01 / INPUTi
Ingest
Upload or paste unstructured clinical notes. Each document enters the queue with encounter metadata and status.
A TuriyaRCM service · Computer-assisted coding
Medical coding
with clinical rigor.
Extract ICD-10-CM, CPT and HCPCS codes from clinical notes with negation and temporality context, verbatim evidence, confidence scoring and human review.
Status
Extraction engine online
Evidence-anchored output · human review required
Pipeline and guarantees
02 / PROCESSING
Understand
AI identifies clinical concepts, then deterministic rules resolve negation, temporality, certainty and experiencer before anything is coded.
Negation resolvedTemporality: chronic
Evidence or nothing
Every suggested code carries a verbatim quote from the source note. Candidates whose evidence cannot be located are discarded before review.
Map & score
Concepts map to ICD-10-CM, CPT and HCPCS candidates with a confidence band and verbatim evidence spans.
Context-aware
Negated findings, historical conditions, hypothetical statements and family-history mentions are flagged and suppressed rather than silently coded.
Safety layer active
Review
Coders accept, edit or reject every candidate. Each action is written to an immutable audit trail.
Auditable by design
System extractions and human decisions are recorded as discrete audit events with actor, timestamp and prior value.