Built for the rules of your field.
Domain-ready templates with review patterns built in. What's evaluated, who reviews it, what evidence is produced.
Domain templates and governance requirements vary by organization and data class. This page describes the structure we support, not an external certification claim.
What you get
A workflow you can operate.
A lab is not a demo. It is an operating model for review, evidence, and approvals.
Start with domain constraints
A lab is a workflow with constraints: policies, reviewers, retention, and evidence requirements. We treat those as first-class inputs.
Rubrics that travel with you.
Rubrics, evaluation suites, and review queues portable across teams and environments.
The record exists before you need it.
Exports map back to inputs, reviewers, and run context. Automatically.
How it works
Same loop. Every domain.
The same loop applies across labs: define, run, review, export.
Start with a domain where you already feel risk: regulated data, safety constraints, or high-cost failures.
Choose a workflow template and rubric. Keep assumptions and inputs versioned so results can be reproduced later.
Escalate ambiguous or policy-sensitive outputs to reviewers. Log adjudication decisions and updates.
Generate artifacts that include the run context. Use them for approvals, audits, or internal governance.
Labs
Pick your domain. Start today.
Start with one workflow. Expand once the evidence chain is proven.
Life sciences
Sequence review, lab workflows, and evidence capture with domain-specific templates.
ExploreChemistry
Safety-aware workflows for planning and validation. Keep review and assumptions attached.
ExploreMedical & Oncology
Review loops and governance hooks for DICOM-oriented pipelines (as applicable).
ExploreClimate & environment
Evidence patterns and review workflows for scientific and policy-sensitive outputs.
ExploreBring a domain. We'll wire the lab.
We will start with one workflow and define what evidence you need to produce to ship it safely.