custom Computer Programming Services (541511)

SIC

Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Responsible AI, AI Governance & Compliance Services (BPAEAHAJ), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)

Keywords

• AI research and development
• Technology innovation hub
• Cyber-physical systems
• Startup incubation programs
• Professional AI upskilling

Headquarters

HQ city

Kharagpur

HQ country

India

HQ region

Asia

Offices2 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Government Grant (DST): Initially supported by Grant-in-Aid from Department of Science and Technology (DST), Government of India for a period of 5 years, following which it is mandated to become financially self-sustaining. This is a pre-revenue organization transitioning to sustainability.
2. Fellowship Program Fees: Chanakya Postdoctoral Fellowship provides INR 50,000/- per month if defense is pending and INR 80,000/- per month if degree is awarded. Revenue flows to support researchers in translational AI/ML work.
3. Upskilling Program Revenue: Fee-based AI training programs including HAAI (Hands-on Approach to AI) and HAAI++ cohorts, embedded systems courses (INR 3,499), and B2B training programs for organizations like GRID-INDIA, NSSTA, and CSIRT Power
4. Service Revenue: AI-powered services including data annotation services, embedded device services, AI-powered automatic assignment evaluation, and incubation services for innovators

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels6 records

Core offering

AI4ICPS is a Technology Innovation Hub that conducts translational AI/ML research for cyber-physical systems (advancing projects from TRL 3 to TRL 7), runs postdoctoral and research fellowships (Chanakya), delivers cohort-based AI upskilling programs (HAAI, HAAI++, AIoT embedded systems courses), incubates startups through CPS-EIR, CPS-PRAYAS, and CPS Startup Ignition programs, and offers commercial AI services including data annotation, embedded device design, and automatic assignment evaluation.

Product overview

AI4ICPS (Artificial Intelligence for Interdisciplinary Cyber-Physical Systems) is a Technology Innovation Hub established by IIT Kharagpur under NM-ICPS, DST, Government of India. The organization operates as a platform-plus-programs architecture offering: (1) Educational Programs including HAAI and HAAI++ certificate programs in collaboration with TCS iON, and specialized courses like the AIoT Platform embedded programming course; (2) Chanakya Postdoctoral Fellowship supporting translational AI/ML research; (3) Translational Research Projects spanning healthcare, agriculture, manufacturing, energy, transportation, education, legal, and environment domains; (4) Startup Incubation Programs including CPS-EIR, CPS-PRAYAS, CPS Startup Ignition, and CPS-GCC; (5) Data Annotation and AI-Powered Embedded Device Services. The hub focuses on technology translation from TRL 3 to TRL 7 and building AI-enabled CPS solutions for India's industrial advancement.

Differentiator

Problem solved

Functional benefit

Brands

• HAAI: Hands-on Approach to AI - Online Certificate Programme by AI4ICPS in collaboration with TCS iON for building AI talent.
• HAAI++
• CHANAKYA Postdoctoral Fellowship
• CPS-EIR
• CPS-PRAYAS
• CPS-GCC

Products and services

• Chanakya Postdoctoral Fellowship Fellowship program supporting postdoctoral candidates pursuing translational research in AI and ML for Interdisciplinary Cyber-Physical Systems, with mentorship in product development, entrepreneurship, and commercialization. Open to Ph.D. holders and candidates with defense pending.
• HAAI (Hands-on Approach to AI) Online certificate programme delivering hands-on AI and machine learning proficiency through live lectures and industry tools, in collaboration with TCS iON. Multiple cohorts offered progressively since 2023 to 8,500+ learners.
• HAAI++ (Hands-on Approach to Advanced AI) Advanced-level online certificate programme covering Generative AI, Explainable AI, Agentic AI, and Prompt Engineering, offered in collaboration with TCS iON.
• AIoT Platform: Hardware Design and Implementation with Embedded Programming Course 20-hour online course covering IoT-based PCB design, embedded programming, and implementation for AIoT applications. Priced at INR 3,499 per participant.
• Translational Research Projects 23 AI intervention projects in Cyber-Physical Systems spanning healthcare, agriculture, manufacturing, energy, transportation, education, legal, and environment sectors, advancing from TRL 3 to TRL 7. Includes AI-assisted point-of-care devices, precision agriculture systems, smart manufacturing optimization, and more.
• CPS-EIR (Entrepreneur in Residence) One-year fellowship program supporting early-stage AI/ML entrepreneurs with on-site residency at IIT Kharagpur, providing stipend up to INR 30,000 per month and MVP development support.
• CPS-PRAYAS One-year on-site startup incubation program supporting AI/ML startups at TRL 3-4 to advance to TRL 5, with seed grant up to INR 10 lakhs.
• CPS Startup Ignition Funding ignition program supporting 10 early-stage startups per year that have demonstrated an MVP at TRL 5.
• CPS-GCC (Grand Challenges and Competitions) Challenges encouraging early-stage and pre-incubated inventions with quarterly residential support and TRL 3 MVP training.
• Data Annotation Services Commercial data annotation services for AI/ML models including image annotation (bounding boxes, semantic segmentation, object detection), text annotation (NER, sentiment analysis, classification), audio annotation (speech recognition, tagging, transcription), and video annotation (object tracking, action recognition).
• AI-Powered Embedded Device Services Services for enhancing hardware for AI and ML applications, including AI-Powered Embedded System Design.
• AI-Powered Automatic Assignment Evaluation Service AI-powered automatic assignment evaluation service for educational institutions.
• B2B Government and Corporate Training Programs Custom enterprise training programs including AI and Cybersecurity training for CSIRT Power Ministry of Power, GRID-INDIA, and NSSTA. Delivered on-site for government and enterprise clients with residential components.
• Samridh Cohort 2 Skill development program cohort focused on AI training for professionals and learners.

