PMI Certified Professional in Managing AI (PMI-CPMAI)™ Certification
Master AI project management with PMI-CPMAI Certification. - Earn 21 PMI-approved PDUs toward certification renewal.
- Cover all 5 exam domains with scenario-based learning.
- Access to practice questions and AI project case studies.
- Enjoy seamless learning with our intuitive LMS platform.
- Master all 6 phases of the CPMAI methodology for AI success.
- Build skills to drive AI/ML initiatives from idea to successful delivery.
PMI-CPMAI™ Certification Training - Key Features
Earn 21 PDUs approved by PMI. - Globally approved PMI certification.
- Training by seasoned AI experts.
- Master all 6 CPMAI methodologies.
- Course on AI strategy & leadership.
Earn 21 PDUs approved by PMI. - Merges PMI, Agile & CRISP-DM principles.
- Use with any AI platform or tech stack.
- Includes a digital Credly credential.
- Real-world AI case studies.
PMI-CPMAI™ Certification Course Content
Discover why AI projects struggle, how iterative delivery supports success, and how CPMAI ensures ethical, effective outcomes.
Align AI solutions and strategy to real business needs, assess feasibility, define ROI, and set clear project scope.
Select the right data, ensure compliance, and build the infrastructure to support AI, laying the groundwork for effective AI data management across the project lifecycle.
Transform raw data into AI-ready inputs through quality checks, augmentation, and compliance controls.
Build and validate models, from machine learning to generative AI.
Test and monitor AI models, address drift, and ensure results are reliable, explainable, and aligned with goals.
Operationalize AI responsibly, manage governance, and plan for continuous improvement.
Upcoming PMI-CPMAI™ Certification Training Batches
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PMI-CPMAI Certification Course Overview
- Gain globally recognized PMI Standard AI certification
- Earn up to 40% higher salary than non-certified peers
- Lead AI/ML projects from ideation to deployment
- Access 19M+ AI jobs projected globally by 2030
- Improve the opportunity in the competitive AI job market
What We Offer in This Certification
- 30 hours of expert-led live training
- Complete CPMAI methodology across 6 phases
- Scenario-based exercises and real-world case studies
- Official PMI course materials and downloadable workbook
- PMI-CPMAI exam voucher (first attempt included)
- Digital credential via Credly
- 21 PDUs toward PMI certification renewal
- Post-training support and guidance
Eligibility & Prerequisites
The PMI-CPMAI certification has no mandatory prerequisites. No prior project management, technical, or AI experience is required. It is open to all professionals looking to build expertise in AI project management using the Cognitive Project Management in AI (CPMAI) framework.
Who Can Join This Course?
- Project Managers & Program Managers
- Product Owners & Scrum Masters
- Data Professionals & Data Scientists
- Business Analysts & IT Consultants
- AI/ML Project Leaders & Technology Leaders
- Career changers entering AI project management
PMI-CPMAI Training and Certification FAQ's
The PMI Certified Professional in Managing AI (PMI-CPMAI)™ is a globally recognized AI certification offered by the Project Management Institute. It validates your expertise in managing AI and Machine Learning projects using the CPMAI methodology - a vendor-neutral, data-centric, and iterative framework designed specifically for AI project management.
No, there are no mandatory prerequisites. You don't need prior project management experience, technical background, or AI expertise. The certification is open to all professionals. However, completing the PMI-CPMAI Exam Prep Course is required before scheduling the exam.
The PMI-CPMAI exam consists of 120 multiple-choice questions (100 scored + 20 unscored pretest questions). You will have 160 minutes to complete the exam. It is administered online via Pearson VUE, either at a test center or through online proctoring. There is no negative marking.
PMI uses a pass/fail scoring system for the PMI-CPMAI exam. While an exact percentage is not officially published, it is estimated to be approximately 70-75%. You will receive immediate notification of your result upon completion.
You will earn 21-30 PDUs (Professional Development Units) aligned with the PMI Talent Triangle™. If you hold a PMP certification, these PDUs cover more than one-third of your renewal requirements and can fully satisfy the Education PDU requirement for CAPM.
The course covers the six CPMAI methodology phases: Business Understanding, Data Understanding, Data Preparation, Model Development, Model Evaluation, and Model Operationalization. You will also learn about AI ethics and governance, the seven AI patterns, data strategy, and how to align AI solutions with business objectives.
The training includes 30 hours of live instructor-led sessions or 21 hours of self-paced learning. It includes official PMI course materials, downloadable workbooks, scenario-based exercises, CRISP-DM labs, real-world case studies, an exam voucher (first attempt), and a digital Credly credential upon passing.
You can retake the PMI-CPMAI exam up to 3 times within a 1-year (365-day) eligibility period. A 30-day gap between attempts is recommended. PMI may also offer a free retake for candidates who complete a feedback survey after their first unsuccessful attempt.
The PMI-CPMAI certification is valid for 3 years. To maintain it, you must earn 30 PDUs every 3 years through learning activities, giving back to the profession, and working professionally in the field.
