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| Phase | Duration | Key Activities | Success Criteria | |-------|----------|----------------|------------------| | | 3 weeks | Stakeholder workshops, asset audit, data‑source mapping. | Signed project charter, baseline KPI set. | | 2️⃣ Architecture & Cloud Setup | 2 weeks | Azure tenancy provisioning, network security, IAM roles. | Secure environment ready, pilot data ingestion test passed. | | 3️⃣ Pilot Development | 5 weeks | Configure asset hierarchy, ingest 2‑3 sensor streams, design one preventive‑maintenance workflow. | Pilot work order cycle time ↓ 20 %, user acceptance test (UAT) sign‑off. | | 4️⃣ Scale‑Out & Integration | 8 weeks | Connect ERP (SAP/Oracle), expand IoT coverage, roll out mobile app to field staff. | 80 % of critical assets onboarded, mobile adoption >70 %. | | 5️⃣ Predictive Analytics Enablement | 4 weeks | Train ML models on historic failure data, embed RUL dashboards. | Forecast accuracy ≥85 %, false‑positive alert rate <5 %. | | 6️⃣ Go‑Live & Hypercare | 3 weeks | Cut‑over to production, 24/7 support desk, knowledge‑transfer sessions. | SLA compliance (99.5 % system uptime), post‑go‑live issue resolution <2 days. | | 7️⃣ Continuous Optimisation | Ongoing | KPI monitoring, model retraining, user‑feedback loops. | Annual ROI improvement ≥12 % (see section 6). |