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Maintenance Management

AI-Driven Asset Performance Management (APM)

Asset Performance Management (APM) brings together condition monitoring, reliability analytics, and AI to maximise the…

Code BII-APM 4-Day Almaty, Dubai, Nairobi, Online Online + Classroom
Overview

Course Description

Asset Performance Management (APM) brings together condition monitoring, reliability analytics, and AI to maximise the performance, availability, and value of physical assets. Modern APM platforms leverage machine learning and digital twins to predict failures and prescribe the optimal maintenance response.

This course provides a comprehensive understanding of AI-driven APM: the frameworks, the enabling technologies, and the leading platforms (such as IBM Maximo, GE APM, PTC, and SparkCognition). Participants learn how APM integrates reliability strategy with predictive and prescriptive analytics to shift maintenance from reactive to proactive and prescriptive across asset-intensive industries.

Objectives

What you will achieve

By the end of this training course, participants will be able to:

  • Explain the concept and scope of Asset Performance Management
  • Understand how AI and analytics drive modern APM
  • Describe the APM technology landscape and leading platforms
  • Integrate condition monitoring and reliability data into APM
  • Apply predictive and prescriptive analytics to asset decisions
  • Understand APM's role in reliability strategy
  • Assess APM maturity and build an implementation roadmap
  • Evaluate the business value of APM
Training methodology

How the course is delivered

The course combines APM frameworks with an overview of leading platforms and their capabilities. Participants explore how AI-driven APM integrates data, analytics, and reliability strategy through case studies.

The programme balances technology understanding with the strategic and organisational dimensions of APM adoption.

Who should attend

Designed for

This training course is ideal for:

  • Asset managers and reliability leaders
  • Maintenance and operations managers
  • Digital transformation professionals
  • Engineers evaluating APM platforms
  • Technical staff driving proactive maintenance
Course outline

Daily programme

DAY 01APM Foundations
  • What is Asset Performance Management
  • The evolution from maintenance to APM
  • The APM framework
  • AI and analytics in APM
DAY 02APM Technologies and Platforms
  • The APM technology landscape
  • Leading platforms and their capabilities
  • Condition monitoring and reliability integration
  • Data architecture for APM
DAY 03Predictive and Prescriptive APM
  • Predictive analytics for assets
  • Prescriptive maintenance
  • Digital twins within APM
  • Risk and criticality-based APM
DAY 04Strategy and Implementation
  • APM and reliability strategy
  • Assessing APM maturity
  • Implementation roadmap
  • Business value and case study review
Certificate

Certification & accreditation

BII Certificate of Completion

BII Certificate of Completion Upon successful completion, participants receive a BII Development Institute Certificate of Completion with a unique reference code that is independently verifiable. Our certificates are recognised internationally and reflect successful completion of your chosen programme.

Schedule

Upcoming sessions

DatesVenueFormatFee
25 - 28 Jan 2027 Nairobi Classroom US$ 4950 Register
01 - 04 Feb 2027 Almaty Classroom US$ 4950 Register
22 - 25 Mar 2027 Dubai Classroom US$ 4950 Register
29 Mar - 01 Apr 2027 Online Online US$ 4950 Register
Enrolment

Register, request in-house, or download the agenda

Choose an action and share your details — our team responds within one business day with dates, fees and the full programme.

Poster