✅ DOC ZAM APPROVED · 26 April 2026 · Hospital Agentic AI Eco-System Execution Hub · Internal Working Document
APPROVED EXECUTION HUB v1.0 · Phase 0 Foundation 14 sections · modular delivery

MediEco — Execution Blueprint

Hospital Agentic AI Eco-System untuk Doc Zam (Mohd Shuhaizam Zain). Pitch dah disetujui — sekarang masa execute. Modul-by-modul, gate-by-gate, tak terlepas 1 pun.

Modul
9
M1-M9 (modular)
Personal Assistants
4
Patient · Doctor · Pharmacy · Admin
Timeline
~6
bulan ke MVP pilot
Quality Gates
6
Q1-Q6 ALESA + MOH-equivalent
PRIMARY · PM VIEW
Project Blueprint

Charter · scope · stakeholders · RACI · timeline · milestones · quality gates · risks · budget · governance · compliance roadmap.

Buka Project Blueprint →
PRIMARY · ENGINEERING VIEW
Development Blueprint

Tech stack · repo structure · API contracts · database schema · agent specs · DevOps · observability · security · testing strategy · sprint cadence.

Buka Development Blueprint →

📑 Doc Zam Mock System (HIS) Alignment

Berdasarkan 6-slide PPTX yang Doc Zam (Mohd Shuhaizam Zain) hantar 26 Apr 2026 — workflow diagram + 5 mock screens. Hampir 100% align dgn 4-PA × 9-modul kita. Detail terperinci akan dimasukkan dlm setiap modul spec.

📑 Doc Zam Mock
✅ Our Modul
Patient Mobile App + AI Triage
Acute → notify physician · Non-acute → AI guidance
M1 PSPA · Patient Symptom PA
Built-in 3-warna triage + escalate logic
Registration Counter
Demographics · Insurance · Consent · Today's Queue
M7 ADPA · Admin PA
Smart queue + appointment + check-in flow
Doctor Consultation
6-tab Quick Access · Encounter ID · SOAP doc
M4 DRPA · Doctor PA + M2 PCBP
Pre-consult briefing + ambient SOAP scribe + 6-tab UI
Pharmacy Dispensing
Verification · Stock · Substitution · Print Label
M5 PHPA · Pharmacy PA
DDI + allergy + halal + dose-by-weight
Digital Referral Letter + 1st Responder
"Guided to Nearest Hospital"
M3 CLOC · Clinic Locator + M4
GPS routing + auto-generated referral
HIS Support & Governance bottom layer
8 modules: Audit · Ops · Profiling · Records · Accounting · Pharmacy Stock · Coordination · Emergency Response
M9 AUCM · Audit + Compliance
Cross-cutting layer covers all 8 governance items
Patient Profile Form (11 sections)
Master · Contact · Emergency · Primary Care · Insurance · Clinical Snapshot · Allergies · Medication · Vitals · Encounter History · Care Plan
M4/M1/M5 shared data model
Exact 11-section schema akan diadopsi sebagai canonical Patient model
Photo/Biometric ID
Patient Master Profile (face)
NEW: leverage Skool2U Face Scan
face-api.js client-side · cosine match · existing tech
Encounter ID format · ENC-2026-0425-001
Adopted as canonical · ENC-{YYYY}-{MMDD}-{NNN}
MRN format · 2026-001245
Adopted as canonical · {YYYY}-{6-digit sequential}
Verdict: Doc Zam vision = our 4-PA × 9-modul architecture, validated dari kedua-dua belah. Kita extend dgn (a) modular adoption flexibility (b) Malaysia-context (BM rojak, halal, MOH CPG) (c) on-prem AI server option (d) cross-clinic continuity network (M8). Doc Zam mock = excellent UI reference yang akan diadopsi as canonical UX pattern.

🗂️ Blueprint Sections (14)

Modular structure — setiap seksyen standalone, boleh dikerjakan parallel oleh team berbeza. Click untuk masuk.

FOUNDATION · LIVE
1. Project Charter

Vision, scope, success criteria, exit criteria, key principles.

FOUNDATION · LIVE
2. Stakeholders & RACI

Doc Zam · Rosli ALESA · Klinik partners · Patients · MOH · regulator. RACI per phase.

FOUNDATION · LIVE
3. Timeline & Phases

Phase 0 Foundation → 1 MVP → 2 Pilot → 3 Scale. Milestones + dates.

FOUNDATION · LIVE
4. Quality Gates Q1-Q6

ALESA framework gates + MOH-equivalent compliance checkpoints per phase.

FOUNDATION · LIVE
5. Risk Register

Clinical safety · medication error · PDPA · skill decay · audit gap · cost. Mitigation per item.

FOUNDATION · LIVE
6. Budget & Resources

Capex (server) + OpEx (colo + maintenance + cloud burst) + manpower allocation.

FOUNDATION · LIVE
7. Tech Stack & Repo

Laravel 11 + Filament 3 + Python LangGraph + MCP SDK + Llama/Qwen + pgvector.

FOUNDATION · LIVE
8. API & MCP Contracts

REST · MCP server (mcp-medix) · webhooks · FHIR R4 · HL7 v2 · DICOMweb · e-Invoice LHDN.

FOUNDATION · LIVE
9. Database Schema

11-section Patient profile (Doc Zam canonical) · Encounter · Prescription · Audit · Vector Memory.

FOUNDATION · LIVE
10. Agent Specifications

Per-PA: tools, memory tier, prompt strategy, guardrails, escalation thresholds.

PHASE 2 · PENDING
11. Module Specs (M1-M9)

Per-modul deep spec: user stories · API · data model · state machine · test plan · acceptance criteria.

PHASE 2 · PENDING
12. Gantt & Sprint Plan

2-week sprints · sprint goals · velocity tracking · dependency graph · critical path.

PHASE 2 · PENDING
13. Risk Register Detail

Full register · likelihood × impact matrix · mitigation owner · trigger conditions · contingency plans.

PHASE 2 · PENDING
14. Budget Detail

Per-line capex · monthly opex profile · 5-year TCO · sensitivity analysis · funding plan.

🚀 Current Phase Status

Phase 0 · NOW
Foundation
Hub + Project + Dev blueprint LIVE. Module specs pending.
Phase 1
MVP Build
M1+M4+M9 (Patient PA + Doctor PA + Audit). Target: 4-6 minggu.
Phase 2
Pilot
+ M2+M5+M7. Deploy 1 klinik pilot. 3 bulan run-in.
Phase 3
Scale
+ M3+M6+M8. Rollout 5-50 cawangan. Network effect activated.
📌 Today (26 Apr 2026): Phase 0 Foundation — Hub + Project + Dev blueprint LIVE. Next session: Module M1-M9 deep specs + Gantt + Risk register detail + Budget breakdown.

📚 Reference Documents