01
Verify the record.
Review the original document, extracted value, unit, date, and laboratory reference interval. Extraction uncertainty should trigger review rather than a confident interpretation.
For clinicians
More context.
Clinical judgment at the center.
A proposed laboratory intelligence workspace built around reviewability, longitudinal context, and clear boundaries between observations and clinical decisions.
A reviewable workflow
From source report
to clinical conversation.
The intended workflow preserves the path from every extracted observation back to its source. Clinicians should be able to inspect the record, recognize limitations, and correct errors before relying on a summary.
02
Inspect comparability.
Different laboratories, methods, and units can complicate comparison. The proposed normalization layer must preserve provenance and flag unresolved differences.
03
Review longitudinal context.
Read the timeline alongside relevant clinical information. A summarized pattern is an observation for assessment, not an autonomous clinical conclusion.
04
Document the next step.
The clinician determines follow-up, escalation, testing, and treatment. The product vision supports that workflow without delegating clinical authority to the model.
Designed for scrutiny
Make the reasoning inspectable.
SOURCE
Traceable observations
Original reports and extracted measurements should remain linked throughout the workflow.
Our principles ↗CONTEXT
Visible uncertainty
Missing dates, ambiguous units, and incomplete records should be surfaced before analysis.
From report to record ↗EVIDENCE
Defined intended use
Every future clinical model needs a specific population, outcome, and validation plan.
Validation approach ↗Clinical collaboration
Help shape what
responsible intelligence looks like.
We welcome discussions about intended use, evaluation design, workflow fit, and the limits that matter in clinical practice. This is an invitation to explore collaboration, not a claim of existing clinical partnerships.
Prepare a collaboration enquiry ↗