Mixed-model assembly, thousands of serial numbers a day, test results trapped inside testers — electronics manufacturing runs or dies on data discipline. We connect the line, the tests and the traceability into one system your customers can audit.
Pass/fail results live in each rig's local memory. Yield analysis means USB sticks and retyping.
By the time first-pass yield drops, a hundred boards went through with the same wrong component or bad paste.
Box-level records exist; component-level genealogy — which firmware, which soldering station — rarely does. Customer audits notice.
Changeovers between variants rely on operator attention. One missed toggle becomes a field failure.
We build records and controls aligned with what your customers' audits actually check:
Quality management system
Process records, calibration and CAPA trails kept systematically.
Workmanship acceptance standard
Inspection criteria digitized for consistent visual checks and AI training sets.
ESD control program
Compliance records — wrist straps, ionizer logs — captured digitally, audit-ready.
Hazardous-substance compliance
Material declarations and supplier certificates linked to lot records.
Serial-number unit genealogy: components, firmware, test results, operators — bound to each unit.
SMT/assembly line monitoring, tester integration via SECS/GEM or file capture, yield alerting.
Visual inspection for solder joints and cosmetic defects; trained on your real defect classes.
Yield analytics by product, shift and component batch — one version of the truth.
A small agent per tester uploads results automatically — analysis becomes live, not forensic.
First-pass yield per line on a screen; a drop pages the shift lead within minutes.
Feeder-stop and changeover losses made visible on the biggest-loss machine first.
Free diagnosis: map lines, testers and data dead-ends
Pilot: serial binding + live yield on one line
Extend genealogy to components and firmware; add AI vision where scrap pays
Roll out with customer-audit reporting formats built in
Audit-ready traceability. Freshness protected by the system.
you are here 02 · ELECTRONICSSerial-level truth on lines that never stop.
03 · AUTOMOTIVEIATF-grade discipline, engineered into the daily routine.
04 · PLASTICSEvery cycle counted, every mold earning its keep.
05 · COFFEEFrom farm intake to roasted bag — one lot ID all the way.
06 · FURNITUREEvery board counted, every kit complete, every site on time.
As long as you make a physical product, the physics stays the same: machines, materials, people, time. Tell us about your line, and we will tell you straight whether we are a fit.
→ Talk to usMost likely, yes. Machines, materials, people and time behave the same in ceramics as in coffee. Book the free diagnosis; if we are not the right fit, we will say so and point you to someone who is.
Yes — HACCP, ISO 22000, IATF 16949, sustainability schemes and buyer audits all reduce to documented, retrievable records. We configure the system to produce exactly those records, then invite your auditor to see them.
Yes — Vietnam and Japan are home bases, and we deliver in Thailand through regional partners. Diagnoses can run online, pilots need a plant visit.
That is one of our strengths: a pilot at one site, then a shared architecture rolled out site by site — with reporting your HQ can trust, in Japanese, Vietnamese or English.
60 minutes, at your factory or online. You receive our notes and a prioritized improvement map — free, with no obligation.