ManuBuddy · The manufacturing AI agent

Give every production linean AI agent that knows the process

ManuBuddy is an AI agent rooted in the shop floor: it speaks floor language and reads process data. From anomaly diagnosis and OEE analytics to captured know-how — pushing OEE from 60% to 80%+ and turning veteran expertise into your company's own industrial brain.

Rooted in Industry. Growing with AI.

Tightening · Press-fit · Dispensing · Laser welding · AOI · EOL — six process Skills built in

Why manufacturing needs its own AI agent

60% → 80%+
OEE improvement target
< 5 minutes
Anomaly to root cause
6 categories
Built-in process Skills
70%+
Veteran know-how captured

Six capabilities of one manufacturing agent

Not a generic chatbot — an AI agent that lives on the line and speaks process know-how.

Hears the floor · Multi-modal input

Photos, video, voice descriptions plus PLC alarms, MES logs, equipment params and test data — capture the problem once, and the agent understands all of it.

Thinks it through · Convergence engine

Built for vague descriptions, incomplete data and stacked failures — the agent reasons in stages and converges fast on the TOP 3 most likely root causes.

Knows the craft · 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.

Works as a team · Multi-agent collaboration

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

Does the math · OEE analytics

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

Never forgets · Auto-captured know-how

Problems, root causes, fixes and validation results auto-archive — the agent gets smarter with every case, building your own industrial brain.

An agent every manufacturing role can use

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

Equipment / process engineer

Upload an anomaly once; the agent 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 "depending on veterans" to "the company's own AI agent" — turning process expertise into a real moat.

IT / MES / digital team

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

Process Skills built into the agent

Start from one high-value process: tightening first (highest ROI), then expand to press-fit, dispensing, laser welding and beyond.

The agent's 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

Agent recognition + convergence

The agent classifies the problem, calls the matching process Skill, and narrows 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.

Give your factory an AI agent that knows the process

Start at one station — close an anomaly loop in five minutes. No credit card required.