Teach leaders the AI skill most programmes skip: asking the right questions.
How to Ask the Right Questions About AI is a 2-day, non-technical programme built on INTERROGATE — 11 questions for evaluating AI outputs, vendor proposals and AI-assisted decisions. It ends in a live vendor-pitch simulation. Facilitator guide, slides, workbook, scenarios and assessments included.
- INTERROGATE: 11 questions covering intent, numbers, trust, ethics, responsibility, reality, ownership, governance, alternatives, transparency and evidence
- Metric literacy — what AI accuracy claims really mean, and what they hide
- An overnight interrogation challenge on a real AI situation, and a live vendor simulation capstone
- No technical background needed; Certificate of Completion at a 75% assessment pass
How to Ask the Right Questions About AI Trainer Toolkit by Bodhih Training — built on programmes delivered to 2,000+ companies since 2008.
The workshop is on the calendar. The material isn’t.
AI training teaches use, not scrutiny
Most AI programmes show leaders how to get outputs. Far fewer teach them how to challenge an output, a metric or a vendor claim — the moments where errors and bias slip through.
The 'I'm not technical' barrier
Leaders defer to data scientists and vendors because they think they lack the expertise to question them. You need a structured questioning discipline that works without technical knowledge.
Hard to make it feel real
Critical thinking about AI can become abstract quickly. Participants need live practice on real AI situations and a realistic vendor pitch — and that material takes time to design.
Picture the evening before your programme.
Imagine starting Day 1 with a baseline: how confident are participants, honestly, at questioning an AI output or a vendor's accuracy claim? Then you introduce INTERROGATE and work through intent mapping for the AI tools their teams already use.
Through the day they build metric literacy — stress-testing what an accuracy figure really means — run a four-direction ethics horizon scan, and map who is accountable when an AI-assisted decision goes wrong. At the close, each leader takes one INTERROGATE question away to apply overnight to a real AI situation at work.
Day 2 opens with those overnight stories, usually the most honest and energetic discussion of the programme. Then comes evidence evaluation, the escalating question technique and navigating stakeholder conversations, before the capstone: a live vendor pitch where participants interrogate in real time and score each other on question quality.
When they sign their INTERROGATE pledge, you'll notice they have stopped apologising for not being technical — and started asking better questions instead.
What you will deliver
A complete design, sequenced and timed — so every session has a purpose and every activity lands.
- Framework
- INTERROGATE — 11 questions for every AI encounter
- Length
- 2 days · 14 contact hours
- Audience
- Non-technical junior leaders
- Capstone
- Live vendor simulation
- Certification
- 75% assessment pass
- Formats
- Blended — in-person or virtual
The INTERROGATE framework and baselineDay 1
Why questioning beats technical expertise, and where participants start.
Intent mappingDay 1
What each AI tool in the team's workflow is actually for.
Metric literacy and stress-testing
What AI accuracy claims really mean — and hide.
Ethics horizon scanning
The four-direction scan for surfacing ethical implications.
Accountability mapping
Who owns an AI-assisted decision when it goes wrong.
Overnight interrogation challengeDay 1 close – Day 2 open
Applying one question to a real AI situation, then sharing what happened.
Evidence, escalation and stakeholder conversationsDay 2
Evaluating evidence and the escalating question technique.
Capstone — live vendor simulationDay 2
Interrogating a vendor pitch in real time, with peer scoring on question quality.
Everything for the room. Nothing left to build.
Unlocks the moment you pay. Until then, here is exactly what you will be downloading.
What your participants will be able to do
Designed for junior leaders who encounter AI in their team's daily work; leaders reviewing AI vendor proposals or AI-assisted decisions and non-technical leaders in any sector.
- Apply the 11 INTERROGATE questions to AI outputs, vendor claims and AI-assisted decisions
- Map the intent behind the AI tools their team currently uses
- Stress-test AI accuracy and performance metrics
- Run a four-direction ethics horizon scan
- Build an accountability map for AI-assisted decisions
- Evaluate the evidence behind AI claims and use the escalating question technique
- Commit to a 30-day interrogation habit plan
Walk in with data. Walk out with proof.
Trainers who measure before and after design sharper sessions — and get rebooked. AssessAll, our sister assessment platform, has assessments that sit naturally alongside this programme.
Walk in knowing where every participant starts.
Pair How to Ask the Right Questions About AI with an AssessAll assessment. Participants take it before the workshop, so you can tune the emphasis to the room; they retake it afterwards, so you can show the client what actually moved. Better-targeted sessions, and evidence that wins the next booking.
