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Scenario Lab

Turn public evidence and explicit assumptions into stakeholder discussion, final AI inference and a proposed research development flow, using your own AI provider and key.

RESEARCH ONLY
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Build a scenario from evidence

AI (bring your own key)

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  1. Freeze public evidence
  2. Explore stakeholder rounds
  3. BYOK inference & synthesis
  4. Review a proposed development flow

A separate final AI call weighs evidence, assumptions, agreement and unresolved gaps. Drug or vaccine scenarios can include conceptual candidate, synthesis/formulation feasibility and validation stages. These are proposed research plans; the browser does not run a chemistry or clinical simulation.

Continue research in Drug & Vaccine Discovery, Drug & Vaccine Interactions or Healthcare Supply Chain Intelligence.

Public evidence sources

Providers can block browser access. Failures and empty searches remain visible; no substitute evidence is invented.

AI requests per run: rounds × stakeholders, plus one final inference and synthesis call. Your selected provider may charge for these requests.

No evidence snapshot selected.

Import public-source JSON if browser access is blocked

Imported records remain ASSUMPTION: source attribution was not verified against the provider.

About this tool

What is Scenario Lab?

Runs in your browserBYOK AI step

Scenario Lab turns a frozen snapshot of public evidence (ClinicalTrials.gov, Europe PMC, UniProt, PubChem, openFDA) and explicit assumptions into synthetic stakeholder rounds, then a separate final AI inference and synthesis with a conceptual development flow.

Key features

  • Evidence snapshots from ClinicalTrials.gov, Europe PMC, UniProt, PubChem and openFDA
  • Configurable synthetic stakeholder agents and discussion rounds
  • Separate final inference and synthesis call with findings, uncertainty, agreement and gaps
  • Conceptual drug or vaccine development flow with validation gates
  • World view on a 3D globe, checkpoints and resume after a failed stage
  • Every item labelled FACT, DERIVED, ASSUMPTION or SIMULATED; JSON export

How it works

  1. Connect your AI key in BYOK settings
  2. Define the question and retrieve public evidence
  3. Review evidence and assumptions, then run stakeholder rounds
  4. Generate the final inference and synthesis and export the run

Frequently asked questions

Are Scenario Lab stakeholders real people?

No. Stakeholders are synthetic agents simulated by your AI provider. Their output is labelled SIMULATED and is a research thinking aid, not a prediction of real decisions.

What happens if a run fails halfway?

Completed calls are checkpointed in your browser. Resume retries only the failed stage and keeps the work already done.

Does Scenario Lab run lab experiments or simulations of chemistry?

No. It does not execute docking, molecular dynamics, synthesis, formulation or clinical simulation. The development flow is a conceptual research plan.

© 2026 RadioGx™ · FACT = preserved provider field · DERIVED = documented transformation · ASSUMPTION = hypothesis or unverified import · SIMULATED = generated output.
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