19 posts tagged “Maximo Health”
Monitor 9.2 drops its IoT Platform dependency and becomes stand-alone. MVI removes Caffe and Darknet and retroactively drops NVIDIA Pascal GPUs. Health, Predict, Maximo IT, Real Estate and Facilities, HSE, Oil & Gas and AIP all shipped real changes. Here's the product-by-product breakdown, and which ones force work on upgrade.
Surendra KattaAug 12, 2026Part 4 of 7
MAS 9 ships real native analytics — Operational Dashboards, Cognos, Health, Predict, Monitor — but every one of them has a ceiling. Part 1 names those ceilings precisely and explains why a lakehouse, not another dashboard, is what sits past them.
Surendra KattaJul 17, 2026
A scored decision framework for choosing between Maximo Predict's prebuilt models and a custom AutoML/MLflow model in Databricks — data needs, in-house ML skills, AppPoints economics, and how to write a score back into Maximo.
Surendra KattaJul 17, 2026
Beyond bridges: how Maximo Civil Infrastructure handles road condition (PCI scoring, distress identification, IRI ride quality, treatment recommendation), tunnel inspection under NTIS with fire/life-safety element tracking, deficiency tracking that prioritizes by severity and safety impact and links to work orders, and condition-based maintenance that triggers work when a rating drops below threshold with Maximo Health supplying the condition score — walked through a full pavement-section example.
Surendra KattaJul 16, 2026Part 3 of 5
The honest one. There is no application called Maintenance Rule in Maximo Nuclear. This part explains how 10 CFR 50.65 is actually implemented — through Assets (Nuc) performance monitoring, failure codes, Condition Monitoring, and Maximo Health — and how AP-913 equipment reliability rides the same configuration-not-app pattern, with the critical-component flag and Reliability Strategies doing the scoping work.
Venkat AchantaJul 16, 2026Part 4 of 7
Asset Performance Management sits on top of the Manage spine, not in place of it. Maximo Health scores criticality and risk, Monitor answers 'is it abnormal now?', Predict answers 'when will it fail?', and Asset Investment Planning turns risk into capital timing — and all of them push work orders back into Manage to close the loop.
Surendra KattaJul 16, 2026Part 5 of 7
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, 2026
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 Health scores trigger inspections, prioritize backlogs, adjust PM frequencies, and feed capital planning. End-to-end use cases across manufacturing, utilities, and facilities.
Venkat Achanta
How to scale Maximo Health from pilot to enterprise program. Rollout strategies, governance structures, common pitfalls, and real-world patterns from organizations that made Health permanent.
Venkat AchantaFeb 19, 2026
How to structure health components, map indicators, set weightings, define thresholds, and model criticality in Maximo Health. Includes safety-critical vs production-critical strategy patterns.
Venkat Achanta
How to design Maximo Health dashboards for executives, reliability engineers, and planners. Core KPIs, drill-down patterns, and portfolio views that turn health data into decisions.
Venkat AchantaFeb 19, 2026
Deep dive into the Maximo Health data model -- how condition indicators, component scores, and weightings transform raw maintenance data into actionable health and risk metrics.
Venkat AchantaFeb 19, 2026
Step-by-step guide to enabling IBM Maximo Health in MAS -- prerequisites, activation, security configuration, asset onboarding, and the verification checklist that proves it actually works.
Venkat AchantaFeb 19, 2026
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.
Venkat AchantaFeb 19, 2026
Discover how IBM Maximo Health transforms scattered maintenance data into actionable health scores and risk indicators. Stop guessing which assets need attention first.
Venkat AchantaFeb 19, 2026Part 1 of 8
An 8-part series on IBM Maximo Health covering health scoring, criticality modeling, Monitor and Predict integration, dashboards, automation, and governance for data-driven asset decisions.
Venkat AchantaFeb 19, 2026Part 0 of 8
Predictions without integration are dashboards nobody uses. Learn the end-to-end data flow from sensors to work orders across MAS applications.
Surendra KattaFeb 19, 2026Part 6 of 8
Connect MVI to Maximo Manage for automated work orders, Health for condition scoring, Monitor for visual alerts, and Predict for failure enrichment. The closed-loop inspection architecture.
Surendra Katta