AuraOne PlatformBias Audited 2026

Build AI you can trust.

Enterprise HITL for regulated industries. Recruit, evaluate, and ship with audit-ready evidence.

Domain Labs. Compliance Packs. Production-grade HITL.

Continuous
Evaluation loops
Built-in
Quality gates
On demand
Human review
01

Need a turnkey lab? Bundles provision datasets, policies, and dashboards automatically.

02

Shipping a release? Deploy Guards block regressions, SLO breaches, and budget overruns.

03

Need audit evidence? Model cards and datasheets generate automatically—attached to approvals.

LowGuardrail latency
Multi-domainGuild coverage
TrackedFailures prevented
HighEval throughput
LowGuardrail latency
Multi-domainGuild coverage
TrackedFailures prevented
HighEval throughput
Highlighted products

The complete AuraOne platform

Hover or tap to explore each pillar. Motion responds to your intent level, complete with reduced motion fallbacks.

The brain above the workforce

AuraOne AI Labs

The brain that never sleeps. AI Labs grades every model output, finds bugs before your users do, and automatically retrains your systems.

Continuous evaluation, regression prevention, and audit-ready evidence. Designed for teams who ship into regulated reality.
Latency
Low
Guardrails
Configurable
Success
Tracked
Motion intent channel
Full parallax, tilt, and reactive gradients enabled.
Aura mesh
AI + human constellation engaged
The factory floor

TrustScore™ Workforce

Experts on demand. Our routing engine instantly finds the right specialist for the job—whether it's a radiologist, lawyer, or coder.

Trust scoring, routing, calibration, and escalation paths built for high-stakes review loops.
Specialists
On-demand
Response
Fast
Coverage
Multi-domain
Motion intent channel
Full parallax, tilt, and reactive gradients enabled.
Aura mesh
AI + human constellation engaged
Hiring at lightspeed

Cleo Automated Recruiting

You don't screen resumes; Cleo does. Our AI recruiter sources, interviews, and hires top talent 24/7.

Semantic search, instant match, outreach cadence, and scoring surfaces. A repeatable sourcing loop, not a heroic scramble.
Match
Ranked
Outreach
Cadenced
Signals
Measured
Motion intent channel
Full parallax, tilt, and reactive gradients enabled.
Aura mesh
AI + human constellation engaged
Infinite data

Synthetic Data Studio

A video game that makes data. Generate edge cases, rare events, and privacy-safe datasets instantly.

Generate privacy-safe datasets and edge cases with human review in the loop.
Speed
Fast
Privacy
Supported
Review
Human-in-loop
Motion intent channel
Full parallax, tilt, and reactive gradients enabled.
Aura mesh
AI + human constellation engaged
Your IP, Your Domain

Specialized Labs

Domain workspaces for drug discovery, genomics, finance, manufacturing, and more. We provide the factory, you own the IP.

Pre-integrated workflows across multiple domains, with measurable signals and reviewable gates.
Domains
Multi
IP
Ownable
Traceability
Built-in
Motion intent channel
Full parallax, tilt, and reactive gradients enabled.
Aura mesh
AI + human constellation engaged
Your IP, Forever

Model Factory

The end of rental AI. Verify with humans. Augment with simulation. Export proprietary weights to your own infrastructure.

Transform open-source foundations into proprietary assets. Zero vendor lock-in.
Foundations
ESM-2 / ChemBERTa
Ownership
100% Yours
Lock-in
Zero
Motion intent channel
Full parallax, tilt, and reactive gradients enabled.
Aura mesh
AI + human constellation engaged
The Complete Platform

Six pillars. One mission.
Unified Intelligence.

AuraOne handles the entire lifecycle of AI training. From hiring experts to generating data and fine-tuning models, we've got you covered.

AI Labs

The brain above the workforce

Grade every model output. Find bugs before your users do. Automatically retrain your systems with fresh data.

Fast
Evals
Repeatable
Loops
Measurable
Signals

Workforce

The factory floor

Experts on demand. Our routing engine instantly finds the right specialist for the job—whether it's a radiologist, lawyer, or coder.

On-demand
Experts
Calibrated
Consensus
Guarded
Rollouts

Cleo Recruiting

Hiring at lightspeed

You don't screen resumes; Cleo does. Our AI recruiter sources, interviews, and hires top talent 24/7. Bench warm, always.

Ranked
Matching
Cadenced
Outreach
Scored
Signals

Synthetic Data

Data, Reimagined

Real-world chaos meets perfect simulation. Seven engines. One goal: Data that doesn't just train models—it evolves them.

