
Product
A structured pharmacist-review workspace, in development.
Rediscover Dosage is a pharmacist-facing workspace organizing statin-related medication review into a structured, traceable and human-approved sequence.
Inside the workspace
A structured review workspace, built for pharmacist judgment.
Switch between the structured case view, the explanation view and the human approval step.
Review workspace
RD-2481 · Statin-related review
Review objective
Organize a structured review of a statin-related medication case.
Current medication
Statin therapy recorded in the intake record.
Tolerance notes
No tolerance concerns recorded at intake.
Contributing factors
- Structured fields completed
- Recorded tolerance notes
- Review history depth
Each factor links back to the source material and the recorded case fields behind it.
Pharmacist approval
The AI-assisted draft stays fully editable. Approval is a separate, deliberate step taken by the reviewing pharmacist before a report is produced.
Review sequence
The workflow the workspace is designed around.
Step 1: Open a review case
Select a case from the platform's case library.
Step 2: Review structured information
Read the structured case fields organized for pharmacist review.
Step 3: Identify missing information
Surface fields the workflow marks as absent before any review summary is prepared.
Step 4: Review source-linked guidance
Open the guideline copilot panel and inspect the cited source material.
Step 5: Examine explanation and uncertainty
Review the factor view and the confidence or abstention state.
Step 6: Edit the AI-assisted review draft
The draft remains fully editable by the reviewing pharmacist.
Step 7: Apply human approval and preview the report
Approval is a separate, deliberate step before the report preview is produced.
Open a review case
Select a case from the platform's case library.
Review structured information
Read the structured case fields organized for pharmacist review.
Identify missing information
Surface fields the workflow marks as absent before any review summary is prepared.
Review source-linked guidance
Open the guideline copilot panel and inspect the cited source material.
Examine explanation and uncertainty
Review the factor view and the confidence or abstention state.
Edit the AI-assisted review draft
The draft remains fully editable by the reviewing pharmacist.
Apply human approval and preview the report
Approval is a separate, deliberate step before the report preview is produced.
Capability pillars
Three commitments that shape every screen.
Source-grounded guidance
Guidance is represented through approved source categories with citation references the reviewing pharmacist can inspect before relying on it.

Explainability and abstention
A factor view shows what shaped the synthetic output, and an explicit abstention path applies when information is insufficient.

Human-in-the-loop principle
AI assistance does not replace professional judgment.
AI assistance does not replace professional judgment, and no autonomous patient-specific dosage decision is provided.

Limitations
Known limitations of this build.
- All cases and outputs shown here are illustrative and are not patient data.
- Model Lab content describes candidate directions only; no benchmarking has been completed.
- Explainability visuals are illustrative product output and make no causal claim.
- Confidence handling is illustrative; calibration and conformal validation are ongoing work.
- The guideline corpus is represented by source-category references pending final approval.
- Service integrations are typed frontend interfaces; live backend services are being connected progressively.
Walk the synthetic review workflow.
Open the guided demo to see the structured case, cited guidance, explanation view and human approval step.
Build status

