AI-Powered Component Inspection & Digital Traceability
Turn repetitive manual inspection into an intelligent, traceable and automated quality workflow.
Mimasa AI connects industrial vision, edge AI, workflows and enterprise intelligence — without replacing your MES, PLM, ERP or shop-floor systems.
Thousands Of Manual Decisions Every Shift
Take batch-code verification on an automotive component. The operator has to locate the code, read it, compare it with the expected code, decide PASS or FAIL, mark the component and continue production.
A camera alone does not solve this. The system must know which physical component is being inspected, what should be on it, what the AI saw, how many times it was checked and what happened next.
From Component Identity To Plant-Wide Visibility
Eight steps that turn one inspection at one station into enterprise-grade quality evidence.
Identify The Component
An NFC identity is linked to the physical component before the operation. One component, one digital identity.
Control The Process
The identity is validated before the station is enabled, so unidentified components never enter the workflow.
Capture
An industrial camera captures the inspection image under controlled, repeatable lighting.
Inspect Locally
The Edge Inspection Application runs the AI vision model on site. It reads, validates, compares and decides.
Give A Simple Decision
The station shows PASS, FAIL or NOT READABLE. Operators act on a decision, not on a model output.
Preserve Every Attempt
Every retry is retained against the same component identity, so quality can trace the full story.
Build The Digital Record
Identity, expected and detected code, result, image evidence, station, shift, operator, attempts and disposition.
Share Across The Plant
The Cloud Inspection App gives authorised users live dashboards, trends, images and reports on browser and mobile.
One Component. One Identity. Complete History.
Say 500 tanks are manufactured and 50 fail their first inspection. Those 50 are inspected three times each. A system counting camera events would report 600 inspections and inflate the production number.
Mimasa AI keeps the distinction: 500 unique tanks and 600 inspection attempts. Management sees the correct production figure. Quality can still investigate every retry.
The Digital Inspection Record
Built For The Shop Floor. Connected To The Enterprise.
Mimasa AI operates as an intelligence layer around the systems you already run.
MES
Production orders, machines, routing, quantities and shifts.
PLM
Product specifications, revisions and engineering context.
ERP
Material, batch, supplier and order information.
QMS
Inspection plans, non-conformance and quality processes.
PLC & Machines
Actual shop-floor events and machine results.
Mimasa AI
Inspection intelligence, agents, evidence, dashboards and automation.
One Foundation, Many Inspection Use Cases
The same inspection foundation extends across the plant.
Batch Code Verification
Read and validate punched or printed codes.
Barcode / QR Verification
Read and validate component identity.
Label Inspection
Check correct label, content, position and presence.
Presence / Absence
Detect missing components or assemblies.
Assembly Verification
Verify required components are installed.
Machine Result Assurance
Capture and act on machine PASS/FAIL results.
Leak-Test Assurance
Connect test result, evidence, alerts and traceability.
Surface Inspection
AI-assisted scratch and dent detection where imaging allows.
Operator Adherence
Monitor configured operator and process compliance.
Quality Traceability
Maintain component-level inspection history.
Not every inspection problem should be solved with AI vision. Precision metrology, microscopic dimensional inspection and certain safety-critical deterministic measurements still need specialised systems. Mimasa AI focuses where AI, automation and traceability create measurable advantage.
Inspection Intelligence, Not Another Silo
Edge + Cloud
Inspection happens locally in real time. Enterprise visibility happens in the cloud.
Works With Existing Systems
Build on your current machines, PLCs, MES, PLM and ERP instead of starting over.
Complete Traceability
Every physical component gets a searchable digital inspection history.
Agentic Workflows
Results can trigger alerts, reports, escalations and downstream actions on their own.
Enterprise Intelligence
Plant and quality teams can interrogate inspection data in plain language.
Reusable Foundation
Add new inspection and automation workflows to the same Mimasa environment.
“Show components requiring more than one inspection yesterday.”
“Which shift has the highest first-pass failure rate?”
“Show me the inspection evidence for Tank 005128.”
Enterprise AI Without Enterprise-Sized Entry Costs
Traditional industrial digitisation asks for a large upfront software investment before value is proven. Mimasa AI takes a different route.
For suitable use cases, combine the required shop-floor hardware, the Mimasa platform and pay-as-you-go AI inspection instead of buying another isolated inspection stack.
Batch-code inspection can be priced per unique component inspected — not per AI call, retry or internal workflow.
Start With One Inspection Problem
You do not need to transform the factory on day one. Start with one component, one station and one measurable inspection problem.
From one inspection workflow to an intelligent factory.
Frequently Asked Questions
Common questions about edge inspection, component identity, integration and pricing.
Related Use Cases
See how Mimasa AI turns these capabilities into working automation.
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