Industry projects
Systems built for real plants and clients. Each one opens to the problem, the build, how it works and what changed.
Plant knowledge assistant
Plain-English questions, cited answers from SOPs, maintenance manuals and quality reports in seconds.
85%answer acceptance from 200+ engineers
Tool-calling plant agents
Agents that turn requests into SQL, refresh dashboards, and raise alerts or tickets, with a person approving each action.
5 shopsin the phased rollout
Predictive maintenance
Anomaly detection and failure prediction on sensor time series, wired to alerts and work orders.
−15%unplanned downtime on pilot lines
Plant lakehouse
MES, SAP, quality inspection and line-sensor data in one Azure Databricks lakehouse.
10+ → 1data sources in one governed lakehouse
Cloud data pipelines
Batch and streaming pipelines on AWS at 2 TB+ a day, plus a zero-loss migration off legacy ETL.
−30%monthly compute cost