About The Exam

Exam Coverage

ARTiBA certification exams are designed to evaluate candidates’ applied knowledge and decision-making proficiency in artificial intelligence, across different levels of technical and strategic expertise. Each exam draws from the AMDEX™ knowledge standards and assesses a candidate’s grasp of AI principles, tools, frameworks, and professional competencies aligned with their certification track.

While the specific content areas vary by program, all ARTiBA exams share a unified emphasis on current and emerging AI knowledge relevant to industry demands and ethical practice.

Key areas examined include:

  • AI and machine learning concepts, models, and system behavior
  • Practical use of AI tools, algorithms, and deployment techniques
  • Decision frameworks for AI governance, compliance, and strategic value
  • Application of AI in real-world business, technical, and industry contexts

The depth and scope of each exam reflect the professional responsibilities associated with each certification.

AiE® Certification Exam Coverage

The AiE® certification evaluates applied knowledge across key areas of artificial intelligence and machine learning. The exam measures foundational readiness for AI solution development, implementation, and system understanding.

Module Scope Weight
Foundational AI/ML Theory Modern Learning Paradigms
Mathematical Foundations
Reinforcement Learning
AutoML 		22%
AI System Development & Deployment (MLOps) Programming & Tool Stack
MLOps Ecosystem
Cloud-Native AI 		18%
Natural Language & Multimodal Systems LLM Engineering
Fine-Tuning
RAG Systems
Multimodal Architectures
Ethical NLP 		20%
Neural Architectures & Optimization Deep Learning Innovations
Efficient Models
Hardware-Aware Training
Model Productionization
Compression Techniques
Edge Deployment 		18%
Ethical AI & Governance Compliance Frameworks
Technical Safeguards 		12%
Emerging Frontier Technologies Agentic AI Engineering
Quantum Machine Learning 		10%

CAiEP® Certification Exam Coverage

The CAiEP® exam assesses advanced technical expertise required to build, scale, and maintain enterprise-grade AI systems. Candidates are tested on full-stack AI engineering capabilities—from data processing to MLOps.

Module What it covers Weight
AI & Data Science Fundamentals Core AI Concepts
Mathematics for AI
Machine Learning Overview
Programming Essentials 		16%
Data Collection & Preparation Data Acquisition
Data Cleaning & Preprocessing
Feature Engineering
Data Pipelines 		14%
Machine Learning Algorithms Regression & Classification Methods
Unsupervised Learning
Model Evaluation
Implementation Tools 		14%
Deep Learning Techniques Neural Network Architecture
Building & Training Models
Specialized Architectures
Frameworks & Practice 		14%
Generative AI & NLP Generative Models
NLP Applications
Model Training & Fine-Tuning 		14%
Model Deployment & MLOps Production Deployment
CI/CD for ML
Monitoring & Maintenance
Cloud & On-Premises Implementation 		14%
Optimization & Performance Tuning Hyperparameter Tuning
Model Optimization
Code & Hardware Optimization
Profiling & Benchmarking 		7%
AI Ethics & Responsible AI Bias Detection & Mitigation
Interpretability & Explainability
Data Privacy
Security Against Adversarial Examples
AI Governance 		7%

CAiBP® Certification Exam Coverage

The CAiBP® exam tests the ability to lead, manage, and integrate AI into business strategy, operations, and transformation. It is designed for professionals navigating AI from a governance, value-realization, and impact perspective.

Module What it covers Weight
AI Fundamentals & Data Literacy AI Concepts & Terminology
Data Literacy
Basic Analytics Tools 		18%
AI Applications & Use Cases Industry Applications
Use Case Identification
No-Code AI Platforms 		14%
AI Strategy & Planning AI Business Strategy
AI Roadmaps
AI Maturity Assessment
Resource & Stakeholder Planning 		12%
AI Project Management & Implementation Project Lifecycle Methodologies
Team Coordination
Deployment Oversight 		12%
Ethical AI & Governance AI Ethics Principles
Governance Frameworks
Risk Management
Model Explainability Tools 		12%
AI-Driven Transformation & Change Management Business Process Reengineering
Enterprise Scaling
Change Management Strategies
Upskilling & Culture 		12%
Generative AI & Emerging Trends Generative AI Overview
Emerging Technologies
Risk & Innovation 		10%
AI ROI & Performance Evaluation KPI Definition
Measuring Impact
Continuous Evaluation 		10%

Exam Structure

The ARTiBA certification exams consists of 60 multiple-choice questions, each with a single correct answer. Examinees can navigate freely between questions — skipping, reviewing, or revising their responses before final submission.

All ARTiBA certification exams are designed for flexibility, security, and candidate convenience, while upholding the highest standards of integrity and rigor.

