Run the same assessment twice. Get the same answer twice.

Flow executes structured, ontology-driven workflow files. Agentic AI fills out each template against your substances. Every run keeps a full audit trail with versioned provenance, so an assessment reproduces exactly, months later, by anyone.

Updated July 18, 2026

Versioned
provenance on every step
Dozens
of workflows, plus custom builds
1:1
reproducible: same inputs, same result

What Flow does

Reproducible by design

A workflow file plus its inputs always produces the same output. Re-run it next quarter and the result matches.

Full audit trail

Each step records what ran, on what data, and why — the paper trail a regulatory submission needs.

Ontology-driven templates

Workflows are structured against the ToxIndex ontology, so steps map cleanly to endpoints and study types.

Built around your process

Beyond the library of ready workflows, we hand-build templates that mirror how your team already assesses chemicals.

From question to result

  1. 1

    Pick or commission a workflow

    Start from a ready template — risk assessment, chemical health assessment, ICH M7 — or one built to your process.

  2. 2

    Point it at your substances

    Agentic AI fills each step against your chemicals, pulling from the data and prediction layers.

  3. 3

    Ship a reproducible result

    Every run is versioned and auditable, so the assessment stands up to review and repeats on demand.

Flow questions, answered

Frequently asked questions

What does Flow do?

Flow runs chemical assessments as ontology-driven workflow files. Agentic AI fills each step against your substances, and every run keeps a versioned audit trail so the assessment reproduces exactly.

How is Flow reproducible?

A workflow file plus its inputs always produces the same output. Flow records the data snapshot, model versions, and execution sequence, so rerunning it next quarter returns an identical result.

Can Flow match our existing assessment process?

Beyond the ready library, we hand-build workflow templates that mirror how your team already assesses chemicals, from REACH risk assessment to ICH M7.

See it on your own chemistry.

Try the free version now, or book a walkthrough of the full platform on your substances.