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Built for reliability engineers
Systems Online
    Forged on the Plant Floor

    Maximo Insights That Never Get Old

    Battle-tested knowledge on IBM Maximo, AI automation, and enterprise asset management — built to last.

    28+
    Deep Dives
    8
    Topics
    5+
    Authors

    Series

    Developer Mindset ShiftMAS 9.2MAS ADMINMAS FEATURESMAS HEALTHMAS INTEGRATIONMAS JAVA EXTENSIONSMAS MANAGEMAS MONITORMAS PREDICTMAS VISUAL INSPECTIONMAS WORK ORDER OPSTHINK MAS

    Showing 1–12 of 100 posts

    The AI Layer in MAS 9.2: What IBM Documented, What It Only Announced, and What Nobody Can Verify Yet
    Developer
    MaximoMAS 9MAS 9.2

    The AI Layer in MAS 9.2: What IBM Documented, What It Only Announced, and What Nobody Can Verify Yet

    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.

    Venkat AchantaVenkat AchantaAug 12, 2026Part 5 of 7
    MAS 9.2 — FOMO? Who Actually Qualifies, Who Doesn't, and What You're Really Missing
    Free
    MaximoMAS 9MAS 9.2

    MAS 9.2 — FOMO? Who Actually Qualifies, Who Doesn't, and What You're Really Missing

    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.

    Venkat AchantaVenkat AchantaAug 12, 2026Part 7 of 7
    What's New Inside Maximo Manage 9.2: Tickets, Alerts, AI Insights, and a Calibration Engine That Finally Checks Itself
    Admin
    MaximoMAS 9MAS 9.2

    What's New Inside Maximo Manage 9.2: Tickets, Alerts, AI Insights, and a Calibration Engine That Finally Checks Itself

    A complete, sourced walkthrough of Maximo Manage 9.2 — the new Tickets and Alerts applications, AI-generated alert insights, Collaborate moving inside Manage, automated calibration accuracy validation for ISO/IEC 17025 and ISO 15189, six new time zone processing rules, Java 25, and everything new in Maximo Optimizer 9.2.

    Venkat AchantaVenkat AchantaAug 12, 2026Part 3 of 7
    MAS 9.2: The Grounded Series — What Shipped, What Breaks, and Whether You Qualify
    Free
    MaximoMAS 9MAS 9.2

    MAS 9.2: The Grounded Series — What Shipped, What Breaks, and Whether You Qualify

    A seven-part, primary-source series on IBM Maximo Application Suite 9.2. What actually shipped on 25 June 2026, how it compares to 9.1 and 9.0, what changed inside Manage and across the suite, what the AI layer really contains, the upgrade items that bite hardest, and an honest verdict on who qualifies.

    Venkat AchantaVenkat AchantaAug 12, 2026
    What's New Outside Manage: The Rest of MAS 9.2
    Admin
    MaximoMAS 9MAS 9.2

    What's New Outside Manage: The Rest of MAS 9.2

    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.

    Venkat AchantaVenkat AchantaAug 12, 2026Part 4 of 7
    The MAS 9.2 Upgrade Watch-List: Eight Things Ranked by How Badly They Bite
    Admin
    MaximoMAS 9.2Upgrade

    The MAS 9.2 Upgrade Watch-List: Eight Things Ranked by How Badly They Bite

    A ranked, sourced watch-list for the MAS 9.2 upgrade — the Db2 12 licence trap that takes production down 30 days later, the removed user management APIs, add-on parity, SCIM migration, two irreversible settings, Java 25, MVI's retroactive GPU removal, and the small ones that still cost you a weekend.

    Venkat AchantaVenkat AchantaAug 12, 2026Part 6 of 7
    MAS 9.0 vs 9.1 vs 9.2: The Honest Comparison
    Admin
    MaximoMAS 9MAS 9.2

    MAS 9.0 vs 9.1 vs 9.2: The Honest Comparison

    A dimension-by-dimension comparison of Maximo Application Suite 9.0, 9.1 and 9.2 — platform and navigation, AI, applications, Java and database prerequisites, and support lifecycle — built only from IBM's own pages, with every claim we could not verify flagged as such.

    Venkat AchantaVenkat AchantaAug 12, 2026Part 2 of 7
    What MAS 9.2 Means for Your Upgrade Plan
    Free
    MaximoMAS 9.2Maximo Application Suite

    What MAS 9.2 Means for Your Upgrade Plan

    A plain-language guide to MAS 9.2 for business and functional leaders: what was released, what the Feature Channel means, how support works, what 8.x customers must check, and how to confirm platform requirements.

    Venkat AchantaVenkat AchantaAug 12, 2026Part 1 of 7
    Database Footprint, Add-Ons, and the MAS 9 Compatibility Matrix
    Developer
    MaximoMAS 9MAXOBJECT

    Database Footprint, Add-Ons, and the MAS 9 Compatibility Matrix

    How to read MAXOBJECT counts as an add-on's real database footprint, why HSE ships inside Oil & Gas under one shared PLUSG prefix, why Aviation conflicts with almost everything, and the exact MAS 9 compatibility matrix that tells you which extensions can coexist.

    Venkat AchantaVenkat AchantaJul 15, 2026Part 4 of 7
    How Maximo Java Extensions Actually Work: The Four-File MBO Pattern
    Developer
    MaximoMAS 9Java Extensions

    How Maximo Java Extensions Actually Work: The Four-File MBO Pattern

    A developer's deep dive into the four-file MBO pattern behind every Maximo object, how MAXOBJECT.CLASSNAME links an object to its MBO Set class, and how a PLUS add-on layers on top through plain Java inheritance.

    Venkat AchantaVenkat AchantaJul 15, 2026Part 1 of 7
    Java 17, Java 25, and the Future of Maximo Extensions
    Developer
    MaximoMAS 9Java 17

    Java 17, Java 25, and the Future of Maximo Extensions

    MAS 9.1 moved the JVM under every Maximo customization from Java 11 to Java 17. MAS 9.2 (June 2026) adds Java 25 at the platform and AI-Service level while Java 17 stays the baseline for Manage and your custom code. Here is what changes for existing extensions, why 9.2 is a mixed Java-17/Java-25 environment, how to test and remediate, and why the extension model endured while everything around it modernized.

    Venkat AchantaVenkat AchantaJul 15, 2026Part 6 of 7
    Deploying and Customizing Extensions in MAS 9: The Customization Archive
    Developer
    MaximoMAS 9Java Extensions

    Deploying and Customizing Extensions in MAS 9: The Customization Archive

    How Maximo add-ons are activated in the MAS Manage component model, and how custom Java is now delivered as a Customization Archive baked into a container image on OpenShift instead of dropped into WebSphere — the old-world/MAS-world post for developers and upgrade teams.

    Venkat AchantaVenkat AchantaJul 15, 2026Part 5 of 7
    ...