Core module
Know the condition and history of every critical component.
Component Analytics applies AI to the parts and assemblies that determine product quality. It inspects components for visible defects, verifies features and configurations, and connects every result to its process context, so quality teams can trace issues to their source and act before they spread.
Capabilities
What Component Analytics does
AI-assisted visual inspection
Detects visible defects, damage and contamination on components and assemblies, consistently across shifts.
Feature and configuration checks
Verifies that the right part, orientation, fastener or connector is in place before the next step begins.
Component-level traceability
Links each inspection result to the batch, station and time it relates to.
Trend and drift analysis
Surfaces gradual shifts in component quality before they become non-conformances.
Supplier quality insight
Shows how incoming component quality varies by supplier and lot.
Inspection records on demand
Builds the documentation auditors and customers expect, without manual transcription.
How it works
From first process to everyday practice.
Every deployment starts with your process owners and the steps that matter most.
- 01
Define what good looks like
Specify the features, configurations and defect classes that matter for each component.
- 02
Capture at the station
Images and readings are captured where components are received, assembled or inspected.
- 03
Analyse in context
AI models assess each component and relate the result to its process history.
- 04
Act and trace
Non-conforming parts are flagged immediately, with the trail needed to contain and correct the cause.
Outcomes
What changes on the floor.
01
Less rework and scrap
Defects are caught at the station rather than at final inspection or in the field.
02
Complete traceability
Every critical component carries an auditable record of how it was inspected.
03
Better supplier conversations
Objective quality data makes supplier performance discussions specific and constructive.
Where it applies
