Process Optimization / Die Bonding
Correct the Drift before It Becomes a Process Error.
Insight detects drift in post-epoxy results and determines the adjustment. Autopilot applies qualified offsets to epoxy-gun pressure and height, then the loop continues by monitoring the next results.
Keep the Process Moving toward the Right Outcome.
In die bonding, the epoxy process needs consistent control. A drift in the post-epoxy result is a signal to investigate and correct the process, rather than wait for an epoxy error to trigger.
This self-healing use case brings analysis and equipment action together. Insight identifies the drift and determines the recommended adjustment. Autopilot carries out the qualified change to the pressure and height offsets. Subsequent process results show whether further attention is needed.
The Operating Sequence
From Observation to Action.
Detect the Drift
Monitor post-epoxy process results and identify movement away from the intended operating condition.
Determine the Adjustment
Insight determines the correction needed, including the recommended offsets to epoxy-gun pressure and height.
Apply the Correction
Autopilot applies the qualified offsets through the equipment workflow to address the drift before it triggers an epoxy error.
Monitor the Next Result
Continue observing post-epoxy results. Use the next process evidence to assess the correction and inform the next decision.
A Recommendation Becomes a Qualified Action.
Insight provides the analysis and recommended correction. Autopilot executes the equipment workflow within its qualified scope. Engineers define the permissible adjustment and exception conditions. A new recipe or process window requires its own evaluation.
Bring the Expertise to the Next Task.
For a new process, Insight Builder Agents investigate possible hypotheses, identify data gaps and test the available evidence against the intended outcome. Autopilot Builder Agents adapt the equipment workflow to the demonstrated procedure. The model and the action are evaluated together before the new loop is deployed.
Scaling means customizing and qualifying the next loop, including its data, model and equipment response.
The Platforms behind the Work
Insight turns process evidence into a recommended correction.
Autopilot carries the qualified correction into the machine and completes the operating workflow.
Your Expertise. New Possibilities.