An integrated manufacturing analytics platform that connects production, quality, yield and equipment data into one, enabling integrated monitoring and analysis — and letting you ask questions in natural language. It links scattered data into a single pipeline to analyze everything from production status to quality, process stability and equipment anomalies without gaps.
Production, quality, yield & equipment in one view
Natural-language query → table/chart answer
Safely, with a local LLM
Process stability & equipment anomaly analysis
You don't need to know where the 60-plus menus are. Ask in natural language and the copilot finds the data you need and answers with tables and charts. Data queries and charts are handled by our own server while the AI only understands the question and composes the sentences — a read-only approach that is safe even on air-gapped networks with no internet.

"What was yesterday's production output?" — you can also start with suggested-question chips.

Presents query results visualized with summaries and calculations.
Production → Quality/Yield → SPC → FDC. The four domains are connected by a single data pipeline.

KPIs for output, yield and equipment utilization, with daily trends and low-yield issues on one screen.

Grasp the WIP distribution by process and status as a snapshot.

Manage utilization by run/idle/down and OEE per equipment.

Output-vs-input yield at the line and FAB level.

Identify major causes via Pareto by defect type and process.

Visualize and compare wafer defects on a coordinate map.

Compare defect distribution per LOT with a Bin (pass/fail) map.

Manage center and dispersion with Xbar-R charts, detecting rule violations.

Check conformance to specifications by monitoring daily Cp/Cpk.

Overall status plus alarm aggregation by severity, equipment and sensor.

Monitor trends of multiple sensors together with control limits.

Click a correlation-matrix cell → scatter plot and regression line (~8× faster with DB pivot).
We provide OneIQ consultations and demos.