- type
- concept
- created
- Mon Apr 06 2026 02:00:00 GMT+0200 (Central European Summer Time)
- updated
- Mon Apr 06 2026 02:00:00 GMT+0200 (Central European Summer Time)
- sources
- raw/notes/project_ai_roadmap, raw/notes/progress
- tags
- feature phase-2 ai maintenance iot
- aliases
- F2.3
Predictive Maintenance
abstract
AI feature F2.3 — equipment risk scoring 0-100, preventive work order creation, IoT sensor integration. Phase 2, not yet started.Key Capabilities
- Equipment risk scoring 0-100
- Preventive WO creation based on risk thresholds
- Integration with existing IoT sensor infrastructure (90 sensors, SVG gauges)
- 11 implementation tasks, 3 acceptance criteria
Current State
The Asset Health Hub is already built with IoT monitoring, SVG gauges, and 45 work orders. This feature would add the AI prediction layer on top.
Sources
- raw/notes/project_ai_roadmap — spec and criteria
- raw/notes/progress — status
Related
- wiki/concepts/ai-roadmap — part of Phase 2
- wiki/concepts/tech-stack — infrastructure context
- wiki/entities/unitcycle — the platform
Detailed Spec
Full technical specification with models, endpoints, acceptance criteria: → wiki/specs/features/f2.3-predictive-maintenance