- Signing It Off: AI Governance JudgmentView assessment ↗
- AI Draft Supervision: Reviewing What the Machine WroteView assessment ↗
- Everyday AI Judgment at WorkView assessment ↗
Nothing quite fits? Create your own assessment on AssessAll, or ask the AssessAll team to build one around this programme’s objectives for you.
That is the design work already done for you — research, session plans, slides, activities and assessments. Spend it facilitating, selling your next programme, or simply switching off.
The honest comparison
| Building it yourself | This toolkit | |
|---|---|---|
| Time to a deliverable programme | 60–120 hours of design | Ready today |
| Session plan with timings | Built from scratch | Included, minute by minute |
| Activities, role plays, cases | Hunted down one by one | Written for this programme |
| Assessment and feedback | Often skipped | Instruments and forms included |
| Virtual delivery version | A second project | Guide included |
| Cost | Your weekends | One payment |
Made for people who stand at the front of the room
Completing an AI curriculum
Add the critical-evaluation layer to an AI programme that already covers tools and prompting.
AI procurement and governance
Prepare leaders who sit in vendor presentations or approve AI-assisted processes to ask the questions that matter.
Independent trainers
Offer a tool-agnostic AI programme that stays relevant as the technology changes.
18 years in real training rooms, packaged for yours.
Bodhih Training has designed and delivered corporate programmes since 2008 — for first-time managers, sales teams, leadership cohorts and whole organisations. These toolkits are that reach, distilled: the structures, activities and materials that hold up in front of real participants, written so another trainer can pick them up and deliver with confidence.
Three steps from here to the room
- STEP 1
Buy in two minutes
Name, email, pay with UPI, card or netbanking. No account to create.
- STEP 2
Download instantly
Your download page opens at once, and a permanent link lands in your inbox.
- STEP 3
Brand it and deliver
Every file is editable Word or PowerPoint. Add your logo, your examples, and run it.
The best AI questions don't need code.
Download the complete INTERROGATE programme and help leaders catch AI errors, bias and overclaims before they cause harm.
Licensed to the buyer to deliver this programme to their own participants and clients, in person or online, and to adapt and brand the material. Reselling or redistributing the files is not permitted.
The rest of the Bodhih family, when you need it
Make the workshop last beyond the room
A workshop is two days; the behaviour change takes months. Jobulary turns assessment evidence into a focused individual development plan (IDP) — a few quarterly objectives built on real work, re-measured honestly. Give every How to Ask the Right Questions About AI participant a plan to carry forward.
IDPs are launching soon — the working demo is free to explore now, no sign-up.
Rather have us deliver it?
If you want How to Ask the Right Questions About AI run for your organisation by Bodhih Training’s own facilitators — in person, live virtual or blended, customised to your context — we deliver it end to end.
solutions@bodhih.com · +91 99000 11601. Building your own facilitation skills? See Bodhih’s Train the Trainer certification.
How to Ask the Right Questions About AI toolkit — FAQs
Already bought? Resend my linkWhat is the INTERROGATE framework for AI?
INTERROGATE is a set of 11 questions leaders apply to any AI output, vendor claim or AI-assisted decision, covering intent, numbers, trust, ethics, responsibility, reality, ownership, governance, alternatives, transparency and evidence.
Do I need a technical AI background to deliver or attend this programme?
No. It is built for non-technical junior leaders, and no AI or data science background is needed or assumed. The Facilitator Guide and Training Design Document give you the structure and rationale to prepare from, so a confident facilitator can deliver it.
Can this AI questioning programme be delivered virtually?
Yes. A complete Virtual Delivery Guide is included, and the live vendor simulation capstone works particularly well online.
What exactly do I get in the How to Ask the Right Questions About AI trainer toolkit?
14 editable files: Training Design Document, Facilitator Guide, Slide Deck — Simple Backup, Slide Deck — Main, Virtual Delivery Guide, Participant Workbook, Pre-Work Material, Case Studies, Role-Play Scenario Pack, Quick Reference Cards, Assessment Instruments, Participant Feedback Form, Certificate Template, Marketing Toolkit. Word and PowerPoint formats, so you can add your own branding and examples — and a single ZIP to download everything at once.
How much does the How to Ask the Right Questions About AI toolkit cost?
₹2,999 including 18% GST for buyers in India, or $29 for buyers outside India. One-time payment, no subscription, with an automatic invoice.
How and when do I receive the files?
Immediately. Your download page opens the moment payment succeeds, and a permanent download link is emailed to you. The link works from any device without a password.
Can I deliver this programme to my clients and put my own logo on it?
Licensed to the buyer to deliver this programme to their own participants and clients, in person or online, and to adapt and brand the material. Reselling or redistributing the files is not permitted.