AuraOne unifies evaluation, expert routing, regression protection, workflow automation, and governance so every failure becomes future protection.
One platform. One release gate. One audit trail.
The old stack gets the work done in pieces. AuraOne keeps the evidence attached from first evaluation through final approval, so every miss becomes a future release gate.
Evaluation, routing, governance, and regression memory live in separate systems, so failures do not compound into protection.
Result: repeated handoffs, duplicate evidence, and no durable release gate.
closed loop
One platform keeps the evidence attached from first evaluation through replay, approval, and release.
Evaluation, human decisioning, regression memory, and governance all write to the same audit trail.
Run the same checks, judges, and release criteria on every candidate build.
Escalate uncertainty to the right reviewer with context and queue ownership attached.
Convert escaped misses into replayable fixtures that stay in the next release gate.
Attach approvals, policy evidence, and export trails before the release clears.
Run the same checks, judges, and release criteria on every candidate build.
Escalate uncertainty to the right reviewer with context and queue ownership attached.
Run the same checks, judges, and release criteria on every candidate build.
Convert escaped misses into replayable fixtures that stay in the next release gate.
Attach approvals, policy evidence, and export trails before the release clears.
Regression Bank
Scrub through the failure replay: capture the incident, route the review, attach the replay, and watch the release stay blocked until the fix is proven.
A miss reaches production and gets captured as a concrete case.
Modules
Four operational buckets replace the old nine-card spread, so buyers can see the loop instead of a catalog.
Prove
Test the system before release and turn misses into durable evidence.
Benchmarks, review packets, regression fixtures
Route
Send risky cases to the right reviewer and keep the handoff legible.
Routed reviews, calibration notes, reviewer attribution
Govern
Block release until the evidence, approvals, and exports are attached.
Approvals, release gates, compliance exports
Expand
Scale repeatable workflows and domain templates without breaking the loop.
Workflow runs, domain playbooks, deployed templates
Domain Labs changes the reviewers, templates, and evidence patterns while keeping the evaluation, routing, regression, and governance backbone intact.
Sequence validation, assay review, and protocol checks.
Reviewer rubric, replay packet, and audit export.
Risk review, policy checks, and exception handling.
Approval chain, compliance export, and gate state.
Imaging review, triage, and specialist escalation.
Case packet, specialist notes, and audit bundle.
Quality inspection, defect escalation, and release control.
Traceability log, defect replay, and release gate.
AuraOne keeps the audit trail attached to the release trail so the trust conversation is evidence-led instead of speculative.
Access controls, encryption posture, review materials, and deployment boundaries in one packet.
Run logs, reviewer attribution, approval chains, and change records stay attached to the workflow.
Talk through cloud, private, or hybrid rollout paths without reopening the narrative each time.
Legal, security, and rollout questions get a single owner instead of a shared inbox.
Evaluation inputs, outputs, and scores from the release run.
Who reviewed the case, when, and what decision they made.
The exact reproduction that turns a miss into a permanent test.
The evidence trail attached to the final gate decision.
Escaped failures become permanent replays before the next ship.
A model missed a safety edge case in production.
The incident was routed to the right reviewer, replayed, and blocked at release.
Incident note, reviewer packet, regression replay, approval chain.
Legal and security teams needed a clear answer before procurement.
AuraOne attached the run history, export packet, and deployment model.
Evidence pack, trust center links, rollout path, SLA notes.
A specialized workflow kept breaking when it hit real-world variation.
Domain Labs used the same closed loop with domain reviewers and templates.
Domain playbook, specialist routing, replay fixture, export trail.
We'll turn it into a permanent gate with the evidence attached.