How it works

From records to decisions

Every record ingested. A specialist agent per discipline. One orchestrated, cited, board-ready case — and a live assistant in the meeting itself.

01 · BEFORE THE MEETING — MI PREPARES THE CASE INGEST · EVERY RECORD BOARD-READY OUTPUT CLINICAL TRUST LAYER · PRIVACY · POLICY · AUDIT DISCIPLINE AGENTS ORCHESTRATION Radiology 3 imaging studies · DICOM Pathology 2 reports · scanned PDFs Genomics NGS panel · variants Clinical notes 4 documents · free text Patient history visits · meds · comorbidities Labs & treatments chemistry · surgical notes Radiology Agent extracts · structures · cites Pathology Agent extracts · structures · cites Genomics Agent variant tiering · cites Clinical History Agent timeline · comorbidities Evidence & Trials Agent guidelines · literature · trials MI Orchestrator Cross-checks & resolves conflicts Assembles the disease timeline Flags gaps — MSI/MMR missing Links every claim to its source in minutes MI OUTPUT RECOMMENDED FOR TUMOR BOARD Case summary — 1-minute briefing Diagnostic recommendations Treatment options — cited Recruiting trials (2) Discussion priorities Question for the board Missing information (1) Case readiness 92% 02 · DURING THE MEETING — MI ASSISTS, HUMANS DECIDE Is this patient eligible for immunotherapy? PD-L1 CPS 12 noted — graded perioperative checkpoint-inhibitor evidence retrieved, and 1 recruiting perioperative trial matches this stage. All cited. path PubMed NCT Ask MI Evidence Conflicts Trials The board decides — always MI prepares and proposes. Specialists debate. The final decision is human — recorded with its rationale and supporting evidence. FINAL DECISION · HUMAN 03 · AFTER THE MEETING — MI FOLLOWS THROUGH Decision documented Minutes & rationale drafted, ready for clinician sign-off Referrals & tasks Assigned with owners and due dates — nothing dropped Follow-ups tracked Every patient monitored — no one lost to follow-up Outcomes learned Results feed the next board — the loop closes, care improves Illustrative workflow · HEALiX Medical Intelligence · MI proposes, humans decide
Inside the MI Orchestrator
1 · Data harmonization 2 · Multi-agent orchestration 3 · Best LLM per discipline — or bring your own 4 · Cross-modality correlation
5 · Conflict surfacing — never averaged 6 · RAG with NCCN / ESMO / ICMR 7 · Evidence retrieval — always cited 8 · Confidence on every value

HEALiX brings everything together — so your tumor board can focus on what matters most: your patient.

Explainable by architecture

Inside the reasoning spine

Five stages take a case from raw findings to treatment options. Every value carries its confidence and its source — and every stage declares its world: your case files (closed) or live external evidence (cited).

1
Evidencecase

Files → atomized findings. Each cites its line, carries a confidence.

2
Lesions & profilescase

Findings bond into clinical units — profiles & lesions.

3
Clinical picturecase

One disease state — what agrees, conflicts, is missing.

4
Diagnosiscase

Scored differential, basis cited — concludes only when evidence supports it.

5
Treatment optionslive · cited

Retrieved live, ranked by the source's own grade — never generated.

Stage 1 · a finding, atomized
91%
High-grade urothelial carcinoma — muscularis propria invaded
TURBT-1042#histology
path
Stage 3 · a conflict, surfaced
Size: CT urogram 2.3 cm vs cystoscopy estimate 2.0 cm. Both values retained — neither overwritten nor averaged. Flagged for the board, not auto-resolved.
Stage 4 · the differential, scored
Muscle-invasive urothelial carcinoma leading91%
Urothelial ca with squamous differentiation18%
Non–muscle-invasive disease excluded5%
Stage 5 · an option, retrieved & cited
rank 1 Neoadjuvant cisplatin-based chemo → radical cystectomy Phase III RCT · OS benefit
external · citedmatches the case: cT2N0M0, muscle-invasive, cisplatin-eligible
▸ SWOG-8710 · PubMed▸ ClinicalTrials.gov
Also surfaced: FGFR3 S249C → FGFR-targeted therapy on progression ▸ CIViC
✓ verifier: every item links to its source — an unsourced statement is suppressed in code, never rendered. If a source returns nothing, HEALiX says so rather than invent.
Evidence sources, queried live: CIViCClinicalTrials.govEurope PMCClinVarPubMed NCCN · enterprise licensingOncoKB · enterprise licensing

Illustrative case shown. Ranking follows each source's own evidence grade — CIViC levels, trial phase — never an opaque model score. Disabled sources are shown with their reason, never faked.

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