TIH Foundation — IIT BombayTIH Foundation

TIH Deep Tech Ecosystem

Three deep-tech focus areas driving research and translation.

Spanning sensing, compute, intelligence and deployment — TIH invests in areas where deep-tech can meaningfully impact India-scale problems.

TIH Deep Tech Ecosystem

TIH Deep Tech Ecosystem: Connected Intelligence at Scale

The Convergence: Where IoT Meets AI Meets Robotics

At TIH IIT Bombay, we're not building isolated technologies—we're architecting an Intelligence Pyramid where data collection, intelligent decision-making, and autonomous execution converge into exponential impact.

IoT captures real-world data from millions of connected sensors and devices. Artificial Intelligence transforms that raw data into actionable intelligence. Robotics translates intelligence into real-world action and automation. Together, they create a complete ecosystem that turns problems into profitable solutions.

This isn't theoretical. Our portfolio of 35+ startups, 60+ live deployments, and 500,000+ users across agriculture, healthcare, manufacturing, and smart cities prove that integrated deep tech is where India's competitive advantage lies.

35+

Startups

60+

Live Deployments

500k+

Users Impacted

The Intelligence Pyramid

Execution Layer (Robotics)
Action

Translates intelligence into real-world action & precision automation.

Intelligence Layer (AI & ML)
Insights

Transforms raw data streams into predictive intelligence & insights.

Data Collection (IoT / IoE)
Sensing

Captures real-world data from millions of connected sensors & devices.

Detailed Breakdown

Explore Each Layer of Connected Intelligence

Layer 1: Sensing & Data Collection

IoT & Internet of Things (IoE) – Data Collection at Scale

What We Do: We develop connected sensor networks and IoT platforms that transform physical environments into data streams. From smart agriculture sensors to industrial IoT systems to connected healthcare devices, we enable real-time monitoring and intelligent decision-making.
IoT Data Collection

Connected Sensors

50,000+ Deployed Devices Nationwide

The Value Proposition
Collect actionable data from anywhere, anytime, in real-time
99.2% uptime on production deployments
<1.5 second latency on critical alerts
67% faster data collection vs. manual methods
Military-grade security aligned with NMICPS standards
What Makes Us Different
End-to-end integration with AI models and robotic execution (not just sensor data)
Deployment experience across 25+ live pilots with proven ROI
Custom hardware design + cloud platform + analytics stack
Government backing (NMICPS, Department of Science and Technology)

Our Portfolio & Impact

15+ IoT Startups

Supported and scaled

50,000+ Devices

Connected & deployed

25+ Active Pilots

Live pilot deployments

25+ Papers

Peer-reviewed annually

Who Should Work With Us

Startups

Building IoT products? We offer funding (₹20-40L), infrastructure, mentorship, and enterprise connections.

Enterprises

Need real-time data from operations? We deliver feasibility studies, pilots (8-12 weeks), and full deployment.

Researchers

Advancing IoT technology? Access to hardware labs, field testbeds, and funded research programs.

Key Technologies

5G
LoRaWAN
MQTT
Edge Computing
Arduino
Raspberry Pi
AWS IoT
Azure IoT
Custom Gateways & Sensors
Quick Stats:50,000+ Connected Devices25+ Deployment Sites99.2% Uptime<1.5s Alert Latency₹380+ Crores portfolio RevenueKnow More
Layer 2: Intelligence & Predictive Analytics

Artificial Intelligence & Machine Learning – Intelligence Layer

What We Do: We build AI and machine learning solutions that extract predictive intelligence from data. Computer vision for defect detection, predictive maintenance, crop disease identification, demand forecasting, anomaly detection—we apply AI to solve real business problems.
AI Intelligence Layer

