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Vision + Inspection

Instrumental AI Visual Inspection + Ignite Lean

Available now

Instrumental brings AI defect detection to PCBA + electronics manufacturing. Stream its findings to builds.

REST API Webhooks

How the Connection Works

Instrumental AI Visual Inspection
REST APIWebhooks
Ignite Lean
Into Ignite Lean
  • AI defect detections + confidence
  • Defect images
Back to Instrumental AI Visual Inspection
  • Operator-verified feedback

How It Works

  1. 1Instrumental publishes results via REST.
  2. 2Ignite Lean attaches to builds and raises NCs on fail.
  3. 3Operator-verified feedback returns for model retraining.

Recommended Workflows

How Instrumental AI Visual Inspection works best with Ignite Lean. These are recommended patterns: Ignite Lean fires the trigger, and how Instrumental AI Visual Inspection routes it (which work group, which device, which rule) is configured to your IT setup.

Inline inspection raises an NC instantly
Trigger A vision system flags a fail
  1. 1Instrumental AI Visual Inspection posts the fail result + defect image to Ignite Lean.
  2. 2Ignite Lean attaches it to the build and opens an NC.
  3. 3The line gates downstream steps until the NC clears.
Quality is enforced at the camera, not just after the fact.
Active recipe pushes to the camera
Trigger A build of a new product starts
  1. 1Ignite Lean pushes the active recipe / inspection model to Instrumental AI Visual Inspection.
  2. 2The camera switches to the right configuration automatically.
  3. 3Operators never select a recipe by hand.
No mis-set cameras, no false fails.

Connect Instrumental AI Visual Inspection today

This works now through our REST API, outbound webhooks, and Excel/CSV. Start with the API reference, or talk to us about a guided setup.

API ReferenceTalk to Us