STEP 01
THE REAL CASES
Bring in the work
Screen material candidates and move only the right ones into qualification.
→APP DATA · MATERIALS
Qualified. Signed. Kept.
Bring candidate materials, property targets, and test results into one workflow. The app compares fit, flags anomalies, and keeps the qualification decision tied to the underlying evidence.
ACCEPTED FORMATS
CSV / LIMS exports / property tables
Start with the files and records the team already uses.
DECISION OWNER
Materials scientist
Keep the right specialist or approver on the work that needs judgment.
OUTCOME
Qualification 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
material programs stall because screening, lab review, and qualification notes live in separate places.
Upload the candidate materials set, inspect flagged cases, and export one qualification packet.
→STEP 03
THE EVIDENCE
Leave with a signed packet
Get one qualification packet with the decision, evidence, and status attached.
WHY IT EXISTS
The reason a materials team buys the app.
Use this when material programs stall because screening, lab review, and qualification notes live in separate places.
THE PROBLEM
Use this when material programs stall because screening, lab review, and qualification notes live in separate places.
THE REVIEW MOTION
Candidate set in. Lab review on anomalies. Qualification packet out.
THE OUTCOME
Property evidence, reviewer notes, and qualification status stay attached to the material record.
WHY TEAMS BUY IT
Bring candidate materials, property targets, and test results into one workflow. The app compares fit, flags anomalies, and keeps the qualification decision tied to the underlying evidence.
WHERE IT WORKS
The places this app does the work.
Candidate set in. Lab review on anomalies. Qualification packet out.
AREA · 01
Candidate screening
Start with the real candidate materials set and the rules that matter.
- ↳Bring in CSV / LIMS exports / property tables without stripping away context.
- ↳Keep project constraints visible from the first step.
- ↳Give the team one clear place to start the review.
AREA · 02
Property review
Send the hard calls to the materials scientist.
- ↳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
Qualification gate
Hand off a qualification 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.
Property evidence, reviewer notes, and qualification status stay attached to the material record.
STAGE · 01
01
Bring in the candidate materials set
Load the work, context, and rules into one record.
- ·Use CSV / LIMS exports / property tables.
- ·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 materials scientist.
- ·Highlight what can move fast and what cannot.
- ·Record reviewer notes and final calls.
- ·Keep the audit trail readable.
STAGE · 03
03
Export the qualification 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
M3GNet
Starts with M3GNet-style and other open graph materials models already suited to candidate screening.
Lab measurements, qualification calls, and failure analysis improve the model on your own materials programs.
AuraOne can help set the first qualification loop. Your materials team still owns the release criteria.
READING · MATERIALS · LIVE
00·00 INTAKEUSE THIS WHEN MATERIAL PROGRAMS STALSIGN 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
materials scientist
ENTRY MOTION
Candidate set in. Lab review on anomalies. Qualification packet out.
EVIDENCE PATTERN
Property evidence, reviewer notes, and qualification status stay attached to the material record.
OUTPUT SUMMARY
Get one qualification packet with the decision, evidence, and status attached.
PAINFUL STEP
material programs stall because screening, lab review, and qualification notes live in separate places.
WHAT YOU KEEP
Reviewed materials data, qualification logic, and tuned weights your team can keep.
↳ WORKFLOW ARCHETYPES
candidate screeningproperty reviewqualification 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
Models
№ 02 · MODULE
Workforce
№ 03 · MODULE
Control Center
№ 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 materials data, qualification logic, and tuned weights your 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.
MATERIALS
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
M3GNet
↳ LEAVES WITH
Reviewed materials data, qualification logic, and tuned weights your team can keep.