Responsible AI Practitioner
For product, data, engineering and risk people applying AI: lifecycle, risk and impact assessment, regulation, data governance, controls and vendor AI.
- Questions
- 50
- Duration
- 60 min
- Passing score
- 70%
- Investment
- $100
- Exam language
- English, Portuguese, Spanish
- Validity
- Does not expire
The pass mark is fixed: you pass with 70% correct answers, with no curve and no comparison with other candidates.
- Changed your mind? Ask for a full refund within 14 days of purchase, if the voucher has not been used.
- Your voucher never expires. Take the certification exam when you are ready.
- If you do not pass, your next attempt is half price for 90 days.
- The credential never expires: no renewal, no paid continuing education and no annual fee. You pay for the exam once.
Who this is for
You build or ship AI-enabled products
You work in product, data or engineering and need risk assessment, testing and documentation to happen inside the delivery process, not after launch.
You work in risk, compliance or privacy and AI keeps landing on your desk
You are asked to review AI use cases and want a method grounded in the NIST AI RMF and the EU AI Act instead of case-by-case judgment.
You are the go-to person for AI governance on your team
You keep the AI inventory, review vendors or answer the questions nobody else owns, and want to show you know how to do it consistently.
What you take with you
A permanent verification code
Anyone confirms your credential at dpcert.org/verify, without having to ask you for anything.
Approval that does not expire
A credential you earned does not lapse, asks for no annual renewal and charges no subscription.
LinkedIn and a public profile
Add it to your licenses and certifications section, or share the link to your profile.
A certificate with your score by domain
In PDF, showing how you performed in each area assessed.
What you need to know
Seven domains, drawn at random from a bank written for this certification exam. Read each one and see where you stand.
AI system lifecycle and inventory
8 questions · 16% of the exam
Running AI intake and classification, keeping an inventory that reflects what is really in production, and knowing what a model card and a datasheet must record at each stage of the lifecycle.
Risk and impact assessment
10 questions · 20% of the exam
Applying NIST AI RMF Govern, Map, Measure and Manage to a concrete system, scoping an AI impact assessment, and recognizing when a DPIA is required and what it must cover for AI.
Regulatory landscape
7 questions · 14% of the exam
Telling provider from deployer under the EU AI Act and what each must do per risk tier, alongside US state laws, the Brazilian AI bill and sector rules that may also apply.
Data governance for AI
8 questions · 16% of the exam
Choosing a lawful basis for training and inference data, applying minimization and retention, tracing provenance and judging when synthetic data reduces risk and when it only moves it.
Technical controls
7 questions · 14% of the exam
Designing bias tests and evaluations that fit the use case, planning basic red-teaming, and setting up monitoring, logging and human-in-the-loop points that actually catch failures.
Transparency and documentation
5 questions · 10% of the exam
Deciding what to disclose to users and affected people, writing explanations they can act on, and documenting and reporting incidents in a way that holds up under review.
Third-party and vendor AI
5 questions · 10% of the exam
Running due diligence on AI vendors and model APIs, reading LLM provider terms on data use, and drafting contract clauses that make shared responsibility explicit.
RAIP + RAIL
Responsible AI Track
RAIP and RAIL together: responsible AI practice and leadership of the governance program, with both vouchers at once. RAIP also meets the RAIL prerequisite. Neither voucher expires.
You save $30 compared with buying both separately.
14-day refund if neither voucher has been used.
DPAI + RAIP
Privacy & AI Track
DPAI and RAIP together: data protection and applied AI governance, the pair that shows up in the same decisions. Both vouchers at once, and neither expires.
You save $30 compared with buying both separately.
14-day refund if neither voucher has been used.
Test your knowledge with the Open Assessment
The Open Assessment has twenty questions at the level of the certification exam, with the result on the spot and a score for each domain. It is the honest way to decide whether you are ready.
Test your knowledgeSee what the questions are like
Sample questions in the exam format: a work situation and a decision. The certification exam uses different questions.
In a typical AI governance process, when should a new AI use case first go through intake and an initial risk classification?
- AAfter a pilot has run, so that the classification can draw on real performance results
- BJust before go-live, when the final configuration and the vendor contract are known
- CWhen the idea or purchase request is raised, before major build or buying commitments
- DAt the first scheduled inventory review after the system has been deployed
Show answer and explanation
Answer: C
Intake works best at the start: an early classification decides which assessments, controls and contract terms the use case will need, while design and procurement can still change cheaply, and it can be refined as the system takes shape. Waiting for a pilot means the pilot itself, which may already touch real people and data, runs without knowing what it requires. Just before go-live is too late to change the design or the contract without cost and delay. Classifying only after deployment leaves the system running without any assessment.
ISO/IEC 42001 asks an organisation to assess the potential consequences that an AI system's deployment and use can have for individuals, groups and societies. What does the standard call this process?
- AAI risk treatment, which selects and applies controls to bring AI risks to an acceptable level
- BManagement review, in which top management evaluates how the management system is performing
- CInternal audit, which checks that the management system conforms to the standard's requirements
- DAI system impact assessment, a process distinct from the organisation's AI risk assessment
Show answer and explanation
Answer: D
ISO/IEC 42001 separates the AI risk assessment, which looks at risks to the organisation and its objectives, from the AI system impact assessment, which looks at consequences for individuals, groups and societies; the results of the impact assessment feed the risk assessment. Risk treatment comes after assessment and chooses controls. Management review and internal audit evaluate the management system as a whole, not the effects of a particular AI system on people.
Frameworks and concepts covered
The glossary terms linked to this certification, each with its definition.
Study from the source of the certification exam
Practise the topic with a free tool
No sign-up tools on subjects of this certification, to apply at work what the certification exam assesses.
