IoT

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.

The Maximo GuysMar 17, 2026Part 24 of 25

Complete guide to Maximo Monitor — the IoT platform for real-time asset monitoring with MQTT/REST ingestion, custom dashboards, anomaly detection, Python streaming analytics, edge data collection, and automated work order generation. Your assets have been trying to tell you something.

The Maximo GuysMar 17, 2026Part 11 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.

The Maximo GuysMar 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.

ACHANTA VENKATA SATYANARAYANA

Configure intelligent alert rules, severity-based escalation, multi-channel notifications, and automated work order creation in IBM Maximo Monitor.

ACHANTA VENKATA SATYANARAYANAFeb 19, 2026

Implement built-in analytics, custom Python functions, anomaly detection with Isolation Forest and LSTM, and ML-powered predictive maintenance in Maximo Monitor.

ACHANTA VENKATA SATYANARAYANAFeb 19, 2026

Real-world Maximo Monitor case studies with measured ROI across manufacturing, utilities, energy, transportation, and facilities -- plus battle-tested implementation best practices.

ACHANTA VENKATA SATYANARAYANA

Design effective Maximo Monitor dashboards with time-series charts, KPI cards, drill-downs, and role-based views that turn IoT data into operational decisions.

ACHANTA VENKATA SATYANARAYANA

Master MQTT and HTTP protocols for IoT data ingestion, device type design, bulk registration, gateway architecture, and data quality validation in Maximo Monitor.

ACHANTA VENKATA SATYANARAYANA

Step-by-step guide to deploying IBM Maximo Monitor, connecting your first IoT device via MQTT, and building your first operational dashboard.

ACHANTA VENKATA SATYANARAYANAFeb 19, 2026Part 2 of 8

Master Maximo Monitor REST APIs, Python SDK, webhook patterns, and enterprise integration with Manage, data lakes, ERP systems, and custom applications.

ACHANTA VENKATA SATYANARAYANAFeb 19, 2026Part 7 of 8

Learn what IBM Maximo Monitor is, how its IoT architecture works, and why it transforms reactive maintenance into predictive intelligence for enterprise assets.

ACHANTA VENKATA SATYANARAYANAFeb 19, 2026Part 1 of 8

Master IBM Maximo Monitor from zero to production. Our 8-part series covers IoT data ingestion, dashboards, AI analytics, alerts, and enterprise integration.

ACHANTA VENKATA SATYANARAYANAFeb 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.

The Maximo GuysFeb 19, 2026Part 6 of 8

Deploy MVI Edge for real-time inference at the camera location. MQTT alert pipelines, edge diagnostics, hardware selection, drone integration patterns, and field deployment strategies.

The Maximo Guys

Five practical 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

A forward-looking view of where Maximo may head through 2040: AI agents, digital twins, more autonomous workflows, and the five-stage EAM evolution from reactive to increasingly autonomous operations.

The Maximo GuysFeb 6, 2026Part 12 of 12

How MAS connects physical assets to digital systems through Maximo Monitor, MQTT protocols, IoT sensor data streams, real-time anomaly detection, and condition-based maintenance triggers. The integration frontier that legacy Maximo could never reach.

Manasa Ganga