Factory AI Investigator

Anomaly investigation for maintenance engineers

Synthetic demo data
Demo coverage: NVIDIA Nemotron on Nebius investigates M-101–M-105. Open a saved demonstration window or investigate a historical event. New historical investigations review the first flagged window; this edition does not run live sensor replay.
Evidence workspace

Synthetic historical events and bounded evidence-seeking investigations.

A traceable investigation workspace

Follow the signal.
Inspect the evidence.

Review five machines, inspect a flagged sensor window, and watch NVIDIA Nemotron select evidence tools, reassess results and produce a traceable report.

Google sign-in · Synthetic demonstration
01

Detect

XGBoost flags suspicious 30-minute sensor windows.

02

Gather

Python compares the trigger window with the preceding readings.

03

Retrieve

Nemotron chooses scoped log, calibration and manual tools.

04

Check

The agent reassesses evidence within a four-tool budget.

05

Report

Validated report structure, traceable sources and explicit gaps.

Five machines M-101CNC MachineM-102Milling MachineM-103Conveyor SystemM-104Hydraulic PressM-105Robotic Arm

Synthetic demo data. Demo manuals are not verified OEM instructions. Reports do not confirm a mechanical fault or authorize maintenance.

Sensor readings

Recorded values

One sensor per axis. Units and normal operating limits are not established.

Evidence workspace