PMI-CPMAI Practice Test

The PMI-CPMAI Practice Test is a free intermediate-level, 20-minute skill test from Science of Apps. It tests readiness for the PMI Certified Professional in Managing AI (PMI-CPMAI) — the six-phase CPMAI methodology from business understanding through data understanding and preparation, model development and evaluation, to operationalisation — plus AI project feasibility, iteration and trustworthy AI governance, written to PMI's CPMAI materials, the NIST AI Risk Management Framework, ISO/IEC 42001 and the EU AI Act for 2026. Independent practice; not affiliated with PMI. Score 70% or more on its 20 questions to earn a verifiable PMI Cpmai Proficiency certificate (SOA-PCX). Every question is based on published standards and research — including PMI Certified Professional in Managing AI (PMI-CPMAI) (Project Management Institute), AI Risk Management Framework (NIST), PMI-CPMAI: the six phases of CPMAI (Project Management Institute) — and each answer is explained with its source.

Yes. Science of Apps has a free PMI-CPMAI Practice Test built on the current Project Management Institute exam outline for 2026 and 2027. It covers business and data understanding, data preparation and model development, model evaluation and operationalisation and trustworthy AI and governance, scores you instantly and issues a verifiable certificate.

Read the four skill areas on this page, then take the 20-minute test online — no fee, course or sign-up. You see every answer explained when you finish. Score 70% or more and you get a PMI Cpmai Proficiency certificate straight away, on screen, as a PDF and by email, with a credential ID anyone can verify.

Yes. The questions are original scenarios written by Science of Apps, and each one is based on a public source you can read: PMI Certified Professional in Managing AI (PMI-CPMAI) (Project Management Institute); AI Risk Management Framework (NIST); PMI-CPMAI: the six phases of CPMAI (Project Management Institute); EU Artificial Intelligence Act (European Union); Artificial Intelligence Risk Management Framework: Generative AI Profile (NIST AI 600-1) (NIST); ISO/IEC 42001: AI management systems (ISO). The source is shown under each question and linked in the answer review. Science of Apps doesn't copy questions from other tests.

Four skill areas with five questions each, drawn from a bank of 10 per area so a retake brings new questions: Business and Data Understanding (AI feasibility, AI patterns and Data understanding); Data Preparation and Model Development (Data preparation, Labelling and Model development); Model Evaluation and Operationalisation (Evaluation, Deployment and Monitoring and drift); Trustworthy AI and Governance (Risk frameworks, Regulation and Ethics and leadership). Every question is an original scenario written to the 2026–2027 standard, with the published source named under it.

Project or programme manager leading AI work, AI product owner, Data science or ML team lead, PMO or delivery manager and Business analyst on AI initiatives. It suits anyone who wants a quick, verifiable way to show PMI Cpmai knowledge in 2026 and 2027, from students and career switchers to experienced professionals.

PMI-CPMAI (PMI Certified Professional in Managing AI) is PMI's credential for leading AI and machine learning projects. It is built on the CPMAI methodology, a data-centric, iterative approach with six phases: business understanding, data understanding, data preparation, model development, model evaluation and model operationalisation.

AI projects depend on data rather than only on code, so their outcomes are less certain. Teams must check data availability and quality early, work in short iterations, judge models against business measures as well as technical ones, and keep monitoring models after release because data and conditions change.

No. It is an independent practice test written to the publicly available PMI Cpmai content outline for 2026 and 2027, for checking your readiness before you book the real exam. Passing earns a Science of Apps certificate rather than the official credential.

Yes. The test is online, in English and free everywhere — people take it from India, the US, the UK, Europe, Africa, Latin America and Asia-Pacific. Your certificate is dated with your own local date and can be verified from anywhere at scienceofapps.com/certification/verify/.

20 questions — 5 from each of 4 skill areas — with a 20-minute limit. You need 70% (14 of 20) to pass and 90% for distinction.

We rate it Intermediate: assumes hands-on experience in the role. It has 20 scenario questions — 5 from each of 4 skill areas — and a 20-minute limit. You need 70% (14 of 20) to pass and 90% for distinction.

Nothing. There is no fee to take a test, to receive the certificate, to have it emailed or to verify it, and no sign-up.

On our server, not in your browser. The answers never reach the page until you submit, so a certificate can only be earned by passing. Each certificate gets a unique credential ID stored by Science of Apps.

You see your score for each area and every question with the correct answer and why, with the published source behind it. You can retake after 30 minutes, and the retake draws questions you haven't seen yet.

No. Every certificate is dated, so it always shows when you passed. Retake a test any time for a newer date or a higher score.

Yes. After you pass, Add to LinkedIn opens the Licenses & certifications form with the certificate name, Science of Apps as the issuer, the issue date, your credential ID and the verification link filled in. You can also download it as a PDF or PNG, and it's emailed to you as a PDF.

Every certificate has a credential ID and a QR code. Scanning it, or entering the ID at scienceofapps.com/certification/verify/, shows the holder's name, the certification, the score and the issue date from our records.

No. They are Science of Apps' own assessments of applied skill. They aren't issued by a university or standards body, and they work best alongside a portfolio that shows the skills in real work.