BayesPharmaTrust & Scientific Assurance OS
Lifecycle OS
Connecting
TRUSTED EVIDENCE · REPRODUCIBLE DECISIONS

Make every scientific decision inspectable.

Connect validation evidence, model risk, execution lineage, external benchmarks, standards, bounded agents and real outcomes to one lifecycle asset.

Approved validation0Approved or closed records
High-risk models0Risk tier 3–4
Frozen capsules0Reproducibility packages
Benchmark pass rateLocked benchmark runs
Learning closurePredictions with outcomes

From requirement to observed outcome

No asset

What weakens trust now

Waiting

Select an asset to inspect assurance gaps.

No qualifications

High-influence model uses need explicit context, independent review and known failure modes. Public model passports remain in BioAtlas.

No capsules

Code, data, model, container, dependencies, seeds and outputs are frozen together.

No closed loops

Prospective predictions are compared with observed outcomes and calibration.

Requirements, tests, releases, changes, deviations and CAPA

Readiness —

No validation records loaded.

Programme question, context, lineage, risk and failure modes

No model use qualifications loaded.

Exactly what ran, with what, and what changed

No execution capsules loaded.

Locked data, baselines, subgroups and failed cases

No benchmarks loaded.

Evaluate a locked definition

CDISC, FHIR, OMOP, IDMP, eCTD and modelling formats

No standard validations loaded.

Secret-reference-only integrations

No connectors configured.

Tool, cost, duration, citation and human-gate boundaries

No agent policies loaded.

Prompt injection, agency and budget checks

No evaluation run.

Probability, value, loss, uncertainty and value of information

No decision scenarios loaded.

No scenario

Run the decision cockpit to see expected value, downside and information value.

What we predicted, decided and observed

No prospective predictions loaded.

Closed-loop performance

No learning report.

Four complete commercial entry points

No workflow instances loaded.

Identity, security, resilience, assurance and operations

0%0 verified controls

Loading enterprise controls…

Add validation evidence

Qualify one model for one programme context

Freeze a reproducible run

Register a benchmark definition

Validate a structured payload

Configure without storing secrets

Bound tools, cost and authority

Quantify success, downside and information value

Record before the outcome is known

Close the learning loop

Create an evidence checklist

Record implementation evidence