Digitize Assembly and Test for High-Mix, High-Complexity Electronics
Controls That Protect Yield and IP
Electronics manufacturing is sensitive to handling, torque, firmware, and calibration. Apprentice embeds required checks and signoffs directly into workflows so operators execute the right sequence every time — reducing scrap, retest, and escapes.
Every Revision Changes the Line
PCB spins, firmware drops, and supplier alternates move quickly. Apprentice lets you control effectivity by build or serial, publish updates instantly, and prove the line ran the approved revision. Reduce misbuilds during transitions and protect configuration integrity.
Connect Test Data to the Enterprise
MES belongs in the middle of traceability. Apprentice integrates with test stations, PLM, and ERP so results, defects, and rework loops are connected. Engineers get faster feedback, and quality teams get cleaner evidence for audits and customer requirements.
AI Agents for Electronics & Technology
A1's sub-agents automate the work Electronics & Technology teams spend hours on manually.
Things you can do today, but faster.
Active Troubleshooting GuideGenerate a step-by-step troubleshooting guide for repeated feeder fault ALM-214 on SMT Line 3 using the equipment manual, line procedures, and current build context.
Multi-File SOP Quick-ReferenceI uploaded the startup SOP, product revision changeover SOP, test station SOP, and packout SOP. Find the exact sections required before starting the next build on Line 3 and generate a step-by-step operator guide.
Equipment Setup GuideExtract the startup, feeder verification, and pre-run safety checks from the pick-and-place, reflow oven, and functional test station manuals for today’s production run.
Workflows you never thought possible.
Process Drift AnalysisAnalyze the hourly process data for placement accuracy, cycle time, test yield, and defect rate. Identify any trends moving toward control limits and recommend operator checks or adjustments before the line falls out of target.
Throughput & Yield Improvement ReviewCompare the last three runs for this product family, isolate the biggest losses in throughput, retest, and first-pass yield, and show me the best operator-level improvements for the next run.
Shift SummaryEvery day at 6:45 PM, generate a shift summary from today’s operator notes, downtime log, and inline quality checks, then email it to me for review before handoff.
