Cancer survivorship — pilot launched, hardening
80 PRs merged last 14 days — 1.2× team average
None this week
Cancer survivorship — pilot launched, hardening
None this week
FHIR infrastructure, data ingestion, auth, security
FHIR platform for clinical data storage and retrieval.
Ingest clinical data from HIE networks and partner EHRs via Metriport. Write-back basic implementation exists, needs revision post Canvas→Medplum sync. Pipeline health monitoring not yet built.
Match patient identities across external data sources and HIE networks.
AI-assisted extraction of structured clinical facts from unstructured documents. AI team exploring best approach.
FHIR profile validation and data quality checks across ingested records.
Descope auth live in patient and provider apps. No known gaps.
HIPAA-compliant access logging and PHI monitoring across all services.
rules engine, SCP generation, risk models, PRO + surveillance
Evaluate FHIR data against archetypes, derive facts, produce clinical actions.
Clinician-facing rule review and approval — guideline provenance, rule authoring UI (Bios Intelligence Studio), AI team rule and document ingest pipeline.
Personalized survivorship care plans from logic output. ASCO compliant.
Generate provider-facing clinical summaries from computed patient state.
Evidence-based recurrence prediction from treatment history and patient factors.
Predict secondary malignancy risk from treatment exposures.
Late-effects and comorbidity prediction from treatment history.
React to clinical data changes and fire downstream workflows via FHIR subscriptions.
Schedule patient-reported outcome surveys based on protocol logic and risk tier.
Orchestrate risk-stratified screening schedules per NCCN guidelines.
Canvas Medical — clinical workflow + billing capabilities
Structured clinical notes and visit documentation. Hyperscribe (Canvas AI scribe) live in sandbox.
Order entry, referral tracking, and coordination.
Provider availability, appointments, and calendar management.
Provider-side video visit interface via Canvas native Zoom integration. Live in Canvas sandbox.
Clinician-facing care plan authoring and editing surface embedded in Canvas encounters via Bios Canvas plugin.
Task management, inbox, and action items.
Real-time eligibility checks and prior authorization.
CPT/ICD coding, charge capture, and superbills.
Canvas + Claim.MD selected. RCM contractor being hired for OON appeals and billing operations. Steady-state platform decision deferred to Month 4–6.
6 capabilities — build + integrate
Native mobile onboarding — account creation, demographics, HIE consent, waitlist routing. Descope SSO integrated; ToS acceptance and treatment consent not yet collected.
Patient-facing survivorship care plan display. Depends on SCP generation.
Patient-side video visits via Canvas native Zoom integration. Per-visit Zoom provisioning and in-app join complete. Legally cleared and live on TestFlight.
Patient self-service booking via Canvas scheduling integration.
Patient-reported outcomes collection. Depends on PRO engine.
Push notifications for patients — video visit reminders and PRO survey prompts.
Action items, reminders, and follow-ups for patients.
In-app patient↔staff messaging via Canvas. Thread UI, patient→staff writes, and support desk declaration all shipped.
1 pilot capability (should-have)
Dashboards and reporting for program operations and clinical outcomes tracking. Datadog APM + log forwarding live in production; clinical dashboards not yet built.