mail@mabbaz.com Abu Dhabi, UAE

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Writing about enterprise tech and applied AI

Notes on ERP implementations, integration patterns, data engineering and applied AI, from 22 years of shipping enterprise systems.

CAFM Jul 2, 2026
AI-Powered Help Desk for CAFM: The Future of Maintenance Requests
Reference architecture for an AI-powered CAFM help desk: QR codes, computer vision, NLP, speech-to-text, auto problem coding and technician assistance.
CAFM Jul 2, 2026
Modern BMS and CAFM Integration: A Reference Architecture for the Building Operations Data Platform
Reference architecture for modern BMS to CAFM/CMMS integration: Building Operations Data Platform, data normalisation, event processing, AI and analytics.
CMMS Jul 2, 2026
Why Preventive Maintenance Programs Fail: Quality Over Quantity
Why most preventive maintenance programs fail: it is not more PMs, it is better PM design. Routes, grouping, checklists, KPIs, and the mistakes to avoid.
CMMS Jul 2, 2026
AI Voice for Utilities CMMS: Hands-Free Work in Plant and Field
How voice AI works in utility maintenance: hands-free at plant, high-noise environments, offline substation work, PPE-compatible input, multilingual.
CAFM Jul 2, 2026
AI Voice for Facility Management: Where Speech Actually Helps
How voice AI works in FM operations: technician voice logging, multilingual soft-services teams, tenant helpdesk voice notes, PPE-compatible input.
CAFM Jul 2, 2026
AI Voice for FM and CMMS: Hands-Free Maintenance and Field Operations
How voice AI reshapes hands-free maintenance and field operations: speech-to-text, work order voice updates, technician assistance, offline capture.
CMMS Jul 2, 2026
AI Computer Vision for Utilities CMMS: Drones, Gauges and Fleet-Scale Inspection
How computer vision reshapes utility maintenance: drone-based transmission-line inspection, pipeline corrosion, pressure vessel cracks, gauge digitisation.
CAFM Jul 2, 2026
AI Computer Vision for Facility Management: Where It Works Today
How computer vision reshapes FM: tenant complaint photo triage, statutory PPM evidence, facade and roof inspection, PPE monitoring, asset identification.
CAFM Jul 2, 2026
AI Computer Vision for FM and CMMS: Image-Based Inspection and Asset Recognition
How AI computer vision reshapes inspection and asset recognition in FM and CMMS: leak, corrosion and crack detection, gauge OCR, PPE, safety and autonomy.
CAFM Jun 30, 2026
Best CAFM Software 2026: An Independent Buyer Comparison
Independent comparison of the 7 best CAFM/IWMS software platforms in 2026: Planon, MRI, Archibus, TRIRIGA, FSI, ServiceChannel, Accruent.

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