Run Workflows Today.Own Models Tomorrow.
Ten domain labs. Zero lock-in.
Transform open-source foundations into your proprietary asset. From drug discovery to financial risk, we provide the factory, you own the IP.
Switch on Domain Labs, stream telemetry, let AuraOne intercept regressions, then export the weights when your breakthrough is certified.
Don't just rent AI. Build to Own.
Unlike traditional SaaS where you rent a "Black Box" forever, Domain Labs are designed to be a factory for your proprietary IP.
Deploy
Start immediately with specialized Open-Source Foundation Models (e.g. ESM-2, ChemBERTa).
Refine
Experts review model outputs. Every correction is a 'Golden Label' that improves the system.
Train
As Golden Labels accumulate, the platform automatically fine-tunes a proprietary version for you.
Export
Graduate. Download the fine-tuned model weights and the verified dataset to run independently.
Pick a domain.
AuraOne builds the lab.
Bundles ship with datasets, baseline agents, eval suites, guardrail policies, and dashboards—already wired for your industry. No blank canvases. No missing glue. Just a calm first run.
Pick a bundle. Watch the lab wire itself: datasets, agents, policies, dashboards—one calm flow.
Health Bundle
A turnkey lab bundle: datasets, baseline agents, eval suites, guardrail policies, and dashboards—prewired for regulated workflows.
Choose the orbit that fits your mission
Run models today, fine-tune tomorrow, or deploy behind your firewall. AuraOne keeps the loop closed while you keep the IP.
Today vs AuraOne
The bottlenecks you name most, solved together.
Product leads, scientists, and ops teams told the same three stories. Domain Labs answers each with a built-in fix.
Start fast
Today
New tools take months to set up.
With Domain Labs
Launch your lab in minutes with pre-built templates.
Catch everything
Today
Pilots often miss the tricky stuff.
With Domain Labs
We replay failures to make sure they never happen again.
Own your IP
Today
Vendors often trap your data.
With Domain Labs
You keep your models, your weights, and your data. Always.
Confidence sealed from packet one.
Every lab inherits encrypted guardrail storage, full provenance, and executive approvals. When you export, the telemetry logs come with you—no loose signatures.
Product walkthrough
Four layers choreographed into one living workspace.
Domain canvases, adaptive loops, guild routing, Regression Bank—each layer arrives pre-tuned, so your scientists plug in and launch.
Domain canvases
Visualize your data.
See the whole picture in one place.
Adaptive loops
Faster feedback.
Know if it works in minutes, not weeks.
Guild routing
Expert review.
The right specialist for every edge case.
Regression Bank
Safety first.
Prevent failures before they launch.
Live proof
Metrics that calm the control room.
Telemetry streams straight from Domain Labs. Reviews close in minutes, drift gets intercepted upstream, experts arrive ready.
12m
p95 evaluation time
Ingest to approval across live drug discovery and climate pilots.
97%
drift caught pre-production
Domain monitors surface root causes before launch windows open.
47k
experts on tap
Guild specialists covering ten regulated sciences with TrustScore™ routing.
Source: AuraOne Domain Labs telemetry and customer programs, Q4 2024.
Comparative edge
Why regulated teams retire their status quo stacks.
Security & trust rail
Security is built in, never bolted on.
Every lab keeps sensitive data safe with deliberate controls and observability that audit teams love.
SOC 2 Type II + HIPAA controls
Audited controls with signed BAAs and data residency options.
Isolated data planes
PII and PHI stay in encrypted enclaves with field-level policies.
Evidence-ready exports
One-click regulator packets with lineage, timestamps, and signatures.
Invite your domain guild into AuraOne.
We spin up the lab, mirror your playbook, and route the right guild in the first briefing. Guardrails, telemetry, and provenance ship with every scene.
Testimonials & logos
Trusted by teams charting new frontiers.
“AuraOne gave us a single source of truth for every trial, every regression, every review. Our evaluation cycle dropped from three weeks to twelve minutes.”