Predictive Models

100,000+ Active Users Using AI Insights

The Value Proposition
92-95% accuracy on computer vision models
87-91% precision on predictive models
3–6 month deployment cycle from problem to production
40-60% operational efficiency gains in pilots
Explainable AI—models you can trust and validate
What Makes Us Different
Deep learning + traditional ML
Domain adaptation expertise
Production ML pipelines
Real-world deployment experience across 8+ domains
Integration with IoT sensors and robotic execution

Our Portfolio & Impact

12+ AI Startups

With market traction

100k+ Users

Using AI insights

18+ AI Projects

Across multiple verticals

30+ Papers

Peer-reviewed annually

Applications Across Sectors

Agriculture

Crop disease detection, yield prediction, soil analysis

Manufacturing

Equipment failure prediction, quality control, defect detection

Healthcare

Disease detection, patient risk assessment, diagnostic support

Finance

Fraud detection, credit risk, demand forecasting

Logistics

Route optimization, demand prediction, inventory management

Who Should Work With Us

Startups

AI idea? Mentorship, infrastructure access, customer connections, Series A support.

Enterprises

Specific operational problem? Assessment → pilot → full deployment.

Researchers

AI/ML research? NMICPS funding, computing resources, real-world datasets.

Key Technologies

TensorFlow
PyTorch
XGBoost
Computer Vision (CNN)
NLP
Predictive Analytics
Federated Learning
GPU Clusters (30+ GPUs)
Quick Stats:100,000+ Active Users18+ Active Projects92-95% Accuracy Rates3-6 Month Deployment Cycle₹380+ Crores portfolio RevenueKnow More
Layer 3: Autonomous Action & Robotics

Robotics & Autonomous Systems – Execution Layer

What We Do: We design, build, and deploy robotic and autonomous systems that execute precision tasks. Agricultural robots for weeding and harvesting, industrial robots for assembly and inspection, autonomous systems for manufacturing and logistics—we translate AI decisions into real-world action.
Robotics Execution Layer

Autonomous Systems

15+ Active Robotic Deployments

The Value Proposition
40% reduction in manual labor requirement (agriculture)
85% reduction in unplanned downtime (manufacturing)
20% increase in yield through precision operations
30% reduction in water consumption
25-35% improvement in overall equipment effectiveness (OEE)
What Makes Us Different
Custom mechanical design for domain-specific challenges
Autonomous navigation in unstructured environments (farms, factories)
Real-time perception and decision-making
Integration with IoT sensors and AI models (closed-loop systems)
Proven deployment experience across agriculture, manufacturing, logistics

Our Portfolio & Partnerships

8+ Startups

Launched from concept to field

15+ Deployments

Active robotic deployments

30-50% Efficiency

Improvements in live pilots

Industry Leaders

Partnerships: KUKA, ABB, Boston Dynamics

Applications

Agriculture

Precision weeding, selective harvesting, targeted irrigation, autonomous spraying

Manufacturing

Predictive maintenance, automated assembly, quality inspection, material handling

Logistics

Autonomous guided vehicles (AGVs), warehouse automation, last-mile delivery

Healthcare

Telemedicine robots, diagnostic systems, robotic-assisted surgery planning

ROI Timeline

Agricultural Robotics

2-3 Year Payback

Realized through labor savings & yield gain

Industrial Robots

18-28 Month Payback

Realized through zero unplanned downtime

System Efficiency

3-6 Month Gains

Gains realized within first deployment wave

Who Should Work With Us

Startups

Robotics idea? Hardware lab access, manufacturing partners, field testing grounds, mentorship.

Enterprises

Automation challenge? Assessment → pilot deployment → full rollout.

Researchers

Robotics/autonomous systems? Lab infrastructure, real-world testbeds, funding.

Key Technologies

ROS 2
SLAM
Autonomous Navigation
Computer Vision
Custom Kinematics
Gripper Design
Real-time Control
Manufacturing Partnerships
Quick Stats:15 Active Deployments8+ Startups Launched40-85% Efficiency Improvements2-3 Year Typical ROI₹380+ Crores portfolio RevenueKnow More

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