17 posts tagged “Predictive Maintenance”
A complete technical breakdown of every MAS 9 suite add-on that impacts supply chain operations — AI Assist (intelligent search, WO material recommendations, failure-to-parts mapping, document summarization), Parts Identifier (photo-based identification, catalog cross-reference, stock level checks), Health (scores driving demand predictability, replacement procurement, criticality stocking), Predict (failure timing to pre-position parts, RUL-based reservations), Monitor (condition-based orders, IoT consumption tracking, usage pattern analytics), and Optimizer (material-aware scheduling, multi-constraint coordination). The complete AI-to-parts pipeline.
Posam LakshminarayanaMar 17, 2026Part 24 of 25
Everything you need to know about Maximo Health — asset health scoring from 0 to 100, degradation curves, Asset Investment Optimization (AIO), risk matrix, criticality scoring, data requirements, and industry use cases. The first suite application every organization should deploy.
Posam LakshminarayanaMar 17, 2026Part 10 of 25
How Maximo Predict uses machine learning to predict failure dates, estimate remaining useful life, and detect anomalies — with Cox Proportional Hazards, Weibull survival analysis, and watsonx.ai integration. Data requirements, model pipeline, and why data science skills are mandatory.
Posam LakshminarayanaMar 17, 2026Part 12 of 25
Why MAS 9 is an entire Application Suite, not a Maximo upgrade. The integrated data pipeline from sensors to scheduling, how Manage is the hub, and why integrated value is multiplicative — not additive. The most important concept for your upgrade team to understand.
Posam LakshminarayanaMar 17, 2026Part 9 of 25
How to feed real-time IoT telemetry from Maximo Monitor and failure predictions from Maximo Predict into your Maximo Health models. Architecture, data flows, and governance.
The Maximo GuysFeb 19, 2026
Learn what IBM Maximo Monitor is, how its IoT architecture works, and why it transforms reactive maintenance into predictive intelligence for enterprise assets.
The Maximo GuysFeb 19, 2026Part 1 of 8
Technology does not fail. Programs fail. Learn the governance, change management, and adoption strategies that separate successful Maximo Predict deployments from expensive shelf-ware.
The Maximo Guys
The complete guide to model development in Maximo Predict. Model types, feature selection, training, validation, quality metrics, and what to do when your first model is terrible.
The Maximo Guys
Your predictive models are only as good as your data. Learn the 5 data types, 5 quality dimensions, and 5 deadly sins that determine Maximo Predict success.
The Maximo GuysFeb 19, 2026
Building the model is half the job. Learn how to deploy, monitor, retrain, and build feedback loops that keep your Maximo Predict models accurate over time.
The Maximo GuysFeb 19, 2026
Step-by-step guide to deploying Maximo Predict in MAS. Entitlements, configuration, data connections, scope definition, and selecting a use case that wins.
The Maximo GuysFeb 19, 2026Part 3 of 8
Stop guessing which use cases work. Real-world Maximo Predict patterns across 4 industries with specific assets, failure modes, data sources, and measurable results.
The Maximo Guys
Predictions without integration are dashboards nobody uses. Learn the end-to-end data flow from sensors to work orders across MAS applications.
The Maximo GuysFeb 19, 2026Part 6 of 8
Cut through the hype. Learn what IBM Maximo Predict actually does, how it fits into MAS, and why predictive maintenance is not the crystal ball vendors promise.
The Maximo GuysFeb 19, 2026Part 1 of 8
The definitive 8-part series on IBM Maximo Predict. From data foundations to enterprise governance, everything you need to deploy AI-powered predictive maintenance.
The Maximo GuysFeb 19, 2026Part 0 of 8
Five proven AI use cases for Maximo with ROI frameworks: work order intelligence, predictive maintenance, visual inspection, conversational AI, and data quality improvement.
The Maximo GuysFeb 6, 2026Part 10 of 12
Learn how to leverage AI capabilities in IBM Maximo to improve asset management and predictive maintenance.
themaximoguys TeamFeb 3, 2026