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Your lab. Your workflows. Proven.

Govern how your lab works with AI.

Turn approved methods into reusable workflows—with exact inputs, human judgment, and complete provenance.

Currently in development, starting with metabolomics and biomedical tabular data science. Join the early-access list.

Join the early-access list

A governed workflow run

Exact version in. Proven output out.

Complete
  1. Approved workflow

    Metabolomics QC Release · v1.0.0

    Approved
  2. Exact inputs

    2 project assets bound

    Validated
  3. Agent orchestration

    Approved QC tools executed

    Complete
  4. Human decision

    Release evidence reviewed

    Recorded
  5. Proven outputs

    4 assets with saved provenance

    Published

run-qc-001 · sha256:a7e92d664e03c9d782a42ad6ddd78f4ed03437bd9a607f19bd2de66a4acdc3cb

Reuse expertise

Capture best practices once. Run them reliably, every time.

Approve assumptions

Keep human judgment in the loop. Document decisions with context.

Trace every output

Every run is logged with complete provenance you can trust.

Titerly lab home showing projects, workflow runs, decisions, and governed outputs

How it works

From scientific intent to evidence you can trust.

AI coordinates the work. Approved methods, exact inputs, human decisions, and provenance keep it scientifically accountable.

  1. 01DefineChoose a project and an approved workflow from the lab library.
  2. 02BindAttach exact assets, parameters, and the workflow version.
  3. 03DecideReview generated evidence and record human judgment.
  4. 04ProvePublish traceable outputs with complete provenance.

For labs

The governance layer for AI-native scientific work.

Preserve approved methods, accepted assets, human decisions, and complete lineage across every project and run.

Governance built into every run

  • Reusable, versioned scientific workflows
  • Human checkpoints after evidence is generated
  • Complete provenance for every output
  • AI agents constrained by approved workflows