Eval miss to release hold
● REVIEWER ASSIGNED
MODELS · FOR THE TEAMS WHO DEFEND THE CALL
An AI app for your field. You keep the weights.
Tracing tells you what the model did. AuraOne records who approved it — eval miss, reviewer, regression gate, signed release. Start open. Train on your reviewed work. Keep the tuned model.
TRACING
What it did
Dashboards tell you what changed.
RELEASE
Who approved it
A signed gate, on the evidence, with the reviewer named.
WEIGHTS
Yours to keep
Train on reviewed work. Own the model.
TRACING VS RELEASE GOVERNANCE
Observability stops at the score. The value is the signed release.
Dashboards show what changed. They do not record who approved it. Here, an eval miss carries a reviewer, the regression gate it had to pass, and the signed evidence the release went out on. Then you train on that reviewed work and keep the tuned weights. Independent of any single data or model vendor — the release record is yours and free of conflict.
Score & remember
Evaluation
Test it, hold the line
- ·Evaluation Studio
- ·AuraQC
- ·Regression Bank
- ·Compliance Monitoring
- ·Control Center
Train & keep
Weights
Train on reviewed work
- ·Autopilot
- ·Training
- ·RL Environments
- ·Federated Learning
Sign the release
Release
Proof you own
- ·One record per release
- ·Reviewer attached
- ·Regression gate
- ·Export pack you own
ONE RELEASE RECORD
● Evidence● Reviewer● Regression gate
SIGNED · RELEASE OWNER NAMED
01→
One record
↳ Reviewer attached
02→
Signed evidence
↳ Release owner named
03→
Release gate
↳ Regression must pass
04
Export pack
↳ Customer-owned
SCORE & REMEMBER
Test the work. Review it. Catch the same mistake once.
Every escaped failure becomes a gate the next release cannot cross. The proof rides along — access, audit, retention, and exports live inside the workflow.
EvaluationReleaseProof
EVALUATION STUDIO
Test it before it ships.
For the teams who stopped trusting the eval script.
AURAQC
Quality that doesn't end at ship day.
Every issue. Every reviewer. One screen.
BASELINE / CANDIDATE● GATE CLEAR
BASELINE
fail
fail
fail
fail
CANDIDATE
pass
pass
pass
pass
Risk −18Rubric 94SIGNED VERDICT
REGRESSION BANK
Every mistake. Only once.
Every escaped failure becomes a gate the next release cannot cross.
COMPLIANCE MONITORING
Compliance that writes itself.
The record builds as the work is done. Access, audit, retention, and exports live here too.
SIGNED PROOF● SEALED
Rubric142 cases
Reviewer19 overrides
Checksumsha256:7fa9…
EvidenceEP-4187
EVALREVIEWPOLICYRELEASE
SIGNED
EP·4187
EP·4187
Signed at release gate · EP-4187
CONTROL CENTER
The last check before it ships.
Tests, reviews, regressions, and compliance converge here.
OVERVIEW
The stack, on one page.
Start here. Every module, every group, one scroll.
TRAIN & KEEP
Start open. Train on your reviewed work. Keep the tuned weights.
You own the model, not a rented endpoint. Run the agents, learn together, and keep the updates without sharing the data.
AutopilotTrainingRL
AUTOPILOT
Describe it. Watch it run.
Workflows that build themselves — and wait for the approval you set.
SIGNED PROOF● SEALED
Rubric142 cases
Reviewer19 overrides
Checksumsha256:7fa9…
EvidenceEP-4187
EVALREVIEWPOLICYRELEASE
SIGNED
EP·4187
EP·4187
Signed at release gate · EP-4187
TRAINING
Your model. Yours to keep.
Train on reviewed work. Keep the tuned weights. Export the record.
RL ENVIRONMENTS
Environments built by the people who use them.
Reviewed once. Approved once. Available to every team that needs them.
FEDERATED LEARNING
Learn together. Keep it separate.
Share the updates. Not the data.
ONE RUN, END TO END
A signal becomes a decision without losing context.
An eval miss becomes a reviewer assignment, a regression case, a compliance finding, and a release hold — then a signed packet and a tuned model. One record, not five separate stories.
Regression bank
● GATE WRITTEN
The gate it must pass
BASELINE / CANDIDATE● GATE CLEAR
BASELINE
fail
fail
fail
fail
CANDIDATE
pass
pass
pass
pass
Risk −18Rubric 94SIGNED VERDICT
Signed release
● RELEASE OWNER NAMED
The evidence it shipped on
SIGNED PROOF● SEALED
Rubric142 cases
Reviewer19 overrides
Checksumsha256:7fa9…
EvidenceEP-4187
EVALREVIEWPOLICYRELEASE
SIGNED
EP·4187
EP·4187
Signed at release gate · EP-4187
A frontier model lab routed every escaped regression into a signed release gate — one record, one owner, one decision.
WHAT COMES OUT
The proof leaves with you.
A signed release packet — scorecard, reviewer rationale, replay suite, and decision timeline — ready when an examiner or committee asks. EU AI Act high-risk training-data provenance enforces August 2026; 78% of orgs can't validate their data before training, and 77% can't trace where it came from.
01
Scorecards
One read on what passed, what failed, and what needs another look.
↳ ARTIFACT
02
Review records
The case, the reviewer notes, and the final call stay together.
↳ ARTIFACT
03
Replay suites
Escaped issues become repeatable checks the next release must pass.
↳ ARTIFACT
04
Decision timelines
What changed. Who approved it. Whether the work moved forward.
↳ ARTIFACT
05
Evidence packets
Checks, history, and proof — ready when someone asks.
↳ ARTIFACT
MODELS
Bring the work. Keep the proof. Own the model.
Bring the release, the review queue, or the escaped issue that matters most. We will show how it runs. Keep your registry, your CI, your providers — AuraOne signs the hard decision and keeps the reviewer evidence attached.