AuraOne · Human Data OS · App Data OS

The measure of intelligence is what you can prove.

Reading · release 24.09 · 11,408 cases · signed EP-4187

Anyone can ship a model. Few can prove it holds up. AuraOne gets you the people who make your data right — and the AI you own to keep it that way.

Two products · pick your path

Human Data OS. App Data OS.

One brings you the people who make your data right. The other turns that work into AI you own.

Human Data OS

Get the right people. Get the data only they can give.

For AI labs, robotics labs, and voice labs.

Signed human data
Reviewed by the right people
Live
Specialistverifiedsigned
Rubricfollowedlogged
Consent + rightscapturedattached
Reviewer queue12 openlive
See Human Data OS
App Data OS

Your industry, running on AI you own.

Eighteen applications. You keep the weights.

Application data
The record your app produces
Live
Weightskeptowned
Datasetretainedowned
Weights exportreadyon demand
Deploymentpilotin-VPC
See App Data OS
Same record · both sides
Every contribution is signed · every release remembers

Numbers. Not adjectives.

98.6%

Regression pass rate

Programs at a frontier AI lab.

Directional
4.2h

Time to approval

Reviewer pickup to sign-off, a regulated decisioning program.

Directional
27

Incidents averted

Caught at the gate across an enterprise rollout.

Directional
Evidence · reviewed runsWindow · buyer-definedBaseline · customer-owned
The Loop

One loop. Five steps. Every run.

Test the run. Review the hard cases. Recruit the right specialist. Remember the misses. Approve what's right.

One record · in motion
Issue A1-472 · Mortgage answer drift
Moving through the loop
01

Test

Test the run.

CASE FAILS · BIAS SLICE
02

Review

Review the hard cases.

REVIEWER OVERRIDE
03

Recruit

Recruit the right specialist.

SPECIALIST ADDED
04

Remember

Remember the misses.

REGRESSION SAVED
05

Approve

Approve what's right.

RELEASE HOLD CLEARED

Evidence accumulates as the record moves.

Signed proof · packet A1-472

Sealed at the release gate.

Rubric run
142 cases
Reviewer notes
19 overrides
Export checksum
sha256:7fa9c3...
Evidence ID
EP-4187
00·00 IntakeSign 04·18
App Data OS · the applications

An application for the work you already do.

Each app starts from a proven open model, runs inside your work, and learns from your data. You keep the weights.

See every application
Bioscientific · 01

Biology

Screen risky sequences before they reach synthesis or the bench.

Open app
Chescientific · 02

Chemistry

Compare routes and choose the path the bench can actually defend and run.

Open app
Physcientific · 03

Physics

Review simulations against reality before a result moves into design, science, or reporting.

Open app
Matscientific · 04

Materials

Screen material candidates and move only the right ones into qualification.

Open app
Astscientific · 05

Astronomy

Separate real signal from noise before scarce follow-up time gets spent.

Open app
Cliscientific · 06

Climate

Turn climate scenarios and monitoring work into a reporting record people can trust.

Open app
Envscientific · 07

Environmental

Review site conditions and document which response was actually approved.

Open app
Medscientific · 08

Medical & Oncology

Triage cases and keep every hard clinical decision attached to the record behind it.

Open app
Engindustry · 09

Engineering

Review changes against requirements before they become release, safety, or cost problems.

Open app
Spaindustry · 10

Spatial 3D

Keep scene, alignment, and delivery decisions traceable from capture through handoff.

Open app
Manindustry · 11

Manufacturing

Review inspections and decide what can ship with the evidence attached.

Open app
Finindustry · 12

Financial

Review risk decisions and explain the edge cases before an examiner or committee asks.

Open app
Robindustry · 13

Robotics

Collect the real-world human actions, spaces, tools, and failure cases robots need to learn.

Open app
On the record

“Release review went from a three-week scramble to a repeatable gate. When an edge case slips, we catch it, we save it, and it never ships again.

Head of Model Quality · a regulated decisioning program

Bring your hardest case.
We'll show you how it gets decided.

Hard case intake
Accepting
OwnerModel Quality
RiskHigh
PathEval → Review → Hold
ModuleDecision packet
AuraOne | Human Data OS and App Data OS