STEP 01
THE REAL CASES
Bring in the work
Review inspections and decide what can ship with the evidence attached.
→APP DATA · MANUFACTURING
Every lot. Signed. Released.
Bring inspection data, batch context, and quality rules into one workflow. The app highlights defects, records the escalation path, and preserves the final release or hold decision.
ACCEPTED FORMATS
Inspection logs / MES exports / image sets
Start with the files and records the team already uses.
DECISION OWNER
Quality engineer
Keep the right specialist or approver on the work that needs judgment.
OUTCOME
Quality packet
Hand off one reviewed record instead of scattered notes.
HOW IT WORKS
A detection is not a decision. Sign the one that is.
Bring the real work. Route the borderline case to the specialist who signs for it. Leave with a packet that survives an audit — and the tuned weights you keep.
STEP 02
THE HARD CALL
weak quality decisions show up later as scrap, delays, warranty claims, or audit pain.
Upload the inspection lot, inspect flagged cases, and export one quality packet.
→STEP 03
THE EVIDENCE
Leave with a signed packet
Get one quality packet with the decision, evidence, and status attached.
WHY IT EXISTS
The reason a manufacturing team buys the app.
Use this when weak quality decisions show up later as scrap, delays, warranty claims, or audit pain.
THE PROBLEM
Use this when weak quality decisions show up later as scrap, delays, warranty claims, or audit pain.
THE REVIEW MOTION
Inspection data in. Quality review on defects. Release or hold packet out.
THE OUTCOME
Inspection history, defect evidence, reviewer notes, and gate status stay together.
WHY TEAMS BUY IT
Bring inspection data, batch context, and quality rules into one workflow. The app highlights defects, records the escalation path, and preserves the final release or hold decision.
WHERE IT WORKS
The places this app does the work.
Inspection data in. Quality review on defects. Release or hold packet out.
AREA · 01
Inspection review
Start with the real inspection lot and the rules that matter.
- ↳Bring in Inspection logs / MES exports / image sets without stripping away context.
- ↳Keep project constraints visible from the first step.
- ↳Give the team one clear place to start the review.
AREA · 02
Defect escalation
Send the hard calls to the quality engineer.
- ↳Surface the cases that need human judgment.
- ↳Keep reviewer notes attached to the decision.
- ↳Make approvals, overrides, and escalations easy to explain later.
AREA · 03
Release gate
Hand off a quality packet the next team can trust.
- ↳Export lineage, notes, and approval status together.
- ↳Save repeat failures as checks for the next run.
- ↳Deliver one clean packet for the next team or gate.
THE WORKFLOW
The path your team runs.
Inspection history, defect evidence, reviewer notes, and gate status stay together.
STAGE · 01
01
Bring in the inspection lot
Load the work, context, and rules into one record.
- ·Use Inspection logs / MES exports / image sets.
- ·Capture the project rules before review starts.
- ·Keep the original context attached.
STAGE · 02
02
Review what needs judgment
Score the work and send the decisions that need judgment to the quality engineer.
- ·Highlight what can move fast and what cannot.
- ·Record reviewer notes and final calls.
- ·Keep the audit trail readable.
STAGE · 03
03
Export the quality packet
Package the approved result for the next team, approval gate, or audit request.
- ·Bundle the evidence with the decision.
- ·Save the same mistake as a future check.
- ·Hand off a packet someone else can inspect.
STARTS FROM
Start from a model suited to the work. Not from scratch. Not a rented black box.
STARTER MODEL
YOLO + anomalib
Starts with open inspection models such as YOLO and anomalib, already suited to defect review and release gates.
Quality calls and lot history improve the model on your own lines. Every escaped defect becomes a check on the next release, so it does not ship twice.
AuraOne helps set the first gate. Your quality team still owns the final release or hold decision.
READING · MANUFACTURING · LIVE
00·00 INTAKEUSE THIS WHEN WEAK QUALITY DECISIONSSIGN 04·18
WHO SIGNS
The work and the people who sign for it.
Specialist reviewers, the evidence they keep, and the result the next team consumes.
REVIEWER TYPE
quality engineer
ENTRY MOTION
Inspection data in. Quality review on defects. Release or hold packet out.
EVIDENCE PATTERN
Inspection history, defect evidence, reviewer notes, and gate status stay together.
OUTPUT SUMMARY
Get one quality packet with the decision, evidence, and status attached.
PAINFUL STEP
weak quality decisions show up later as scrap, delays, warranty claims, or audit pain.
WHAT YOU KEEP
Reviewed inspection data, release rules, and tuned weights your manufacturing team can keep.
↳ WORKFLOW ARCHETYPES
inspection reviewdefect escalationrelease gateWORKS AS ONE LOOP
What this app plugs into.
Every signed decision feeds the rest of the platform. The Regression Bank turns each failed case into a check on the next release, so the missed call does not come back. Compliance review keeps the governance record and the exception trail an examiner asks for. One record, one standard, one packet.
№ 01 · MODULE
Workforce
№ 02 · MODULE
Control Center
№ 03 · MODULE
Compliance Monitoring
№ 04 · MODULE
Regression Bank
REGRESSION MEMORY
Every failed case becomes a check on the next release. The escaped defect, the missed variant, the bad call does not come back.
WHAT YOU KEEP
Your work. Your data. Your AI.
WORKFLOW
Real cases
Files, batches, and cases your team already runs. Not a demo.
DATA
Your tenant
In your VPC. Your keys. Your retention policy.
WEIGHTS
Yours to keep
Reviewed inspection data, release rules, and tuned weights your manufacturing team can keep.
Signed proof
The packet you keep
Sealed
Rubric run142 cases
Reviewer notes19 overrides
Export checksumsha256:7fa9
Eval
Review
Policy
Release
Signed at release gate·Evidence id EP-4187
Lineage, reviewer notes, and approval status in one signed record the next team can read — and an auditor accepts.
RELATED APPS
More fields. Same loop.
MANUFACTURING
Bring the workflow you want to own.
We'll map the workflow. Pick the starting model. Standardize the step. Hand you the result.
↳ STARTS FROM
YOLO + anomalib
↳ LEAVES WITH
Reviewed inspection data, release rules, and tuned weights your manufacturing team can keep.