OEE agent for discrete manufacturing

Turn shop-floor anomalies intoTOP 3 root causes in 5 minutes

Multi-modal capture · industrial problem-convergence engine · industry Skill library · multi-agent process experts — pushing OEE from 60% to 80%+ and turning veteran know-how into your own industrial brain.

Tightening · Press-fit · Dispensing · Laser welding · AOI · EOL — six high-value process Skills already encoded

Six core capabilities

Not a generic ChatGPT — an industrial problem-convergence engine that turns process know-how into data.

Multi-modal floor input

Operators snap photos, record video, speak descriptions and attach PLC alarms, MES logs, equipment params and test data — no more "can't describe it".

Industrial problem-convergence engine

Built for vague descriptions, incomplete data and stacked failures — multi-stage reasoning narrows the problem fast and returns the TOP 3 most likely root causes.

Industry Skill Library

Tightening curves, press-fit displacement, dispensing width/break, weld defects, AOI classification, EOL fail codes — anomaly patterns + root-cause trees + investigation order, encoded.

Multi-agent expert system

A Dispatcher routes to specialist agents — Process Experts, OEE Analyzer, RCA, Knowledge and Learning Agents — each owning what they do best.

OEE analytics

Automatically attributes Availability / Performance / Quality losses: is it downtime, takt or quality? AI surfaces the daily TOP 3 reasons OEE dropped.

Auto-captured know-how

Problems, causes, fixes and validation results auto-archive into your own industrial brain — so the company keeps the expertise, not just the veterans.

Built for shop-floor roles

From equipment and process engineers to line leads, plant managers and IT/MES — each role gets a workflow in OEEAgent.

Equipment / process engineer

Upload an anomaly once; AI returns TOP 3 root causes plus a Step 1/2/3 investigation path — no more trial-and-error.

Line lead / shift supervisor

Today's OEE drop reasons, top micro-stoppage stations, top rework stages — the shift's losses on one screen.

Plant manager / GM

Move from "veteran-in-the-head" to "the company's own process brain" — building a real industry moat.

IT / MES / digital team

Wire PLC / MES / SCADA / EOL / images / video / SOPs into one agent platform — no more data silos.

A closed loop from anomaly to captured know-how

01

Shop-floor anomaly input

Photos, video, voice, PLC alarms, MES logs, equipment params — multi-modal capture so the problem isn't stuck on "can't describe it".

02

AI recognition + convergence

Classify the problem, call the matching Skill, and narrow a vague report to the TOP 3 root causes.

03

Diagnosis path & action

Output a Step 1 / 2 / 3 investigation order plus SOP recommendations — guide the action and validate the result.

04

Feedback into the knowledge base

Validated results write back to the KB; next time a similar anomaly hits, the agent is faster and sharper.

Structure veteran process expertise into your company's industrial brain

Start at the tightening station — close one anomaly loop in five minutes.