AI-POWERED QUALITY AGENT

Factory floor knowledge,
running while you sleep.

AmpFlow watches your assembly lines in real time — catching defect patterns, tracking component traceability, flagging supplier issues, and generating quality reports automatically. No humans checking spreadsheets.

ampflow — live monitor
[14:02] Line A-3 — Solder joint anomaly detected · lot #NW-4821 · flagged supplier ChipEase
[14:02] Trace updated · 1,247 components verified · 0 failures
[13:58] Supplier variance · Taiwan Micro_components · 3rd deviation this quarter
[13:55] QC Report generated · shift B · auto-signed · sent to ops@ampflow
[13:41] Connected · 4 lines active · monitoring 8,200 components/hr
HOW IT WORKS

Live defect detection.
No humans in the loop.

DETECT

Pattern Recognition

AI continuously monitors assembly line sensor data and image feeds. When a defect signature emerges — cold solder, misaligned placement, contamination — it catches it in real time, before the batch moves downstream.

97.3% defect catch rate
TRACE

Full Lineage

Every component gets a digital passport. Supplier, lot number, assembly station, timestamp. If a defect escapes downstream, AmpFlow tells you exactly which lot, which station, which shift — in seconds.

<4s trace lookup time
ALERT

Supplier Intelligence

AmpFlow correlates defect data across batches. If ChipEase components keep failing at station 7, it flags the supplier automatically — with evidence — so you can act before the next shipment arrives.

48h avg early warning
REPORT

Auto-Generated QC Logs

Shift ends. Human QC manager compiles a report. AmpFlow already sent one — with charts, defect heat maps, supplier variance charts, and sign-off — to your ops team before the shift supervisor checks their phone.

0 human hours per report
TRACE OUTPUT

A single defect tells you everything — or nothing. AmpFlow makes sure it's everything.

Traditional traceability: you know a failure happened. AmpFlow tells you exactly why, where it came from, and what else might be affected. Every component traced to its source in under four seconds.

Sample defect record
DEF-2026-041847 CRITICAL
Component MLCC 0805 10µF ±10%
Supplier ChipEase Semiconductor
Lot #NW-4821 · Exp. 2027-04
Station SMT-A7 · Line A
Detected 2026-05-25 14:02:31
Defect Type Solder bridge · pattern #SBP-07
Affected Units 312 units quarantined
Supplier History 3 deviations this quarter · flag escalated
Action Lot #NW-4821 isolated · ChipEase notified
SUPPLIER INTELLIGENCE

AmpFlow learns which suppliers break first — and tells you before they do.

ChipEase Semiconductor
3 defect events in 14 days · lot #NW-4821 quarantined
Alert sent to procurement · escalation flag set
NexCore Technologies
0 defect events · 47,200 components verified this month
Supplier in good standing · no action needed
Taiwan Micro_components
Variance trend detected · 2 deviations this month
Watch list · monitored next 30 days
Meridian Sensors Ltd.
0 defect events · all traceability records complete
Supplier in good standing · no action needed
97.3%
Defect catch rate
4s
Trace lookup time
48h
Avg early warning lead time
0
Human hours per QC report

The factory floor runs whether you're watching or not.
Now you don't have to be.

AmpFlow is the quality agent your QC team doesn't have time to be. It monitors every line, every shift, every component — and tells you what matters before it becomes a crisis.