Danielius Studio

Platforms & marketplaces

Cardiothoracic Operative Report AI

Staged AI pipeline that catches missing necessity, complexity, and revenue documentation in operative reports before the claim goes out.

Surgeon dictates report Operative Report raw transcribed text Report Normalization clean and segment Source of Truth Vault original kept always Stage Orchestrator sequences and retries Stage 1 Extraction diagnoses, procedures Prompt Eval Harness regression per stage Hallucination Guard cross-check vs vault Stage 2 Necessity why surgery needed Stage 3 Complexity bypass, ECMO, graft Stage 4 Revenue missing reimbursement Evidence Tracker refs per claim Stage 5 Questions gaps to ask surgeon Stage 6 CPT Codes suggestions and confidence Stage 7 Coder Summary concise final report Audit Log traceable reasoning Confidence Scorer per-claim confidence Sectioned UI Display results and evidence Export Summary downloadable report Coder reviews and finalizes dictates clean text locks original runs pipeline source of truth extracted facts necessity input complexity facts consolidated needs gaps CPT and evidence final summary exports annotates reviews logs all regression coverage

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