AI Powered Preventive & Predictive Maintenance (4th Edition)


A Step-by-Step Guide to Implementing AI-Powered Maintenance Systems

This book is a practical, step-by-step guide for upgrading maintenance systems in wastewater and drinking water facilities.

Any modern, AI-powered system has to start with the same foundation — organized tasks, accurate data, clear procedures, and realistic workflows. Those steps must be done before the new software is installed, regardless of which vendor you choose. This guide walks you through that process.

AI for Water Utilities shows how to prepare your maintenance program so an AI-powered system can actually deliver results, instead of becoming another complicated tool that slows people down. It explains what AI systems are designed to do, how they work with maintenance data, and why preparation is the key to success.

AI does not organize information on its own.
The system must be set up correctly first.

This book shows you how.

What this guide helps you do

  • Compile and organize maintenance tasks and procedures

  • Prepare accurate data before an AI-powered system is installed

  • Understand what AI systems are designed to handle

  • Move from spreadsheet-style or rigid legacy programs to modern AI-driven systems

  • Reduce repetitive typing, corrections, and manual data entry

  • Save time on documentation so more time is spent on maintenance work

  • Build a clear, practical case for upgrading with both staff and management

The guide explains why AI-powered maintenance systems are now competitively priced, and why the time savings alone often justify the investment. For many facilities, upgrading from older spreadsheet-based or rigid CMMS programs quickly pays for itself in reduced paperwork and smoother workflows.

The days of stopping a repair to type information into a phone or tablet are fading. AI-driven tools can handle much of the organizing and formatting, allowing maintenance work to continue without constant interruptions.

Included with the book

The book includes access to a free downloadable slide deck via QR code. The slides are designed as a simple introduction to AI-powered maintenance systems and can be used to explain the upgrade process to staff and management in a clear, practical way. The slides are hosted on Google Slides and can be viewed online, downloaded, and customized, with no email signup required.

Print format and edition

The print edition is formatted in large, easy-to-read type on 8.5” × 11” pages, making it practical to use at a desk, in a shop, or alongside maintenance planning work. The larger format leaves plenty of room for notes, checklists, and markups, so the book can be used as a working reference instead of something that sits on a shelf. This is the 4th edition of a guide that has been a staple for clients for years, now completely updated to reflect modern AI-powered maintenance systems and current CMMS workflows.

CMMS & Maintenance Keywords

This guide is written for professionals working with CMMS, EAM, and maintenance management systems in wastewater and drinking water utilities, including preventive maintenance, predictive maintenance, asset management, work orders, PM scheduling, inspection tracking, maintenance planning, inventory control, spare parts management, compliance documentation, regulatory reporting, maintenance logs, SOPs, equipment history, failure analysis, condition-based monitoring, SCADA integration, mobile maintenance, digital maintenance records, legacy CMMS upgrades, spreadsheet-to-CMMS migration, and AI-powered maintenance software used by municipalities, utilities, and public works departments.

If you’re planning an upgrade and want a clear, realistic roadmap — without hype, jargon, or unnecessary complexity — this guide will walk you through the process step by step.