AutomatonAgent

Agent Catalog

Agents built for the shop floor and the R&D lab

Filter by industry and function. Agents marked “Case proven” are running in a customer deployment.

Industry
Function
13 agents
Case proven

Hand-Feel Copilot

Predicts and explains fabric hand-feel from finishing parameters, and reverse-optimizes recipes for a target feel.

  • Textiles
  • Process Optimization
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Case proven

Color Deviation Agent

Early warning of ΔE color deviation across dye lots, with the process drivers behind it.

  • Textiles
  • Quality
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Stenter Energy Agent

Balances stenter temperature and speed against moisture targets to reduce energy use.

  • Textiles
  • Equipment
Case proven

Batch Consistency Agent

Keeps Brix, pH, viscosity and color consistent from blending to filling, and traces deviations to raw-material lots.

  • Food & Beverage
  • Quality
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Sterilization & Filling Monitor

Watches sterilization and filling parameters and alerts before a deviation becomes a hold.

  • Food & Beverage
  • Equipment
Case proven

Molding Tuning Agent

Recommends injection-molding setpoint changes inside the validated window, for technician approval.

  • Automotive Parts
  • Process Optimization
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Case proven

Molding Defect RCA

Ranks causes of short shots, flash, sink marks and warpage with shot-level evidence.

  • Automotive Parts
  • Quality
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Case proven

Casting Porosity Agent

Links shot curves to X-ray and machining results to flag porosity and shrinkage risk early.

  • Automotive Parts
  • Quality
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Mold & Die Health Agent

Tracks mold and die thermal balance, cycle counts and maintenance history to plan service.

  • Automotive Parts
  • Equipment
Case proven

R&D Process Agent

Structures requirements, checks designs against review checklists and analyzes change impact.

  • Telecom Equipment
  • R&D Engineering
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Case proven

Test & Traceability Agent

Generates test cases and keeps requirement–design–test traceability up to date.

  • Telecom Equipment
  • R&D Engineering
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Factory Knowledge Agent

Answers questions from SOPs, specs and past incidents, always citing its sources.

  • All industries
  • Knowledge

SPC & 8D Agent

Monitors SPC charts, detects drift and capability loss, and drafts 8D reports for review.

  • All industries
  • Quality

Need an agent for a different process?

Most of our agents started as a custom request. Describe your process and we will scope it with you.