Make Your Equipment Intelligent.
Across Every Deployment.
Your customers buy equipment. Drishya helps you deliver intelligence with it. Embed AI/ML capabilities into your industrial equipment — self-monitoring, self-diagnosing, self-optimizing — so every unit you ship knows its own performance, predicts its own failures, and recommends its own maintenance.
Book a DemoShip Equipment That Reports Its Own Health & State
OEMs that ship intelligent equipment win longer service contracts, reduce warranty claims, and differentiate in commoditized markets. Drishya embeds the intelligence layer into your equipment — not as a bolted-on dashboard, but as engineering-aware AI that understands how each unit was designed to operate.
From Equipment Supplier to Intelligence Partner.
Self-Monitoring Equipment
Every unit you ship monitors its own performance continuously — vibration, temperature, pressure, flow, power consumption — against the design parameters you engineered into it. Your customer sees equipment health. You see fleet-wide performance.
Self-Diagnosing Intelligence
When a unit starts degrading, Brains identifies the root cause automatically — bearing wear, fouling, seal leakage, misalignment — grounded in the engineering design of the specific model. Your service team gets the diagnosis before the customer calls.
Self-Optimizing Operations
Your equipment runs in diverse operating environments — different feedstocks, different ambient conditions, different load profiles. Brains optimizes set-points and operating parameters for each unit's actual conditions, not the standard factory configuration.
Fleet-Scale Analytics
Monitor your entire installed base from one platform. Compare performance across units, identify systemic issues before they cascade, and use fleet-wide data to improve your next generation of equipment design. Your deployed fleet becomes your R&D feedback loop.
Warranty & Service Contract Intelligence
Predictive failure data transforms your service model. Shift from break-fix warranty claims to predictive service contracts. Schedule maintenance before failures occur. Reduce warranty costs. Increase contract renewal rates. Turn service from a cost center into a revenue stream.
Customer-Facing Intelligence Portal
Deliver equipment intelligence directly to your customers — health dashboards, maintenance recommendations, performance benchmarks. Your customers see the value of intelligent equipment. You see the stickiness of a relationship that goes beyond the hardware.
Self-Monitoring Equipment
Every unit you ship monitors its own performance continuously — vibration, temperature, pressure, flow, power consumption — against the design parameters you engineered into it. Your customer sees equipment health. You see fleet-wide performance.
Self-Diagnosing Intelligence
When a unit starts degrading, Brains identifies the root cause automatically — bearing wear, fouling, seal leakage, misalignment — grounded in the engineering design of the specific model. Your service team gets the diagnosis before the customer calls.
Self-Optimizing Operations
Your equipment runs in diverse operating environments — different feedstocks, different ambient conditions, different load profiles. Brains optimizes set-points and operating parameters for each unit's actual conditions, not the standard factory configuration.
Fleet-Scale Analytics
Monitor your entire installed base from one platform. Compare performance across units, identify systemic issues before they cascade, and use fleet-wide data to improve your next generation of equipment design. Your deployed fleet becomes your R&D feedback loop.
Warranty & Service Contract Intelligence
Predictive failure data transforms your service model. Shift from break-fix warranty claims to predictive service contracts. Schedule maintenance before failures occur. Reduce warranty costs. Increase contract renewal rates. Turn service from a cost center into a revenue stream.
Customer-Facing Intelligence Portal
Deliver equipment intelligence directly to your customers — health dashboards, maintenance recommendations, performance benchmarks. Your customers see the value of intelligent equipment. You see the stickiness of a relationship that goes beyond the hardware.
In a market where equipment specifications are converging, the OEM that ships intelligence with the hardware wins the service contract, the fleet expansion, and the next-generation order. Equipment is the entry point. Intelligence is the moat.
Frequently Asked Questions
Common questions about Drishya AI for equipment manufacturers.
Any industrial equipment with sensor data — compressors, pumps, turbines, generators, heat exchangers, boilers, ESPs, gas lift systems, separation equipment, and more. Brains builds the behavioral model from each unit's operating history and validates it against the engineering design. If your equipment has sensors and a data sheet, Brains can make it intelligent.
Yes. The same compressor model operates differently in a SAGD plant versus a gas processing facility versus a refinery. Brains learns each unit's actual operating behavior in its specific environment — not just the factory-spec baseline. Set-point optimization and failure prediction adapt to local conditions automatically.
When you monitor your entire installed base, patterns emerge that individual-unit monitoring misses. A bearing failure mode that appears across 15% of units in high-temperature environments. A fouling pattern specific to certain feedstock compositions. A set-point configuration that consistently outperforms the factory default. Fleet data feeds your design engineering with evidence from actual field performance.
Drishya offers OEM partnership models including per-unit licensing, fleet-based pricing, and revenue-sharing on service contracts enabled by the intelligence layer. Most OEM engagements start with a pilot on a specific equipment line — demonstrating predictive value on a bounded fleet before scaling to the full installed base.
Ready to Ship Intelligence With Your Equipment?
See how Brains embeds self-monitoring, self-diagnosing, and self-optimizing intelligence into your equipment — across every unit, every customer, every environment.
- Embed predictive intelligence into every unit you ship.
- Monitor your entire installed base from one fleet-scale platform.
- Shift from break-fix warranties to predictive service contracts.
- Optimize each unit's performance for its actual operating environment.
- Turn your deployed fleet into an R&D feedback loop.