L0Orchestration1 agents
Orchestration
Board Chair / Orchestrator
L1Intake & Normalisation5 agents
Intake
Document Classifier
Case Assembler
De-identification Verifier
Clinical Timeline Builder
Modality Router
L2Diagnostic Specialists20 agents
Pathology
Histopathology Report Parser
IHC / Biomarker Extractor
Staging Agent (TNM / AJCC)
Grade & Differentiation Agent
Radiology
CT Agent
MRI Agent
PET / Nuclear Agent
RECIST Measurement Agent
Lesion-Tracking / Prior-Comparison Agent
Incidental-Findings Agent
Molecular
Variant Normaliser (HGVS)
Somatic-vs-Germline Classifier
Variant Actionability Agentfan-out
TMB / MSI / HRD Agent
Resistance-Mutation Agent
Fusion / CNV Agent
Pharmacogenomics Agent (PharmGKB)
Labs
Lab Interpretation Agent
Organ-Function Agent
Trend / Trajectory Agent
L3Therapeutic Specialists11 agents
Decision
Medical Oncology Agent
Line-of-Therapy Sequencing Agent
Regimen Builder
Radiation Oncology Agent
Surgical Oncology / Resectability Agent
Interventional / Loco-regional Agent
Pharmacy
Drug–Drug Interaction Agent
Renal / Hepatic Dose-Adjustment Agent
Toxicity & Adverse-Event Profiler
Contraindication & Allergy Checker
Drug-Availability / Formulary Agent
L4Evidence · Trials · Guidelines9 agents
Trials
Eligibility-Criteria Parser
Patient–Trial Matcherfan-out
Trial Ranking Agent
Geographic / Feasibility Agent
Evidence
Literature Retrieval Agent
Abstract Screening Agentfan-out
Evidence Grading Agent
Guideline Retrieval & Reconciliation Agent
Citation & Provenance Agent
L5Supportive & Holistic4 agents
Supportive
Palliative Care Agent
Nutrition / Cachexia Agent
Psycho-oncology / Social-Support Agent
Geriatric Assessment Agent (G8 / CGA)
L6Synthesis · Safety · Reporting6 agents
Synthesis
Consensus Synthesizer
Dissent / Red-Team Agent
Contradiction & Hallucination Checker
Safety & Guardrail Agent
Provenance / Citation Validator
Tumor Board Report Generator
Concurrent agents
0running now
peak
0
0/56 agents complete0%
Map-reduce fan-out
0 workersVariant · trial · abstract workers spawn here — one per item — then the reduce step aggregates.
Human-in-the-loop checkpoints
Checkpoint 1 — Confirm disease state
Clinician confirms diagnosis before therapeutics proceed.
Checkpoint 2 — Pre-finalisation sign-off
Citation Validator passed · Dissent recorded · Safety cleared.
Findings ledger0
Findings will stream here as the board deliberates…