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AI Framework for Transformation (AIFT)
The AI Framework for Transformation (AIFT) certification by APMG International is a comprehensive credential designed for professionals leading or participating in AI-driven organizational change
- 40 min
- 50% to pass
- 50 bank questions
- 5 domains
Exam syllabus, organized by domain
The official APMG International blueprint, with the real weight each domain carries on test day.
Try a real question
Answer one question from the live bank. Grading happens on our servers, so the answer key never reaches the page.
Try a real question
Sample AI Framework for Transformation (AIFT) exam question
Answer this question the same way you would on exam day. No sign-up needed — one random question, three tries to swap it out.
The AIFT framework specifies a mandatory review gate prior to scaling a pilot. Examine the YAML checklist and select the gate that is omitted.
phases:
- name: Prospect & Assess
gates:
- Strategic alignment check
- Data readiness audit
- name: Discover & Define
gates:
- Use case ethical screening
- Business case approval
- name: Proof of Concept
gates:
- Technical feasibility report
- User acceptance validation
- name: Pilot
gates:
- KPI measurement
- Feedback collection
- name: Scale & Embed
gates:
- Integration plan sign-off
- Training completion
- name: Optimise & Evolve
gates:
- Model retraining schedule
- Regulatory update checkExam facts at a glance
Every figure below comes from the certification record or from the question bank itself.
- Time limit
- 40 minutes
- Passing score
- 50%
- Domains
- 5
- Questions in our bank
- 50
- Level
- FOUNDATION
- Measured complexity
- 2.0 / 10
- Question mix
- 19 single · 16 multi · 15 interactive
Where the hard questions actually are
We score every question in the bank 1-10 on a reproducible formula. Below is the per-domain breakdown.
- AI Ethics, Trust, and Societal Impact5 questions · complexity 2.0/10 · Gentle
40% multi-select · 0% scenario · 20% interactive
- AI Frameworks and Governance13 questions · complexity 1.8/10 · Gentle
31% multi-select · 0% scenario · 31% interactive
- AI Lifecycle and Operations10 questions · complexity 1.8/10 · Gentle
30% multi-select · 0% scenario · 30% interactive
- AI Strategy and Implementation12 questions · complexity 2.0/10 · Gentle
33% multi-select · 0% scenario · 33% interactive
- Artificial Intelligence and Transformation10 questions · complexity 2.4/10 · Gentle
30% multi-select · 20% scenario · 30% interactive
Read the questions before you take them
The question bank with the correct answer and a written explanation for every item.
Frequently asked questions
What you need to know before attempting the AI Framework for Transformation (AIFT) certification.