Duration of the Exam 90 minutes
Exam Venue Online – remotely proctored via ExamStrong™
Mode of Delivery Online
Total Questions 60
Question Format Multiple-choice, single-answer

Additional Notes:

  • The exam is delivered through a secure, real-time proctoring system verified by ExamStrong™.
  • Candidates must ensure their system and environment are ExamStrong™-verified prior to launching the exam.
  • ARTiBA's exam platform is optimized to prevent lag, discourage misconduct, and enable a smooth candidate experience.

Exam Administration Platform

All ARTiBA certification exams are delivered through ExamStrong™, a globally trusted platform for high-stakes online proctored assessments. ExamStrong™ combines adaptive technologies, secure proctoring protocols, and a candidate-friendly interface to ensure a seamless testing experience from anywhere in the world.

Exams can be taken in a comfortable, distraction-free environment — such as a home or office — after successfully completing system and environment verification through ExamStrong™.

The platform incorporates rigorous international standards in testing integrity, identity verification, and data security. Its design and operations are aligned with globally recognized certification and credentialing protocols.

For details on verifying your system, webcam, and internet connection, refer to the Online Proctoring Exam Guidelines section.

Exam Scheduling, Rescheduling & Cancellation

Scheduling Your Exam

Candidates have up to 180 days from the date of payment to schedule and take their certification exam. Once ready, candidates can select their preferred exam date and time through their myARTiBA dashboard.

Exams are available year-round and can be scheduled based on the candidate’s time zone and readiness.

Rescheduling Your Exam

  • No-cost Rescheduling: Candidates may reschedule their exam at no additional cost if the request is submitted at least 72 hours in advance of the originally scheduled exam time.
  • Late Rescheduling Fee: Requests made within 72 hours of the scheduled exam will incur a USD 50 rescheduling fee.

All rescheduling must be done through the myARTiBA dashboard.

Cancelling Your Exam

If you cancel your scheduled exam at any time, you will need to pay USD 50 to extend your 180-day eligibility period, allowing you to reschedule your exam at a later date within the extended window.

Cancellations made within 72 hours of the scheduled time are not eligible for extension and will result in your eligibility window expiring—unless special permission is granted.

If you’re unable to appear for the exam due to a verified emergency, please contact ARTiBA Care for assistance.

Note: Your exam scheduling deadline and window expiry dates are visible on your myARTiBA dashboard. Candidates must adhere strictly to these timelines.

Exam Development

ARTiBA certification exams are designed to rigorously evaluate the knowledge and competencies required of contemporary AI professionals. The development process is structured to meet the highest standards of professional certification and to ensure every candidate is assessed fairly, consistently, and in alignment with real-world expectations.

To uphold global quality and integrity, ARTiBA draws upon the expertise of test development professionals, exam technologists, credentialing security specialists, and practicing AI professionals. The exam content is developed through a multi-layered process that includes global practitioner surveys, structured interviews with industry leaders, role-specific task analyses, and collaborative input from academic experts and subject matter authorities.

This methodology ensures that all ARTiBA certification exams are psychometrically valid, job-role aligned, and continuously updated to reflect evolving trends in AI practice. Each exam is mapped to the AMDEX™ framework and evaluated to maintain relevance, reliability, and measurable performance outcomes for every candidate.

Exam Testing and Scoring

To successfully pass an ARTiBA certification exam, candidates must achieve a minimum score of 65%. Final outcomes are determined using advanced statistical methods that factor in question difficulty levels and scoring reliability to ensure a fair and consistent evaluation.

Candidates will see a preliminary result (pass or fail) immediately upon submitting the exam. The official score is published on the candidate’s myARTiBA dashboard within 10–12 business days of exam completion.

Within 3–4 business days of passing, candidates will receive an email containing their Unique Credential Code and access to their official digital CredBadge for professional sharing. The physical ARTiBA credential kit is shipped globally and typically arrives within 3–4 weeks of result confirmation.

Please note that official results and credentialing details are not shared over phone, SMS, or email. All candidates must access their outcomes and certification information exclusively through their myARTiBA dashboard.

Before You Schedule Your Exam

We strongly recommend that all candidates thoroughly review the exam policies, guidelines, and technical requirements before scheduling their certification exam.

To avoid any last-minute issues, please ensure you take the mock exam to verify that your system, internet connection, and exam environment meet the necessary conditions.

If you experience any technical issues at the time of your exam, please contact ARTiBA Care immediately. Our team is available to assist you in real time during your scheduled exam session. However, please note that issues reported after the exam time has passed cannot be retroactively addressed or accommodated.

Being prepared is essential. Check your system, understand the process, and reach out to us if you need support.

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