Fast
Generation
Multi
Engines
Scalable
Runs

Specialized Labs

Your IP, Your Domain

Build-to-own models for Biology, Finance, Law, and more. We provide the pre-trained foundation; you own the fine-tuned IP.

Multi
Domains
Ownable
IP
Traceable
Work

Model Factory

Your IP, Forever

The end of rental AI. Verify with humans. Augment with simulation. Export proprietary weights to your own infrastructure.

Minutes
Setup
Exportable
Weights
Lower
Overhead
New Modules

Built for the next bottleneck.
Shipped in code. Ready for rollout.

Every module is designed to be reviewable, measurable, and auditable. You keep control. The platform keeps time.

Autopilot

Describe it. Deploy it.

Natural language to a reviewable workflow: template, dataset, rubric skeleton, and quality gates.

AuraQC

Quality that explains itself.

Rule checks, pattern detection, ML triage, and escalation with evidence and feedback loops.

RL Marketplace

Environments with handles.

Browse, deploy, and upload goal-based environments with leaderboards and audit-friendly metadata.

Compliance Monitoring

Always-on scoring.

Scheduled checks, alerting, and PDF evidence exports. Keep regulated launches boring.

AI Interviews

Faster screening loops.

Express templates, parallel evaluation blocks, rubric caching, and real-time scoring surfaces.

Recruiting Instant Match

Intent to shortlist.

Semantic search, ranking, and sourcing analytics. Turn job intent into a measurable shortlist.

Robotics

Simulation first.

Sessions, trajectories, scoring, simulator adapters, and exports. Graduate to hardware when ready.

Federated Learning

Privacy by design.

Federated coordination with differential privacy controls and monitoring for sensitive domains.

Platform Layer

The calm parts.
Built in.

Governance, SLOs, deploy gates, billing, and integrations—so your team stays on one timeline, one signal, one truth.

Vertical Lab Bundles

Health, Finance, AV/Robotics, and Manufacturing—prewired with datasets, policies, dashboards, and proofs.

Launch Wizard + Templates

Guided flows and template galleries. Start a lab in minutes—with defaults that feel handcrafted.

Deploy Guards

GitOps-grade gates for regressions, bias drift, SLO breaches, and budget overruns. Deploys block themselves.

Compliance Packs

Model cards, datasheets, and evidence exports—generated automatically and attached to approvals.

SLO Boards

Live SLO definitions, alerts, and routes—visible in Control Center before incidents reach customers.

Credits & Quotas

Ledger-backed credits, soft limits, and procurement workflows. Spend stays legible as volume grows.

Webhooks & Integrations

LangChain, Airflow/Prefect, Terraform, and signed webhooks. Your stack stays connected to the same truth.

Confidence Architecture

A blueprint for fearless releases

AuraOne orchestrates sensing, reasoning, and resolution so AI launches feel calm, predictable, and measurable.

Regression coverage
0.0%

of production workflows guarded

Auto-learned guardrails
0/ wk

new scenarios captured automatically

Launch escalations
0.0%

reduction in post-release incidents

01
Sense every release delta

Live comparators attach to prompts, datasets, and UI flows within seconds of deployment.

02
Reason with shared memory

Regression Bank™ Stats API + Grafana cross-reference 10,847 guardrails to understand impact and ownership.

03
Resolve with trusted routing

TrustScore™ selects the optimal agent, human, or hybrid pod and logs the playbook automatically.

Momentum Playbook

Incidents become instructions

Every failure is rewritten as a reusable test, owner tag, and remediation recipe inside Regression Bank™ Stats API with live Stats API telemetry.

Confidence gates in CI & runtime

Guardrails trigger before merge and after launch so teams ship continuously without rollback drama.

Humans + AI stay accountable

TrustScore™ benchmarks every solver and explains why a route was chosen, building executive-grade proof.

View the guardrail patterns
AuraOne Companion

Ask Aura anything

AuraOne Assistant
Live knowledge graph

AuraOne transforms every production failure into a regression shield. The Regression Bank stores 10,000+ failure signatures with live Grafana coverage. Whenever new deployments pass through AI Labs, shields replay, emit telemetry, and block previously seen failure modes.

Motion mode: full. Live assistant is available directly in the platform.

Training Quality Assurance

The Regression Bank prevents model degradation and broadcasts it live.

10,847 training checkpoints with 312 guardrails promoted to production. Every failed RLHF becomes a guardrail, publishes through the telemetry stream, lights up Grafana panels, and refreshes marketing copy via ISR. Intent-to-fix MTTR stays under four hours.

