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EcoGenius

AI Research

Research that ships.

Our R&D exists to move capability from papers into production. Four active research programs feed directly into the product portfolio.

Sensor-fusion anomaly detection

Combining acoustic, pressure, and vibration signals with deep learning to detect physical-world failures — leaks, bearing wear, intrusion — minutes after onset with order-of-magnitude fewer false alarms.

Pipeline Leak Detection · Predictive Maintenance

Private LLM architectures

Fine-tuning and serving open-weight language models inside customer VPCs with governed retrieval, evaluation gateways, and sovereign data guarantees for regulated industries.

Custom AI Models · Government deployments

Operational digital twins

High-fidelity discrete-event simulation of warehouses and production lines, calibrated continuously from live WMS and IoT telemetry for risk-free experimentation.

Warehouse Digital Twin · Manufacturing

Edge inference in harsh environments

Model compression and offline-first inference for remote sites — compressor stations, buses, factory floors — where connectivity is intermittent and latency is safety-critical.

Attendance AI · Transport Tracking · Oil & Gas

Read our field notes on the blog

AI Innovation

The future of enterprise AI, already in production.

The capabilities defining the next decade of operations — deployed by our teams today.

Agentic AI

Autonomous agents that execute multi-step business workflows end to end.

Multi-Agent Systems

Specialist agents that coordinate — triage, analyze, act — under human command.

Computer Vision

Defect detection, attendance, and safety monitoring at production line speed.

Predictive Analytics

Forecasts for demand, failure, and risk — weeks before they materialize.

Digital Twins

Live simulations of physical operations you can experiment on risk-free.

Private LLMs

Language models fine-tuned on your knowledge, deployed inside your walls.

Edge AI

Inference at the source — factories, pipelines, campuses — even offline.

Enterprise Automation

Document-to-decision pipelines across ERP, CRM, and legacy systems.

Ready to see what your operation looks like intelligent?

A 30-minute strategy call. Your workflows, our architects, and a concrete view of what AI can automate first.

hello@ecogenius.in

Silchar · Bengaluru · Guwahati · London · New York