🚀 Production Live · 1 March 2027 · Q6 Production Cert · GO LIVE Day
← Hub ← MOH Audit PRODUCTION LIVE 1 MAR 2027

Production Live · 1 March 2027

309 days from Doc Zam approval. Q1 → Q6 cleared. Pen-test passed. 14-doc compliance pack signed. From "approved blueprint" to "regulator-defensible production". Day-1 cutover plan, on-call rota, scale roadmap to 10+ clinics.

1. 🎯 GO-LIVE Summary

PhaseProduction Live · Q6 cert
DateMonday 1 March 2027 · 6am cutover window
Tenants at GO-LIVE4-5 clinics from onboarding cohort + Doc Zam = 5-6 tenants
Modules in productionAll 9: M1, M2, M3, M4, M5, M6, M7, M8, M9
Personal Assistants live4: Patient (M1), Doctor (M2+M4), Pharmacy (M5), Admin (M7)
InferenceHi-End on-prem · OpenAI cloud burst as failover only
First post-launch milestone31 Mar 2027 · 30-day production review

2. 📊 11-Month Recap

309
Days from approval to GO LIVE
9
Modules · M1-M9
9
Sprints + 4 phases
6
Quality gates Q1-Q6
5-6
Tenants live
~180pp
Compliance pack
0
P0 safety events in pilot
100%
Audit coverage

3. 🚦 T-7 Day Preflight (22-28 Feb)

  • T-7 (Mon 22 Feb): Q6 gate dry-run · all evidence rehearsed
  • T-6 (Tue 23 Feb): Final pen-test retest letter received · attestation signed
  • T-5 (Wed 24 Feb): All tenants notified of cutover window · staff schedules confirmed
  • T-4 (Thu 25 Feb): Backup verification — restore drill on staging from prod backup
  • T-3 (Fri 26 Feb): Code freeze 5pm Friday · only P0 hotfix allowed weekend
  • T-2 (Sat 27 Feb): Final monitoring dashboard polish · alerting tuned · rota confirmed
  • T-1 (Sun 28 Feb): Q6 gate decision day · MOH feedback closed · GO/NO-GO call
  • T-0 (Mon 1 Mar 6am): GO LIVE — production cutover begins

4. ⏰ GO-LIVE Day Plan (1 Mar 2027)

06:00Cutover Window Opens
Eng Lead + DevOps + Founder on-site (or war room). Code-freeze tag pushed. Last DB backup taken.
06:15DNS + Certificate Cutover
Production cert applied · DNS TTL flipped. Staging frozen as fallback.
06:30Multi-tenant Smoke Test
Each of 5-6 tenants smoke-tested · login · M1 chat · M4 audio sample · M5 dispense · M7 invoice · M9 audit.
07:00Doc Zam Clinical Sign-Off
Doc Zam runs 1 live test encounter end-to-end on production · clinical sign-off written.
07:30Tenant 1 (Doc Zam) Live
First clinic opens · first real patient encounter on production. Monitor real-time.
08:00Tenants 2-5 Live (staggered 15 min)
One tenant every 15 min · monitor each · rollback ready per-tenant.
09:00All Tenants Live · Stability Watch
All tenants production · 4-hour intensive monitoring · daily standup at noon.
12:00Noon Standup · Status Call
All-hands status · every tenant green/yellow/red. Founder communicates externally.
15:00Doc Zam End-of-Day Clinical Review
15 sample encounters reviewed · clinical accuracy · no surprises.
17:00End-of-Day Standup · Day-1 Closeout
Day-1 metrics: encounters · sign-offs · safety events · uptime · NPS sample · escalations · open bugs.
22:00Backup Snapshot · On-Call Hands Over
First production-tier backup · on-call eng covers overnight · escalation chain printed.

5. 📞 On-Call Rota

ShiftOwnerBackupEscalation
P0 Tech (24/7)Eng Lead (week 1) · rotating thereafterBE Dev 2Founder
P0 Clinical (business hrs)Doc ZamBackup clinical advisorFounder
P1 (8am-10pm)BE rotationFE rotationEng Lead
P2 (8am-6pm)QAOnboarding LeadEng Lead
Response targets: P0 ack < 15 min · resolve < 4h. P1 ack < 1h · resolve < 24h. P2 ack < 4h · resolve next sprint.

6. 📡 Production Monitoring

  • Realtime Dashboard: Filament page · per-tenant uptime · queue length · LLM latency · error rate · DDI flags · sign-off coverage
  • Telegram Alerts: P0 page (Eng Lead + Founder) · LLM error > 3% · sign-off slip > 24h · DDI false-negative · cross-tenant access attempt
  • Daily 5pm: Doc Zam clinical case review · 5 random encounters · 1 random ADR if any
  • Weekly Friday: Cohort all-hands with all tenants · metrics walkthrough · friction points · roadmap
  • Monthly: Compliance review · NPRA submission audit · MyInvois reconcile · pen-test interim
  • Quarterly: External advisor review · model governance audit · DR drill

7. 📅 First 30 Days (1-31 Mar)

  • Week 1: Stability watch · daily clinical review · zero non-essential changes
  • Week 2: First post-launch retro · open bugs triaged · doc Zam clinical case panel review
  • Week 3: 6th tenant onboarding kicks off (if confirmed)
  • Week 4: 30-day production review · metrics published · first iteration sprint planning
  • Throughout: 0 framework changes · 0 schema migrations · only bug fixes + small UX polish

8. 📈 Scale Roadmap (Q2-Q4 2027)

QuarterTarget tenantsFocus
Q1 2027 (Mar)5-6Production stability · zero-incident steady-state
Q2 202710Onboarding cadence · 1 clinic/2 weeks · WAHA marketing
Q3 202720Multi-state expansion · second Hi-End server (load shed) · third party integrations
Q4 202740+Self-service onboarding · partnership channel · MOH partnership exploration

9. 🤝 SLA + Pricing

  • Uptime SLA: 99.5% rolling 30-day · service credit if breached
  • P0 incident response: Ack < 15 min business hrs · < 30 min after-hours
  • Data residency: All data on Malaysian-soil servers · cross-border opt-in only with audit
  • Pricing tiers: Per-tenant monthly subscription · usage-based for AI inference · transparent per-encounter cost
  • Implementation cost: One-time onboarding fee · waived for first 5 cohort clinics
  • Exit clause: 30-day notice · full data export in FHIR R4 + standard formats · audit logs portable

10. 🏛️ Governance Model

  • Clinical Advisory Board: Doc Zam (chair) + 2 external clinicians · quarterly review
  • AI Governance Committee: Eng Lead + Doc Zam + Compliance Lead + 1 external AI ethics advisor · monthly
  • Tenant Council: 1 rep per tenant clinic · monthly product feedback session
  • Annual external clinical safety audit (independent firm)
  • Annual external pen-test (CREST-accredited)
  • Quarterly DR drill (full restore from offsite backup)
  • Continuous: M9 audit log monitored · cross-tenant access alerts · model version tracking

11. 🎉 Phase Closeout

After 30-day production stability (31 Mar 2027), formally close MediEco v1.0 build phase.

  • Build retro: full team · 11 months of lessons learned · captured in repo
  • Doc Zam thank-you ceremony · clinical advisor recognition · clinic partner recognition
  • Public case study (with consent): "From Doc Zam mock to 5-tenant production in 11 months"
  • Pitch deck v2: replace projections with actual outcomes for next round of clinic onboarding
  • v1.1 roadmap planning: which modules to deepen · what new use cases to attempt · BD prioritisation
  • Compliance Lead transitions to ongoing operations role · pen-test annual cadence locked