One platform for every stage of AI.
Data collection, training, evaluation, human review, quality control, automation, and governance — connected from the first run.
Capabilities
What you can do with AuraOne
Collect & Label
LiDAR, video, images, text, 3D. The annotation tools your team actually uses.
Train & Fine-tune
RLHF, federated learning, managed training pipelines. Your data, your weights.
Evaluate & Protect
Regression bank, red team, quality gates. Proof before every release.
Route & Review
When confidence drops, the right domain expert steps in. With context.
Automate & Scale
Autopilot workflows, synthetic data generation, workforce management.
Govern & Comply
Audit trails, evidence exports, compliance monitoring. Always on.
Outcomes
Ship with certainty. Not just speed.
Not another tool. A connected operating model that catches failure before it reaches users.
No surprises at release
Regression suites run before every deployment. If something changed, you know before your users do.
The right human, already queued
When confidence drops, the case routes automatically. Review happens before it becomes an incident.
Compliance in the background
Checks run continuously. Evidence exports are already assembled when regulators ask.
Every decision in one place
Approvals, alerts, and escalations share a single surface. Nothing gets lost between tools.
The loop
Built as a loop, not a checklist
Evaluation feeds protection. Protection feeds routing. Routing feeds governance. Evidence stays attached.
The Closed Loop
Every piece feeds the next. Evidence stays attached.
Run it once. It gets better every time.
Evaluate
Same tests. Every release. No drift.
Route
When confidence drops, the right expert steps in.
Execute
Experts and automation. Both inside guardrails.
Govern
The evidence trail writes itself.
Modules
Start anywhere. The loop is already there.
Pick the module your program needs most. The rest of the platform is already connected.
Evaluate, route, execute, govern. One platform.
Run evaluations, assign human review, manage quality, and export compliance evidence.
Single system of record
Runs, rubrics, reviewers, and approvals stay in one place. Automations trigger checks, route escalations, and generate evidence packages on demand.
How it compounds
The more you use, the stronger it gets.
Evaluate, route, and govern in one operating model. The handoffs stay clean.
One loop. Clear handoffs.
AuraOne connects evaluation, workforce execution, and governance in one operating model. Each module strengthens the next, and evidence stays attached from the first run to the final approval.
A single data model
Evaluations, reviews, approvals, and exports share one source of truth.
Repeatable quality
Escapes become regression tests. Reviews become calibration. Signal compounds over time.
Operational control
Control Center makes escalations and approvals explicit, with evidence on every decision.
Domain depth
Domain Labs bring templates and workflows that match regulated program needs.
AuraOne Core
Cleo → AI Labs → Regression Bank → Workforce → Control Center
If a run drops confidence or policy requires review, AuraOne routes the work, captures the decision, and keeps the evidence trail intact.
Run structured evaluations before a release ships.
Route work to calibrated reviewers when confidence drops.
Source and screen specialists when you need capacity.
Turn escapes into tests and deployment gates.
Approvals, escalations, and evidence packages.
Domain-ready templates and workflows for regulated teams.
The parts you never want to rebuild.
AuraOne ships the operational layer with the product: bundles, deploy gates, evidence packs, SLO boards, billing controls, and automation hooks. Everything stays attached to the same run timeline.
Trust
The evidence exists before anyone asks.
Every decision. Already documented.
Runs, reviews, and approvals leave records automatically. Security, compliance, or legal will find what they need before they finish asking.
Encryption posture, access controls, and review materials for your security team.
Learn moreScheduled checks and alerts. Evidence exports stay attached to the workflows they govern.
Learn more- Audit logs with request context and reviewer attribution
- Evidence exports tied to runs and approvals
- Retention and deletion workflows (DSR-ready)
- Monitoring and alerts for compliance checks
What data we collect, how long we keep it, and how deletion requests work.
Learn moreMeasure drift, catch regressions, and track reviewer consistency over time.
Learn more