ISTQB Certified Tester AI Testing (CT-AI) Intermediate
The ISTQB Certified Tester AI Testing (CT-AI) course equips testers, test analysts, and data professionals with practical skills to validate AI-based systems, addressing the growing challenge of testing non-deterministic, data-dependent models. With AI adoption surging—72% of enterprises now prioritizing AI initiatives (Gartner, 2024)—this certification fills a critical skills gap in ensuring AI reliability, safety, and fairness.
Prepare for the official ISTQB CT-AI certification with Koenig’s authorized training, featuring 30-day lab access for hands-on practice. Gain globally recognized expertise to advance into roles like AI Test Specialist or Quality Assurance Lead in AI-driven organizations.
Training Formats & Pricing
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Course Overview
The ISTQB Certified Tester AI Testing (CT-AI) certification, offered by the International Software Testing Qualifications Board (ISTQB), equips professionals with specialized skills to test AI-based systems, including machine learning models and generative AI. Designed for testers, test analysts, test managers, and data scientists, this course addresses the growing industry demand for AI quality assurance, with 78% of enterprises now integrating AI into critical applications. The CT-AI certification validates expertise in addressing unique challenges such as probabilistic behavior, data bias, and non-deterministic outputs, making it essential for those involved in developing or validating AI-driven solutions.
This course provides hands-on experience with key technologies including Python, TensorFlow, scikit-learn, and Jupyter Notebooks, enabling participants to build and test machine learning models in a practical lab environment. Students configure classification models using supervised learning, perform data preparation, and conduct exploratory testing on large language models (LLMs) to identify hallucinations and prompt injection vulnerabilities. A core lab project involves testing an AI loan approval system for hidden biases using statistical analysis and metamorphic testing techniques, simulating real-world scenarios where fairness, transparency, and reliability are critical.
The ISTQB Certified Tester AI Testing (CT-AI) certification is globally recognized and prepares candidates for the CT-AI v2.0 exam, which requires the ISTQB Foundation Level (CTFL) as a prerequisite. Professionals with this certification can pursue roles such as AI Quality Engineer or QA Lead for AI products, with mid-career salaries in the US ranging from $90,000 to $170,000. Koenig Solutions enhances preparation with official courseware, expert-led training, and a Guaranteed-to-Run schedule, ensuring learners gain both theoretical knowledge and practical skills. Earning the CT-AI certification positions testers to lead quality initiatives in next-generation AI and machine learning projects across industries.
What You'll Learn
Prerequisites
- [Reference only — do NOT include in output] Course: ISTQB Certified Tester AI Testing (CT-AI) | Code: CT-AI | Vendor: ISTQB | Section: prerequisites
- ["ISTQB® Certified Tester Foundation Level (CTFL)) certification", "Basic knowledge of the software development lifecycle (SDLC) and testing stages such as requirements, design, and execution", "Familiarity with core AI and machine learning concepts like supervised and unsupervised learning, training data, and models", "At least 6 months of experience in software testing or quality assurance is recommended", "Understanding of data management principles, including data quality, bias, and preprocessing techniques", "Knowledge of quality attributes from ISO/IEC 25010 and AI-specific quality standards outlined in ISO/IEC 25059"]
Certification Exam
Everything you need to know about the CT-AI certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Mastering AI Fundamentals with ISTQB Certified Tester AI Testing (CT-AI)
2
Day 2– Quality Standards for AI Systems via ISTQB Certified Tester AI Testing (CT-AI)
3
Day 3– Machine Learning Essentials for ISTQB Certified Tester AI Testing (CT-AI) Experts
4
Day 4– Advanced Testing Strategies: ISTQB Certified Tester AI Testing (CT-AI) Methodologies
5
Day 5– Data Validation for ISTQB Certified Tester AI Testing (CT-AI) Professionals
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of CT-AI certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the CT-AI certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- AI Test Engineer
- Machine Learning QA Specialist
- AI Quality Assurance Analyst
- Test Lead for AI Systems
- AI Testing Consultant
- QA Engineer for Generative AI
Companies Hiring
and 5,000+ organizations worldwide seeking CT-AI certified professionals
Course Student Reviews
Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.
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“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
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Enterprise Client ✓ Verified -
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“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
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“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
-
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified -
★★★★★
“Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”
AZ-104 Certified ✓ Verified -
★★★★★
“I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”
Enterprise Client ✓ Verified -
★★★★★
“The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”
PL-300 Certified ✓ Verified
-
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified -
★★★★★
“From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”
AZ-305 Expert ✓ Verified -
★★★★★
“As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”
100+ Learners Trained ✓ Verified -
★★★★★
“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
AI-102 Certified ✓ Verified -
★★★★★
“DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the CT-AI training course
Is the ISTQB Certified Tester AI Testing (CT-AI) exam fee included in the Koenig course price, and what is the exact cost if purchased separately?
What training formats does Koenig offer for the ISTQB CT-AI course, and do they guarantee the session will run?
How long is lab access provided for the ISTQB CT-AI course, and what type of lab environment is used?
What is Koenig's rescheduling and cancellation policy for the ISTQB CT-AI training course?
What is the format, duration, number of questions, and passing score for the ISTQB CT-AI certification exam?
How long is the ISTQB CT-AI certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the ISTQB CT-AI course?
What are the prerequisites and recommended experience for enrolling in the ISTQB CT-AI certification?
What is the expected salary impact for professionals holding the ISTQB CT-AI certification?
How does Koenig's ISTQB CT-AI training compare to self-study in terms of exam success rates and preparation?
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