AppPoints

IBM framed MAS 9.2 around asset-first AI and agentic workflows. This is an evidence-tiered assessment of what that actually means — the agentic Maximo Assistant, the Maximo MCP server, AI-generated insights with confidence scores, RAG lease extraction, watsonx Orchestrate in Maximo IT, and AI Service AppPoint tracking — separating what product documentation confirms from what only the announcement claims.

Surendra KattaAug 12, 2026Part 5 of 7

A structured reality check on IBM Maximo Application Suite 9.2. Eight gates that decide whether you can and should move, five verdicts mapped to real customer profiles, and an honest accounting of what the release does and doesn't give you.

Surendra KattaAug 12, 2026Part 7 of 7

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

Generative AI is a governance conversation before it is a technology one. The data-residency decision baked into SaaS-versus-on-premises watsonx.ai, the human-in-the-loop controls (confidence scores and accept/modify/reject) that keep the AI a recommender not a decider, the feedback loop as a governed data process, and the AppPoints licensing that gates who gets access — with a go-live governance checklist.

A grounded six-part series on the Maximo Assistant and AI Assist in MAS 9 — the watsonx.ai foundation, natural-language work guidance, SME collaboration and knowledge capture, guided troubleshooting, the AI Service deployment path, and the governance, data-privacy, and AppPoints decisions that gate it. Written for teams who want to know what generative AI in Maximo actually does, and what it does not.

Surendra Katta

The two generations of Maximo for Nuclear — legacy MNP 7.6 on WebSphere versus the current Maximo Nuclear industry solution inside MAS Manage — and why conflating them is where most analysis goes wrong. Plus the AppPoints Premium licensing model, the single part number that entitles it, the 7.6.1.x End of Support clock, and why AI Service is a separate line in your model.

Venkat AchantaJul 16, 2026Part 1 of 7

A seven-part, nuclear-specific guide to IBM Maximo Nuclear as it ships inside MAS Manage on the MAS 9.x stream: product lineage and AppPoints Premium licensing, Tech Specs and LCO Tracking, configuration control and nuclear work packages, the Maintenance Rule (10 CFR 50.65), the Corrective Action Program and Clearance/Tagout, a full regulatory crosswalk, and the honest state of what's new in MAS 9.x for nuclear.

Venkat AchantaJul 16, 2026Part 0 of 7

The series finale. How an optimized schedule surfaces in Graphical Assignment and the Dispatching Dashboard, the review-adjust-re-optimize rhythm dispatchers actually run, AppPoints licensing math, the Phase 4 rollout timeline, and the three documented use cases — field service, maintenance-window planning, emergency response — with the payoffs that prove Optimizer worked.

Venkat AchantaJul 16, 2026Part 5 of 5

A practitioner's map of how Maximo 7.6 EAM became Maximo Manage in MAS 9 — the move to containers on OpenShift, the Maximo Application Framework, AppPoints licensing, and why your MBOs, scripts, and database survive the journey intact.

Surendra Katta

The complete AppPoints licensing strategy and 13-month implementation roadmap for MAS 9 suite applications. Role-based allocation examples, optimization tips, phased deployment with success criteria, and why Phase 0 (data quality) determines everything.

Posam LakshminarayanaMar 17, 2026Part 15 of 25

A comprehensive deep dive into the six MAS 9 Industry Solutions — Aviation (MSG-3, Airworthiness Directives), Transportation (fleet lifecycle, linear assets), Utilities (grid management, smart meters), Oil & Gas (process safety, turnarounds), Nuclear (tech specs, surveillance testing), and Civil Infrastructure (NBI bridge inspection, Large Vision Models). Regulatory frameworks, AppPoints licensing, and what changed from 7.6.

Posam LakshminarayanaMar 17, 2026Part 20 of 25

A complete breakdown of the MAS 9 licensing restructure — five previously paid modules now included free, what still requires separate licensing, AppPoints optimization strategies, and why your organization may be overpaying for licenses it already owns.

Posam LakshminarayanaMar 17, 2026Part 16 of 25

Everything you need to plan MVI infrastructure. Five deployment options (SaaS, on-prem, Azure, client-managed), NVIDIA GPU requirements, storage sizing, and AppPoint licensing explained.

Surendra Katta

A comprehensive guide to the new MAS administrator responsibilities — from Kubernetes fundamentals, operator management, and the complete pod-container-node deployment hierarchy to API-first troubleshooting, Zero Trust security, and AppPoints licensing. Includes a deep dive into MAS cluster topology, namespace organization, entity managers, ServerBundle architecture, and resource sizing.

Posam LakshminarayanaFeb 6, 2026Part 2 of 9