Focus area
Manufacturing and energy
Plant, plan, asset, renewable
Unplanned downtime is discovered on the floor, not predicted from the sensors.
Start a blueprint from this problem
A disruption at one supplier takes days to replan across plants.
Start a blueprint from this problem
Solar and wind assets underperform for months before anyone walks the site.
Start a blueprint from this problem
Solutions
7 in this area
Production Planning
T4Reference patternNiyojan
Multi-plant production planning at enterprise scale.
Production Execution & Traceability
T4Reference patternAnvaya
Every order traced from raw material to finished unit, in one genealogy view.
Disruption Replanning
T4Reference patternSankalp
When freight, tariffs, or material prices move, arrive with options, not alerts.
Industrial Operations Console
T4Reference patternDrishti
One role-aware console for equipment health, energy, alarms, and OT security.
Energy Optimization
T4Reference patternSantulan
Renewable-energy asset optimization and monitoring.
Solar Inspection
T4Reference patternWayam Eye
AI inspection for solar plants: find defects before they cost yield.
Connected Vehicle
T4Reference patternVahana
Connected-vehicle and telematics data, made actionable.
Agrani candidates
Prioritised for evidence, none validated yet
Representative use cases
All use casesautomotive
Fleet-Wide Fault Diagnostics from Live Vehicle Telemetry
A national freight logistics provider operating 3,500 heavy-duty commercial tractors and trailers across long-haul highway routes.
automotive
EV Battery Degradation & Thermal Runaway Monitoring for Transit Fleets
A metropolitan transit authority operating 600 electric buses under demanding urban stop-and-go driving conditions and extreme summer temperatures.
healthcare
Real-Time Cargo Cold-Chain Temperature Compliance in Pharmaceuticals
A specialized healthcare logistics provider transporting high-value vaccines and biologics in refrigerated trailer units across national distribution networks.
logistics
Automated Remote ECU Diagnostics & Over-The-Air (OTA) Campaign Validation
An automotive OEM deploying Over-The-Air (OTA) software updates to 250,000 connected consumer vehicles across multiple continent regions.
logistics
Intermodal Chassis & Container Asset Tracking Across Global Corridors
A global maritime shipping line managing 45,000 intermodal chassis and shipping containers moving between ports, rail yards, and customer warehouses.
automotive
Warranty Cost Leakage Elimination & Supplier Claim Recovery
A national logistics delivery provider operating 5,000 commercial delivery vans, dealing with high volumes of component failures under original manufacturer warranty.