Science

Make autonomous research more reproducible, traceable and reviewable.

Scientific AI can propose experiments, transform data and operate increasingly automated workflows. Evidence must connect inputs, identity, authority, methods, observations and results.

START

Scientific evidence

Evidence is more than a final PDF.

The HIOP Scientific Evidence Platform is a product direction for reproducibility, provenance and durable evidence across scientific workflows.

Provenance

Track where data, methods and transformations came from.

Authority

Make explicit who or what was allowed to perform a consequential scientific action.

Reproducibility

Preserve the evidence needed to review or repeat a workflow.

Scientific responsibility

Govern the workflow. Preserve the evidence.

Hood governs workflow authority, provenance and evidence. Scientific validity, experimental interpretation and peer review remain with the applicable research process.