CMMS & Digital Twin Implementation
Not Just Another CMMS — an Asset Decision Intelligence Platform
An integrated digital asset management system — from inventory to predictive alerts — deployed directly into your environment and monitored through CAIP, our asset governance platform.
Governance Gap
Field work orders are still managed via WhatsApp or paper — often lost and not systematically recorded.
Asset data and CMMS run disconnected from executive governance and financial decisions.
No predictive maintenance capability — asset failure is only known after it happens, not before.
CAPEX balloons at year-end due to lack of real-time visibility into asset costs.
Conventional CMMS records history — but doesn't translate it into trust that management, CFOs, or lenders can measure.
Architecture Overview
Our implementation integrates asset inventory, maintenance scheduling, an AI copilot for anomaly detection, and executive reporting into one multi-tenant system — monitored through CAIP and measured via the Asset Trust Index (ATI).
01 — System Diagnosis
Mapping existing assets, historical data, and field work processes — structuring them as knowledge objects ready for migration.
02 — Architecture Design
Asset governance ontology is designed covering 16 entities — from FailureEvent to ComplianceCertificate — as the foundation of the Digital Twin.
03 — Implementation & Deployment
CMMS and Digital Twin are deployed directly into your environment, complete with an AI copilot for root cause analysis and predictive alerts — monitored through CAIP.
04 — Evidence & Optimization
Asset condition is summarized in the Asset Trust Index (ATI) — a single score with a confidence interval usable for financial and lender decisions.
Framework Scope
Governance Ontology Engine (16 Asset Entities)
Work Order & PM Compliance
Financial Exposure Tracker
AI Copilot + Anomaly Detection
Executive Reporting Module
Asset Trust Index (ATI)
None of the modules above are separate add-ons — all run within a single CAIP multi-tenant architecture, from one site to over a hundred.
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