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The Regulation Reality
Legislation like the EU AI Act isn't just comingƒ?it's here. CRAIS provides the compliance blueprint organizations need to survive.
GIofAI Professional Certification
Certified Responsible AI Specialist (CRAIS)™
The CRAIS exam evaluates your ability to apply responsible AI principles, governance frameworks, risk and compliance standards, and bias mitigation techniques in enterprise and regulated environments.
Secure proctored assessment
Vendor-neutral capability validation
Verifiable certificate & transcript
Professional designation
CRAIS™ Career level
Mid Level
CRAIS™ Career level
Mid Level
Duration90 minutes
Questions250 MCQs
Pass threshold70%
LevelIntermediate to Advanced
DeliveryGIofAI Exam Portal
Self-paced Course
Learn with labs & projects at your own pace.
Practice Exam
Timed questions with instant feedback & review.
Professional outcome
Why Certified Responsible AI Specialist?
In the age of generative acceleration, trust is the only currency that lasts.
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Economic Necessity
Unchecked AI leads to costly errors. Responsible AI is an economic imperative that safeguards the bottom line.
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Career Inflection
The demand for AI 'architects' is high, but the demand for 'Responsible AI' leaders is exploding. Position yourself at the forefront.
Who it suits
Designed for professionals working where capability meets real delivery.
Designed for professionals applying these capabilities in real delivery environments.
Practitioners building production systems
For professionals shipping models, pipelines and AI-enabled products.
Engineers & technical specialists
For people responsible for development, evaluation, deployment and monitoring.
Product & solution professionals
For teams translating requirements into reliable, responsible AI solutions.
Consultants & technical strategists
For advisors guiding architecture, adoption, risk and implementation choices.
Exam blueprint
6 domains that reflect the full assessment scope.
The assessment spans the domains below. Weightings indicate relative emphasis in the exam.
Foundations & Data Engineering
20%AI/ML/DL project lifecycles Mathematical foundations Data quality & preprocessing Versioning & governance
Model Development & Training
25%Classical ML & Deep Learning Generative AI training paradigms Pretraining vs. Fine-tuning Optimization & Regularization
Deployment & MLOpss
20%Deployment & compression strategies Model serving & packaging Infrastructure as Code Scalability & cost management
Evaluation & Monitoring
15%Model evaluation metrics Robustness & reliability testing Real-time monitoring & observability
Governance & Compliance
10%Risk management frameworks FATE (Fairness, Acc., Trans., Exp.) Responsible AI practices Regulatory compliance
Applied AI Case Studies
10%Finance fraud & retail engines Healthcare summarization Manufacturing maintenance Govt service automation
Assessment experience
Know the format before you commit.
A 90-minute assessment with 250 questions, a 70% passing threshold, delivered through the GIofAI Exam Portal.
Exam at a glance
Duration90 min
Questions250
FormatMultiple Choice
Pass70%
Negative markingNone
LanguagesEnglish
Your certification journey
1
Prepare against the published blueprint
Use official study materials and the practice assessment to identify weaker domains.
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Complete identity verification
Government ID and candidate verification are required for the professional assessment.
3
Sit the proctored examination
Complete the assessment through the GIofAI Exam Portal under monitored conditions.
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Receive your provisional result
See the provisional outcome immediately after submission.
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Access your verified credential
Your certificate and detailed transcript are available in the learner dashboard after verification.
Credential value
A designation you can verify, share and carry into professional conversations.
The value of the certification is the combination of controlled assessment, identity verification, domain-level performance evidence and a verifiable professional credential.
CRAIS
Certified Responsible AI Specialist
A professional GIofAI designation supported by a digital certificate and official transcript. The transcript records section-level performance, giving the credential more context than a simple completion badge.
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Verified professional designation
Identity-verified assessment under controlled examination conditions.
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Detailed performance transcript
Section-wise performance information for a clearer view of your assessed capability.
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Shareable digital certificate
A professional credential designed to be verifiable and shareable with employers and professional networks.
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Clear next-step pathway
Use CRAIS as a core credential before moving into deeper specialisations.
CRAIS Exam Guide
Review the blueprint before you register.
Get the certification overview, domain weightings, exam format and preparation guidance in one concise guide.
Frequently Asked Questions
Clarity on everything from retakes to professional ethics requirements.
How long is the certification valid?
The CRAIS certification is valid for 2 years. Professionals can renew by taking a delta exam or completing designated continuing education credits.
What is the format of the exam?
The exam consists of 56 multiple-choice, case study, and scenario-based questions delivered through a secure, proctored online portal.
Are there any prerequisites?
While there are no mandatory prerequisites, we recommend 12-18 months of experience in AI/ML engineering, data science, product management, or compliance roles.
Can I use a calculator during the exam?
Yes, a basic on-screen calculator is provided for any scenario-based questions involving metric thresholds or fairness calculations.
When will I get my results?
You will receive a provisional pass/fail score immediately after submission. A detailed transcript and digital certificate follow within 48-72 hours.
Ready to validate your Certified Responsible AI Specialist capability?
Take the next step toward the CRAIS professional designation.