PREECURSOR
AI consulting

AI consulting for healthcare & life sciences

Clinical documentation, prior authorization, and trial matching — engineered for the accuracy and audit trail care and compliance demand.

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Overview

Where AI earns its place in Healthcare & Life Sciences

In healthcare the cost of a wrong answer is unacceptably high, so generic AI rarely makes it past pilot. We build grounded, evaluated systems for documentation, access, and research that clinicians and quality teams trust — with provenance on every claim and guardrails that hold under audit.

What we build
01
Clinical documentation
Ambient and structured note generation that returns time to clinicians while keeping coding, terminology, and the chart accurate.
02
Prior authorization
Agents that assemble and check auth packets against payer policy, cutting turnaround and denials without removing the clinician sign-off.
03
Trial & cohort matching
Retrieval over protocols and records to surface eligible patients and accelerate recruitment for sponsors and sites.
04
Evidence & safety review
Eval harnesses and red-teaming tuned to clinical risk, so models are measured against the outcomes that actually matter.

Put AI to work in healthcare & life sciences

Bring us the metric you need to move. We will tell you what we would build, how long it takes, and what it is worth.

See our work