This AI certification is ideal for Project Managers, Program Managers, Product Owners, Scrum Masters, Business Analysts, Data Scientists, IT Consultants, AI/ML Project Leaders, and career changers seeking a structured path into AI project management. No coding skills are required.
PMI-CPMAI Certification Exam FAQs
The PMI-CPMAI exam contains 120 multiple-choice questions, out of which 100 are scored, and 20 are unscored pretest questions used for future exam development. You will have 160 minutes to complete the exam. All questions follow a single-best-answer format, and there is no negative marking for incorrect responses. The exam is closed-book and administered through Pearson VUE, either at a testing center or via online proctoring.
The exam covers five domains based on the CPMAI methodology:
Support Responsible and Trustworthy AI Efforts – 15%
Identify Business Needs and Solutions – 26%
Identify Data Needs – 26%
Manage AI Model Development and Evaluation – 16%
Operationalize AI Solution – 17%
Focus your preparation on Domains 2 and 3, as they together account for over 50% of the exam questions.
PMI follows a pass/fail scoring system for the PMI-CPMAI exam. Upon completion, you receive an immediate notification of your result without a specific numerical score or domain-level feedback. Based on industry insights, the estimated passing threshold is around 70%, though PMI does not officially disclose the exact percentage.
Yes, you are allowed up to 3 exam attempts within a 1-year (365-day) eligibility period from your first attempt. PMI recommends waiting at least 30 days between retakes to allow adequate preparation time. Additionally, candidates who do not pass on their first attempt may be eligible for a
Start by completing the official PMI-CPMAI Exam Prep Course, which is mandatory before scheduling your exam. Focus on understanding the six phases of the CPMAI methodology and how they relate to real-world AI projects. Allocate at least 30 hours of study time, as the six-phase artifacts account for over 40% of exam questions. Practice with scenario-based questions rather than memorizing definitions, and review real AI project case studies to understand the practical application of the CPMAI framework.
PMI-CPMAI Certification Course Additional FAQs
The PMI-CPMAI training package offers comprehensive resources to ensure exam success. It includes 21-30 hours of live or self-paced training covering all six CPMAI methodology phases. You receive official PMI course materials, downloadable workbooks, templates, and resources. The package also includes scenario-based exercises, CRISP-DM labs, real-world AI project case studies, your first exam voucher, a course completion certificate, and a digital credential authenticated through Credly upon passing. Post-training support and guidance are also provided.
Yes, PMI offers flexible exam delivery options through Pearson VUE. You can choose to take the exam at a physical Pearson VUE testing center or opt for online proctoring from your home or office. For online proctoring, ensure you have a stable internet connection, a webcam, a microphone, and a quiet, private space. The online proctored exam follows the same format and time limit as the in-person version.
While PMP focuses on general project management principles applicable across industries, PMI-CPMAI is designed explicitly for managing AI and Machine Learning projects. The CPMAI methodology addresses the unique challenges of AI initiatives, including data governance, model drift, ethical AI implementation, and iterative development cycles. Unlike traditional project management, PMI-CPMAI integrates CRISP-DM and Agile principles tailored for data-centric, AI-specific projects where outcomes are often uncertain and require continuous refinement.
No coding or deep technical expertise is required. The PMI-CPMAI certification focuses on project methodology, AI strategy, governance, and leadership rather than programming or model building. It is designed for professionals who manage AI projects and teams, not those who write algorithms. The course teaches you how to oversee AI initiatives, align them with business goals, and ensure responsible delivery without needing hands-on coding skills.
Yes, once you enroll in the PMI-CPMAI Exam Prep Course, you have 90 days to complete both the training and the certification exam. This validity period ensures candidates stay focused and complete the program within a reasonable timeframe. Plan your study schedule and allocate sufficient time for both learning the CPMAI methodology and preparing for the exam within this window.
Distinctions and Achievements
About PMI-CPMAI Certification
What is PMI-CPMAI Certification?
The PMI Certified Professional in Managing AI (PMI-CPMAI)™ is a globally recognized AI certification offered by the Project Management Institute. Built on the Cognitive Project Management in AI (CPMAI) methodology, this credential validates your ability to lead AI and Machine Learning projects from ideation to deployment. It is the PMI certification designed specifically for the iterative, data-centric nature of AI project management.
What You'll Learn
Through this certification, you will master the six CPMAI methodology phases: Business Understanding, Data Understanding, Data Preparation, Model Development, Model Evaluation, and Model Operationalization. You'll gain expertise in aligning AI solutions with business objectives, managing data governance and compliance, addressing AI ethics and transparency, detecting model drift, and deploying AI responsibly into production. The course also covers the seven core AI patterns and integrates CRISP-DM, Agile, and PMI best practices.
Why Get PMI-CPMAI Certified?
With 80% of AI projects failing due to poor planning and governance, organizations need skilled professionals who can deliver successful AI initiatives. The PMI-CPMAI certification equips you with a structured, tool-agnostic framework applicable across industries. Certified professionals can earn up to 40% more than non-certified peers and access 19M+ AI jobs projected globally by 2030. This AI certification enhances your credibility, bridges the gap between data science lifecycle and business goals, and positions you as a trusted AI project leader.
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