- AI vendor due diligence questionnaireFifteen questions on data, security, transparency and the EU AI Act, with a recommendation and contract clauses.Open
- AI risk registerLikelihood, impact and controls for each risk, with bands, a heat map and links to the NIST AI RMF, the EU AI Act and the GDPR.Open
- FRIA templateArt. 27 screening, the six required elements, a risk matrix per right and next steps in a draft ready to review.Open
- AI acceptable use policyA complete draft of your generative AI policy, adapted to your sector and size, ready to review with your legal team.Open
No course is required
The certification exam is the same for everyone, and how you prepare is your call: a course, a book, or the experience you already carry from the job.
- Changed your mind? Ask for a full refund within 14 days of purchase, if the voucher has not been used.
- Your voucher never expires. Take the certification exam when you are ready.
- If you do not pass, your next attempt is half price for 90 days.
- The credential never expires: no renewal, no paid continuing education and no annual fee. You pay for the exam once.
No prerequisite: this certification can be your starting point, with no other credential required. It also meets the prerequisite of Responsible AI Leader (RAIL) and Responsible AI Auditor (AUDAI).
Your access to the certification exam arrives by email as soon as the payment clears, and it does not expire. Payment is handled by Stripe.
Sample credential
Responsible AI Practitioner
- Holder
- Emily Katherine Thompson
RAIP-AVG2-Y2VQ
Frequently asked questions about the certification exam
›Is the RAIP worth it?
It is if you apply AI at work and need to show you can do it under control: classifying a system, running a risk or impact assessment, documenting, testing and managing vendors. It costs USD 100, never expires and has no renewal fee. If you only need to demonstrate essential knowledge, the entry-level RAIF is probably enough. The public syllabus helps you decide before buying.
›What does the RAIP cover?
Seven practical domains: AI system lifecycle and inventory; risk assessment with the NIST AI RMF, AI impact assessments and DPIAs; the regulatory landscape, with EU AI Act obligations by role and risk tier and other relevant laws; data governance for AI; technical controls such as bias testing, evaluation, basic red teaming and human oversight; transparency and documentation; and third-party AI, with due diligence, contracts and shared responsibility.
›What is the RAIP exam like?
There are 50 questions in 60 minutes, and you pass with 70%. The exam is online, with no scheduling, in English, Portuguese or Spanish, and questions describe work situations involving AI systems. There is no prerequisite. The price is USD 100, and the RAIP is also part of two discounted bundles: with the RAIL and with the DPAI.
›Do I need the RAIF before the RAIP?
It is not mandatory, but it is recommended. The RAIP assumes you already know the essentials the RAIF covers, such as the EU AI Act risk tiers and basic data protection concepts. The free RAIF open assessment is a quick way to test your foundations before investing in the RAIP.
›RAIP vs AIGP: what is the difference?
They are different credentials, and the RAIP is neither equivalent to nor a replacement for the AIGP. The AIGP is IAPP AI governance credential, the best known in the field, with a renewal cycle and continuing education. The RAIP is an alternative focused on the practice of people who apply AI: it never expires, has no renewal fee and costs USD 100. AIGP is a trademark of IAPP, and DPCert is not affiliated with it; check current AIGP terms on IAPP official website.
›What is the certification exam like? Is it online?
Yes, it is an online multiple-choice exam, taken in your own browser, with no scheduling and no exam centre. Questions describe work situations and ask for a decision, rather than testing memorised definitions, and the RAIL and the AUDAI also have a case analysis domain. Every question has four options and exactly one correct answer. All exams have 50 questions; the duration and the passing score of each are on the certification page.
›How hard is the exam, and what is the passing score?
The passing score is 70% for the RAIF, RAIP, DPAI and RAI-X, and 72% for the RAIL and the AUDAI, which are higher-level. There is no curve and no comparison with other candidates, and every question has exactly one correct answer. On difficulty: we do not publish pass rates yet, because DPCert is new and we will only publish figures with a large enough sample. Questions ask for decisions in real situations, so studying from the syllabus makes a difference.
›Can I retake a paid exam? Do I have to wait?
You can retake it, and for paid certifications there is no waiting period and no limit on attempts. Each new attempt requires a new voucher, because each voucher is worth one attempt. Questions are drawn afresh each time you open an exam, so a retake does not repeat the previous paper. If you do not pass, you receive a coupon to buy the new attempt at the same certification for half the price, valid for 90 days. For a RAIF taken at no cost under the Black Friday flash promotion, the rule is different: a free retake within 7 days of the result.
›Does the voucher expire?
A voucher bought on the site does not expire. Vouchers issued to an organisation in bulk may carry a deadline set at issuance, and in that case the date is shown with the code. If you lost the email, the code is also in your account, under Certification exams, once your address is confirmed.
›What is the refund policy? Can I cancel my purchase?
Yes, within 14 days of purchase, as long as the voucher has not been used. Write to [email protected] from the same email used in the purchase, saying you want a refund. We return the full amount through the same payment method and cancel the voucher at the same time. A voucher already used is not refundable, even within the 14 days, because the attempt is consumed when the exam is opened. For a bundle, the refund covers the whole bundle and only applies if none of its vouchers has been used. After 14 days, the voucher is still yours and never expires, but it is no longer refundable.
›Does the DPCert credential expire? Do I need to renew it?
No and no. A DPCert credential does not expire: there is no expiry date, no periodic retesting, no continuing education quota (CPE/CPD), no renewal fee and no annual dues. You sit the exam once, and the credential stays valid unless revoked. Revocation is an administrative act with a recorded reason, not an automatic expiry. No renewal fees. No CPE quotas. Many certifications on the market charge periodic upkeep; this one does not.
Questions about the certification exam →All frequently asked questions →