Anyone can ask an AI to act like a case interviewer. Knowing what one actually does took 20+ years industry experience, 8+ years coaching candidates and 2,000+ after-interview debriefs.
Make no mistake: this is not one interviewer with eleven settings. Each firm was built on its own — its pushback, its pace, what it rewards and what it won't forgive.
One free half-length case · No card details needed
Pick one firm, one topic, one level, one case type.
Train against the firm you're actually facing
Everywhere else you talk your thinking into a text box. Here you build it — with the two tools you'd actually reach for in the room. No other AI interviewer has either.
Dr CAi
Each firm is researched and calibrated individually — its format, its warmth, its signature probes, what it actually rewards. Not one interviewer wearing eleven name badges.
Interviewer-led
Cold, clipped, relentless. Controls the case, drills your exhaustiveness, and never lets a vague answer pass.
"What else?"
Interviewer-led
Warm in the room, commercial to the core. Builds rapport — then wants the "so what" for the client, every time.
"And what does that mean for the client?"
Candidate-led
Direct and exacting, rooted in financial services. You drive the case — and the numbers had better be precise.
"Walk me through that calculation again."
Plus BCG, Accenture, Deloitte, EY-Parthenon, KPMG, Kearney, PwC Strategy& and Portas —
each with its own interview format, tone, and scoring emphasis.
Most AI interviewers learn from public case books. Dr CAi is built from eight years coaching candidates into these firms — and 2,000+ debriefs taken as they walked out of the real thing.
Coaching candidates into McKinsey, BCG, Oliver Wyman and more — and training interviewers to run the other side.
Captured after each real interview — the format, the tone, how hard they pushed, what they were really testing for.
We used to pass one candidate's debrief forward by hand. Dr CAi does it at scale — each firm behaves like the real one, not a bot in a name badge.
A Partner case is not an Analyst case with bigger numbers. Different ambiguity, different register, and a different answer required to clear the bar. We don't change the numbers. We change the interviewer.
Choose the difficulty level
You are judged against the bar for the level you picked — not a generic one.
Most AI tools praise everything you say. Dr CAi scores you the way the firm would — and tells you where you'd actually have landed.
Against McKinsey's bar at Associate level: a likely second-round callback, not a clear offer.Solid
Work on
You presented the framework, then waited — at McKinsey, drive to the next question before being asked.
1 hint usedConfigure your case interview below, then click start when you're ready
1Choose your target firm
2Choose the case topic
3Choose the difficulty level
4Choose the case type
Mohammed opened with the right three questions for a market-entry case and tailored each to Meridian rather than reaching for a template — a genuinely strong start. Where Mohammed lost ground was commitment: the framework mapped the space cleanly but never led with a hypothesis or said which bucket actually decides the case. At Associate, that judgment — knowing where to drive — is the difference between a callback and an offer.
Auto-plays on scroll · use the arrows or the steps above to drive it yourself
Your first case is on us — no card, no commitment. Feel the pushback, then decide.
Hear a real brief, build your framework live in the Structure Tool, and hold up under Dr CAi's pushback — calibrated to the firm you're actually facing.
Takes a minute to set up
Interviews from £8 each, or a monthly plan with Pro. Full options in your account — nothing to choose now.
General models praise a weak framework as warmly as a strong one, and they don't know how McKinsey differs from Kearney. Case Interview Labs runs a firm-calibrated interview engine: each firm's format, tone, and scoring emphasis is individually researched, your framework is built live in the Structure Tool, and your score is judged against that firm's bar at your chosen level — honestly.
Both. Dr CAi speaks every turn out loud; you can answer by voice or keyboard, whichever feels closer to your real interview.
A half-length case: you hear the full brief, build and present your framework, and get Dr CAi's genuine reaction to it. One taster per account — after that, interviews use credits.
The taster is half a case, one per account, for two reasons — it keeps the free offer sustainable, and it stops people gaming it with repeat sign-ups. You still get the real thing: the full brief, your framework built live, and Dr CAi reacting to your thinking as you go. After the taster, interviews run on credits.
Pay-as-you-go credits never expire. Pro Monthly includes 10 interviews each month, resetting on your billing date.
Five: Co-op, Analyst, Associate, Manager, and Partner. Each level changes the case's complexity, ambiguity, and the strictness of the bar you're judged against.
One free half-length case. No card details needed.
Try a free case