STEP 01
WHAT WE STANDARDIZE
Bring in the work
Screen material candidates and move only the right ones into qualification.
→DOMAIN LABS · MATERIALS · MATERIALS LAB SCREENS CANDIDATES, SENDS UNCLEAR RESULTS TO LAB REVIEWERS, AND ISSUES A QUALIFICATION PACKET FOR THE MATERIAL THAT SURVIVES REVIEW.
Qualified. Signed. Kept.
Bring candidate materials, property targets, and test results into one workflow. The lab 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
Three steps. Candidate set in. Lab review on anomalies. Qualification packet out.
Bring in the work. Standardize the step. Hand off a clean result.
STEP 02
WHAT WE REVIEW
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
WHAT WE SIGN
Leave with a clean result
Get one qualification packet with the decision, evidence, and status attached.
WHY IT EXISTS
The reason a materials team buys the lab.
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 lab compares fit, flags anomalies, and keeps the qualification decision tied to the underlying evidence.
FOCUS AREAS · THREE WINDOWS
The three places this lab 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.
WORKFLOW · THREE STAGES
The walkthrough 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
A model already suited to the workflow.
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 lab 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
REVIEWER · EVIDENCE · OUTPUT
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 gateCONNECTED MODULES · INSIDE THE OS
What this lab plugs into.
The materials lab does not run alone. Each captured decision feeds into the AuraOne modules that govern release, memory, and review — one record, one standard, one packet.
№ 01 · MODULE
AI Labs
№ 02 · MODULE
Workforce
№ 03 · MODULE
Control Center
№ 04 · MODULE
Regression Bank
ON THE RECORD · A MATERIALS PROGRAM
“The review used to be the bottleneck. Now it’s the part of the workflow that moves the fastest. The record travels with the work.”
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.
RELATED LABS
Same loop. Different wavelength.
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.