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TwoElectrons Knowledge Hub · Physical AI Network

Learn Physical AI from Real Products, Projects and Deployments

Explore practical news, technical blogs, videos, guides and resources across sensors, edge AI, robotics, connectivity and industrial intelligence.

4News & articles
2Videos
7Resources
9Knowledge areas
Government Schemes

Explore programmes for Physical AI, IoT and electronics

Discover official initiatives in AI, robotics, IoT, chip design and electronics manufacturing.

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Overseas Marketing

Explore international market opportunities

Find programmes, market developments and routes to global buyers for AI, IoT and electronics.

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RFP Listings

Explore live technology opportunities

Browse current RFPs in AI, IoT and electronics. Open an image to read the full opportunity.

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Knowledge Hub / IPR

Protect what you create.

Practical intellectual property guides for electronics, IoT and Physical AI innovators in India.

5 guides
News & Blogs

Latest thinking, updates and technical explainers

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Videos

Watch Physical AI concepts explained simply

2 videos
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Edge AI 18 min

Edge AI Deployment Basics

Understand model optimisation, hardware selection and deployment considerations for running AI close to the physical process.

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Physical AI 12 min

Physical AI Explained: From Sensors to Actions

A practical introduction to how sensors, edge compute, AI models and actuators work together in Physical AI systems.

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Resources

Guides, checklists, case studies and reference material

7 resources
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Government Schemes

Design Linked Incentive (DLI) Scheme

Financial incentives and shared design infrastructure for eligible Indian semiconductor design companies, startups and MSMEs.

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Government Schemes

Electronics Components Manufacturing Scheme (ECMS)

An incentive programme for domestic electronics components, sub-assemblies and materials, with the 2026–27 outlay raised to ₹40,000 crore.

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Government Schemes

IndiaAI Mission

India's ₹10,371.92 crore AI mission covers shared compute, indigenous models, datasets, application development and startup support.

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Government Schemes

National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS)

A national network of 25 Technology Innovation Hubs developing cyber-physical technologies, including robotics, AI and IoT.

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Guide 15 min read

Physical AI Starter Guide

A structured learning guide covering embedded systems, sensors, connectivity, edge computing and robotics fundamentals.

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Government Schemes

Semicon India Programme 2.0

Approved in July 2026 with a ₹1,27,500 crore outlay, the second phase expands India's chip ecosystem across design, materials, fabrication, packaging, research and talent.

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Learning Path

Not sure where to start?

Start with embedded fundamentals, understand connectivity, then move into edge AI and robotics. The strongest Physical AI engineers understand how the full stack works together.

Explore Topics
1Embedded FundamentalsMCUs, sensors, interfaces
2Connected SystemsBLE, LoRaWAN, MQTT
3Edge IntelligenceVision, inference, optimisation
4Robotics & DeploymentControl, motion, real systems