Manufacturing
Predictive production scheduling and engineering automation across multi-plant operations.
Overview
Multi-plant operations lose capacity and margin to planning and design work that can't scale by hand. We bring predictive scheduling and engineering automation to the plant floor, honoring the constraints that actually govern production.
Accelerators
Accelerators for Manufacturing.
Software Testing
Parikshan
AI across the software testing lifecycle, from authoring to release.
LifecycleAI in software testing
Engineering Automation
Shilpa
GenAI for CAD automation and manufacturing engineering.
GenAIfor CAD & manufacturing
Supply Chain
Purti
Supply-chain disruption prediction.
Earlydisruption lead time
Production Planning
Niyojan
Multi-plant production planning at enterprise scale.
60+facilities planned
Video Analytics
Arjuna
Real-time video analytics on the CCTV you already have.
RetrofitAI on existing cameras
Production Execution & Traceability
Anvaya™
Every order traced from raw material to finished unit, in one genealogy view.
Both waysgenealogy from raw material to finished unit
Warranty, AMC & Fleet Economics
Yukti™
Turn fleet condition into warranty, contract, and insurance decisions worth money.
Per assetremaining useful life, not fleet averages
Industrial Operations Console
Yantra™
One role-aware console for equipment health, energy, alarms, and OT security.
One consolehealth, energy, alarms, and OT security
Design Risk & DFMEA
Tatvam™
The whole failure-mode workflow in one control room, auditable end to end.
Initial vs residualRPN compared in a sortable risk register
Disruption Replanning
Sankalp™
When freight, tariffs, or material prices move, arrive with options, not alerts.
Options, not alertseach with projected impact
BOM Synchronization
Sama™
Engineering, manufacturing, service, and software BOMs kept in step as designs move.
Four domainsengineering, manufacturing, service, software
Regulatory Change Intelligence
Parivart™
Know which products a new rule touches, before the deadline finds you.
Mappedrule to product, market, and process
Use cases
The work we run in manufacturing.
29 modelled workflows, each with the steps it runs and the outcome it moves.
Manufacturing
Safety & Security
Autonomous Worker Safety & PPE Compliance Monitoring in Heavy Plants
A primary steel manufacturing mill operating high-risk melt shops, rolling mills, and heavy material handling yards equipped with 250 existing CCTV security cameras.
- PPE compliance rates increased
- 68%PPE compliance rates increased
- reduction in lost-time workplace injury incidents
- 72%reduction in lost-time workplace injury incidents
Manufacturing
Safety & Security
Real-Time Intrusion & Unauthorized Zone Detection in High-Security Sub-Stations
An electric utility provider managing 120 unstaffed high-voltage electrical sub-stations protected by perimeter fence security cameras.
- false security alarms reduced
- 96%false security alarms reduced
- unauthorized sub-station perimeter breaches within 15 seconds
- 100%unauthorized sub-station perimeter breaches within 15 seconds
Manufacturing
Maintenance & Reliability
Automated Package & Label Defect Inspection on High- Speed Conveyor Lines
A high-volume consumer packaged goods (CPG) facility producing 120,000 packaged food items daily across 6 high-speed conveyor lines.
- annual retailer chargeback penalties and product return costs
- $450,000annual retailer chargeback penalties and product return costs
Manufacturing
Finance
Fleet Yard Traffic Management & License Plate Recognition at Docks
An intermodal logistics hub managing 1,000 daily tractor-trailer arrivals across 80 loading docks and staging yards.
- truck gate check-in turnaround time reduced
- 45 minutestruck gate check-in turnaround time reduced
- unbilled detention charges using automated, audit-ready camera
- $620,000unbilled detention charges using automated, audit-ready camera
Manufacturing
Safety & Security
Flame, Smoke & Chemical Leak Micro-Detection in Oil Refineries
A petro-chemical refinery operating hazardous process units, tank farms, and pipe racks monitored by 400 outdoor industrial CCTV cameras.
- early flame and smoke detection response time cut
- 3 minutesearly flame and smoke detection response time cut
Manufacturing
Operations
At a Glance Multi Plant Operational Telemetry & Anomaly Detection
A global specialty chemicals manufacturer operating 14 continuous processing plants with over 80,000 IoT sensors tracking temperature, flow rate, pressure, and chemical acidity.
- unplanned reactor process shutdowns reduced
- 72%unplanned reactor process shutdowns reduced
- control room operator alarm fatigue reduced
- 60%control room operator alarm fatigue reduced