LabInTrace LLC — AI Validation Platform
AI agents don't show
their work.
LabInTrace makes agentic lab decisions traceable, reviewable, and auditable against clinical standards.
Built for lab informatics, validation, and technical leaders evaluating agentic workflows in regulated environments.
Validation Architecture
An agent is given a broken lab workflow and must produce a corrected decision path grounded in the clinical Knowledge Graph. Scored on accuracy, safety, and false hold rate.
Decision inputs, rules, and evidence are traced to named Knowledge Graph nodes. Outputs that cannot be grounded are flagged, even when the final result appears correct.
Grounded decisions can be reproduced, reviewed, and defended under lab oversight. Ungrounded decisions cannot, regardless of outcome.