Named customers3 records

Segments8 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability17 records

Feature4 records

Partnerships

Five partnerships are on record, tiered core.

• Space Industry Association of India (SIA-India)coreStrategic or Co-development Partner · 27 June 2025MoU signed on June 27, 2025 at India Space Congress in New Delhi. Strategic partnership to strengthen industry-academia collaboration in satellite communications, artificial intelligence, and broader space and technology ecosystem. Joint promotion of knowledge exchange, workshops, academic-industry programs, and research studies to drive innovation, skill development, and real-world applications in space technology and AI.
• Zettawise Consulting Pvt. Ltd.coreStrategic or Co-development PartnerMoU for joint efforts in research, training, and development in Operational Technology (OT) Security, AI, and ML. Strategic collaboration to address emerging challenges in IT & OT network security, promote AI-driven threat intelligence, cybersecurity skill development, and cutting-edge research. Building innovative, scalable solutions to fortify India's cybersecurity infrastructure in critical sectors.
• PadUp VenturescoreStrategic or Co-development PartnerStrategic MoU to strengthen India's AI and Deep Tech startup ecosystem. Partnership offers structured mentoring, specialized training modules, and funding access to support early-stage AI startups. Goal to bridge gap between cutting-edge research and market-ready solutions, enabling deep-tech innovations to scale effectively.
• Synopsys Inc.coreTechnology or IntegrationAgreement for translational research project 'Safe Reinforcement Learning for Neural Network-Controlled Autonomous CPS'. Synopsys providing VC Formal Elite and DPV Elite licenses worth $5.5 million to support formal verification of AI models and control code equivalence. Tools enable proving equivalence between control code and AI models.
• TCS iONcoreChannel Partner/ Reseller/ DistributorCollaboration with TCS iON for online certificate programmes (HAAI, HAAI++). TCS iON platform used to deliver AI training programs to 8500+ learners since 2023. Partnership enables delivery of Hands-on Approach to Advanced AI programs with industry and academic experts through live lectures and hands-on tools.

Scale indicators7 records

Recent moves6 records

Expansion highlights7 records

Direct peers

• Wadhwani AI: India-based non-profit AI research organization building applied AI solutions for social good (healthcare, agriculture). Shares the non-profit, government-and-philanthropy-funded, translational-AI model with similar cross-sector research orientation.
• TiHAN Foundation (IIT Hyderabad): NM-ICPS TIH at IIT Hyderabad focused on autonomous navigation and CPS. It is one of the sister hubs in the same DST-mandated network, with identical translational research, incubation, and fellowship structures.
• IITB-AI4BHARAT Foundation: NM-ICPS TIH at IIT Bombay focused on AI for Indic languages and Indian contexts. Comparable as another DST-backed AI innovation hub with research translation, incubation, and skilling mandates.
• IHFC Foundation (I-Hub Foundation for Healthcare): NM-ICPS TIH hosted at IIT Delhi focused on healthcare technologies. It shares AI4ICPS's mandate of translational research from low to higher TRLs, startup incubation under CPS programs, and skilling — a directly comparable hub operating under identical government and institutional frameworks.
• IITM Pravartak Technologies Foundation: Sister NM-ICPS Technology Innovation Hub hosted at IIT Madras, focused on sensors, networking, and cyber-physical systems. It operates the same TIH model — DST grant, sectoral translational research, startup incubation, and skilling — making it the closest structural peer to AI4ICPS.

Broad incumbents

• Microsoft Research India: Microsoft's India-based AI research lab working on multilingual AI, healthcare, and CPS-related topics. While well-funded and globally positioned, it operates an adjacent applied-AI research model that competes for talent and policy attention.
• Infosys Center for AI: Infosys's applied AI research and innovation arm focusing on enterprise AI adoption. Comparable as a larger, well-funded AI innovation hub with industry partnerships, though commercial rather than academic in orientation.
• TCS Research: Tata Consultancy Services' industrial R&D division conducting translational AI research across healthcare, manufacturing, and CPS-adjacent domains. Functions as a broader industry incumbent with overlapping applied AI capability and commercialization scale.
• Google Research India: Google's India-based AI research lab focused on Indic-language AI, healthcare, and agriculture. Overlaps with AI4ICPS in translational AI for social-impact verticals but operates at substantially greater scale and capital depth.

Emerging players

• AI4Bharat: Open-source applied AI research lab at IIT Madras focused on Indian-language AI. While narrower in scope (language AI), it competes for similar grant-backed AI talent, fellowship cohorts, and applied AI positioning in India.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/ai4icps
• YouTubeyoutube.com/@ai4icps37/featured
• Facebookfacebook.com/ai4icps
• LinkedInlinkedin.com/company/ai4icps

Revenue estimate

Valuation estimate

Number of profiles

Profiles13 records

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about AI4ICPS