Automated interpretation
Structured outputs for every panel and analyte, with the clinical rules that govern interpretation attached to every finding.
For Labs
Turn raw lab output into clinical decisions.
Diagnostic labs generate far more clinically actionable signal than ever reaches the ordering physician. The Regain lab-network stack structures your output, links it to the rules that govern interpretation, and ships a decision-ready report — with every recommendation traced to its source of truth.
What the platform ships
Interpretation, integration, accreditation-ready.
The business case
Faster turnaround, fewer repeat orders, a clinical narrative attached to every report. Labs that ship our stack outperform on ordering-physician satisfaction by a measurable margin.
LifeSense
The longitudinal patient-facing surface for lab work. Patients see their trends, their interpretations, and what changed since the last panel — without decoding a PDF.
EHR integration
FHIR R4-native, LOINC-mapped, with the accreditation-evidence chain intact so CAP and ISO audits run against structured data, not PDFs.
Accreditation-ready
The same compliance engine that runs on our accreditation customers runs against your lab's data surface. Every rule fired is audit-linked to a source standard.
Deployment posture
Deployed at production labs in Central Asia. Production workload: real panels, real patients, real turnaround SLAs.
Engage
Start with a data pilot.
Share a de-identified slice of your lab output. We return a structured, interpreted version with the rule trace attached, so you can evaluate fit before any integration commitment.