Regression coverage
0
Quality signals
0
Review loops
0
Time-to-truth
0
Regression Bank

Yesterday’s failure. Today’s guardrail.

Drag the slider to see how AuraOne replays an escaped failure, locks the fix, streams live telemetry, and installs it as protection before the next deploy.

The Regression Bank

Generative shield. Ripple feedback. Zero escape.

Production failures trigger adaptive shields that expand, ripple, and permanently block recurrence. The bank updates in real time—deployments gate on shield state without human intervention while Grafana stays in sync.

10,847 failures blockedGuard strength 82%Replay P95 15m
Active
Failures archived
10,847
Escape rate
0.5%
Replay P95
15m
Ripple threshold
82%
Ripple feedback activeSeverity spikes auto-blocked
Before AuraOneWith AuraOne
Replay
Metrics Galaxy

Every mission-critical KPI in orbital sync. The Core broadcasts live telemetry to every product surface.

AuraOne’s model core aggregates evaluations, workforce signals, and financial telemetry. Each metric orbit represents a live stream—latency, success, trust, and spend—all aligned around a shared source of truth.

  • Orbit speed accelerates with change rate. Hover to inspect deltas and contextual notes.
  • Users on reduced motion see static sparkline cards for maximum clarity.
  • All metrics flow directly from the analytics platform; no duplicate instrumentation.
AuraOneTelemetryCore
Live telemetry stream
Synchronized with evaluation engine telemetry — refreshed every 60 seconds.

Guardrail latency

0

Latency window

Guild coverage

0

Domain Guild coverage

Failures prevented

0

Regression streak

Eval throughput

0

Live eval throughput

Recruit. Evaluate. Execute. Govern.

AuraOne connects the entire lifecycle. From hiring the expert to testing the model, everything happens in one continuous loop.

01
Recruit
Cleo finds the experts you need, instantly.
02
Evaluate
AI Labs grades every output like a strict teacher.
03
Execute
The Workforce executes tasks with human precision.
04
Govern
Control Center tracks every decision for full compliance.
Neural showcase

Every signal, one surface

Telemetry, workforce status, and governance stay in the same clean view.

Telemetry stitched across labs

Evaluation streams

Live evals

1,818 /min

Models watching

27

TrustScore + intent blending

Workforce signal

IAA floor

92%

Latency

< 45 sec

Confidence core

Intelligence routes through a single decision lattice.

Evaluations, human judgment, and governance emit into the same telemetry mesh. AuraOne resolves intent, drift, and escalation without switching surfaces.

Signals unified

48 streams

Human escalations

< 45 sec

Release velocity

Audit coverage

100%

Stats API + Grafana-synced guardrails

Regression Bank™ Stats API

Guardrails shipped

312

Regressions blocked

10,847

RLHF tuned scenario bursts

Synthetic loop

Throughput

100x

Reward uplift

+13%

TrustVault™

Trusted by teams who run workflows today and own models tomorrow.

From drug discovery to climate modeling, teams bring their data, run best-in-class models, fine-tune with their expertise, and export the weights. Your model, your moat.

Regulated healthcare operator

Prior authorization cleared in 2 hours

Vault · Regulated healthcare operator

AuraOne keeps our clinicians ahead of every escalation. Guardrails arrive before a patient ever sees the delay.
Domain Labs • Full IP ownership

SLA attained

99.98%

Guild coverage

10

Escape rate

0.4%

Powered by AuraOne modules • Cleo • TrustScore™ • AI Labs

SOC 2 Type II
HIPAA Ready
ISO 27001
GDPR Compliant
Rho

Rho

Prior authorization cleared in 2 hours

Full IP ownership

View case study
Grm

Grm

Factory downtime avoided for 180 days

Full IP ownership

View case study
FsA

FsA

Global fraud models governed in one loop

Full IP ownership

View case study
Frl

Frl

Drug discovery models shipped in 3 days

Full IP ownership

View case study
Finally, we can ship AI with evidence, not hope.

Engineering lead (composite)

AuraOne customer

Confidence delivered.

START TRAINING TODAY

Ready to train your next breakthrough?

Join the AI labs already training their next-generation models with AuraOne. Get on-demand domain experts, complete RLHF infrastructure, and real-time evaluation surfaces in one platform.

Whether you're training next-generation language models, multimodal systems, or your own foundation model, AuraOne provides the human intelligence and infrastructure you need at scale.

The next breakthrough isn't bigger. It's better trained.