maximo-ai-assistant
A working practitioner's guide to active prompting for Maximo AI Assistant and watsonx Orchestrate, with concrete prompt patterns, the four-step active prompting loop applied to Maximo condition briefings, and the production cost model for AI Service AppPoint consumption.
maximo-apm
How to operationalize the Maximo Condition Insight agentic AI capability across Maximo Health, Predict, and Monitor, with FMEA mapping patterns, work order auto-generation rules, and field-tested prompts.
maximo-mobile
How the 9.1 meter reading restructure (asset/location level instead of work order level) changes data integrity, offline support, and saved query configuration, with field patterns from production rollouts.
maximo-manage
Twelve production-ready patterns for BIRT reports and cron tasks in MAS 9.1, including Java 17 compatibility, BIRT 4.9 upgrade notes, scheduled KPI rollups, and report queue tuning.
mas-9-1
How to model, monitor, and reclaim AppPoints across MAS 9.1 with a quarterly reserve-vs-concurrent tuning cycle, OpenShift resource right-sizing, and Data Reporter Operator telemetry.
mif
A decision tree for choosing between Kafka, webhooks, REST, OSLC, and SOAP/JMS in MAS 9.1, with 6 production patterns, message contract design, and AppPoints implications for the AI Service.
utilities
Field-tested patterns from NYPA's ISO 55001 program, North American wind and solar operators, and water utilities that have moved to MAS 9.1, with specific AppPoint and APM configurations.
TechXchange
The 2026 IBM TechXchange Maximo event calendar, MaximoWorld 2026 registration details, and how to build a community engagement plan that produces measurable professional value.
maximo-visual-inspection
How to design, deploy, and budget a Maximo Visual Inspection program at scale, with edge deployment patterns, model training pipelines, and the AppPoint math for production rollouts.
APM
The Maximo APM stack is feature-rich, but a full deployment can be intimidating. Here is the 5-asset pilot pattern that produces a defensible ROI in 90 days and gives the executive sponsor a reason to fund the full rollout.
Maximo Mobile
Offline sync used to be a two-week configuration project. With MAS 9.1 and the new Mobile Config Studio, the same deployment takes an hour. Here is the 2026 playbook, with conflict-resolution patterns for the field.
automation scripts
Most Maximo automation scripts break at upgrade time — usually because they were written against undocumented behaviors. Here are 12 patterns that have survived MAS 8.x to MAS 9.1.x upgrades in production at three enterprise customers.