[ R-05 — RESEARCH ]
The Full-Stack Advantage
When your CMMS ships its own sensors: deployment speed, data quality, and total cost
An upcoming report comparing full-stack platforms — where sensors, gateway, and maintenance software come from one vendor — against stitched architectures assembled from separate sensor, IoT-platform, and CMMS vendors. It quantifies where the integration tax actually falls.
What the report examines
- Examines time-to-first-actioned-alert across architectures: how long from purchase order until a sensor detection produces an assigned work order with context attached.
- Investigates why multi-vendor condition-monitoring deployments stall between pilot and rollout, and which seams — asset mapping, alerting, accountability — fail most often.
- Analyzes total cost of ownership per instrumented asset, counting integration, commissioning, and ongoing attention alongside hardware and subscriptions.
- Explores the openness requirement: how full-stack platforms should ingest third-party and legacy devices over MQTT, Modbus, OPC-UA, BACnet, and LoRaWAN without second-class treatment.
- Assesses how a shared asset-sensor data model changes alert precision and the verified-findings feedback loop that tunes detection over time.