If you applied in Round 1, interview invitations are about to start landing. If yours has arrived, congratulations — this is where the real work begins.
One thing worth knowing first: schools send invitations in two different ways. Some are rolling, going out in batches over several weeks from early October. Others are fixed, notifying every candidate by a published date in late October or early November. This season, for instance, Wharton has named October 28 and Columbia November 2.
Which means: an invitation that has not arrived yet is not a rejection. From mid-October through early November, assume it is still in play. Decisions themselves land in December at most schools.
From invitation to interview you have roughly two to three weeks. How you spend them decides the outcome.
This piece is only about what to actually practise, and how. There are only three things.
1. Start by re-reading the resume and essays you submitted
The first move is not to add new preparation. It is to remember precisely what you sent.
Once you have applied to several schools, it gets genuinely hard to recall which essay went where. School A got the story about your last project, School B got a different angle on it, and your resume was tweaked slightly for each. It all felt unforgettable while you were writing. Weeks after submitting, it is remarkably blurry.
Your interviewer will ask questions having read what you wrote (some schools do not read it — more on that assumption later). Walking in without a clear memory of your own application is a risk in itself.
Collect every submitted PDF in one place and keep it within reach.
One folder per school works well: resume, essays, the material you gave your recommenders, the short career-goal statements you typed into the application form — everything you actually submitted. The file you open right before the interview should be this folder, not a list of model answers.
Re-read actively, not passively: for each paragraph, ask yourself what you would say if they asked about it. Word limits forced you to cut context out of every essay story. In the interview, you supply that cut context out loud.
Check your numbers especially closely. How many people were on the team you led, how many months the project ran, how much you actually moved. Misquoting a figure you put in your own essay shakes the credibility of the whole story. The facts most likely to be questioned are the ones you wrote yourself.

2. Use an AI voice mode to say your answers out loud, every day
Having an answer assembled in your head and having it come out of your mouth under pressure are two entirely different things.
The perfect answer you drafted will not flow nearly as well as you expect. Sentences that looked logical on the page run too long when spoken, the connectors stop arriving, and halfway through you lose track of where you were going. This is not an English problem. Your mouth simply has not done it yet.
This is where an AI voice conversation mode — ChatGPT's, for example — earns its place. It never has a scheduling conflict, it works at midnight or at six in the morning, and it will do it again as many times as you want. Assign it a role ("interview me as an MBA admissions officer") and answer out loud. Make it a daily habit.
And time yourself. This matters more than anything else.
Most people who lose an interview lose it on length, not on substance. Start with the standard questions and simply check whether you land inside the target.
- Walk me through your resume — 60–90 seconds
- Why MBA / Why now — about 60 seconds
- Why this school — 60–90 seconds
- Behavioural questions (tell me about a time when…) — about 90 seconds
Walk me through your resume is almost certainly the opening question. Spend five minutes on it and you have burned your interviewer's attention before the conversation starts. Fitting it into 60–90 seconds forces you to decide which turning points survive and which get dropped — and that editing is exactly what sharpens your story.
Say Why this school out loud too. You will feel ready in your head, and then notice that no specific names come out.
Do not memorise answers word for word. Replaying a memorised paragraph means one missing word can stop the whole thing. Fix only the skeleton: conclusion first, then the concrete example, then how it connects to now. With that order settled, the wording can differ every time — in fact it should. It sounds like thinking rather than reciting.
Once a week, record yourself and listen back. You will find habits you cannot hear while speaking: every answer opening with "So…", single sentences running thirty seconds, endings trailing off. Most of what needs fixing, you can catch before anyone else points it out.
3. Even so, practice with people is not optional
AI practice is how you get volume. It is not enough on its own. Book mock interviews with a consultant, more than once.
If you can, use a second consultant as well. Practise only with one person and you optimise for their question habits and their scoring instincts. You do not know who will interview you. Feedback from a different reader is how you test whether your answers land for anyone.
Ask for feedback on substance and delivery separately. Was the content of the answer weak, or did good content fail to come across? The first is fixable as an extension of your essays; the second closes only with repetition. Knowing which one you are dealing with tells you where the remaining days should go.
One thing to hold on to in live practice: have a conversation.
Firing a memorised answer back at every question is a trap that gets easier to fall into the more you rehearse. An interview is not a rally, it is a game of catch. Watch the interviewer's nods and expression, expand slightly on what they showed interest in, answer the intent behind the question, and hand the conversation back when you are done. Whether that exchange happens changes the answer to "would I want to spend two years with this person?" more than anything else.
And one more thing. Do not worry about your accent.
There is no need to aim for a native-sounding accent. An MBA classroom is a room full of accents from everywhere, and your interviewer is used to it. What to aim for is not polish but these two things.
Be clear above all. Short sentences, conclusion first. There is no need for difficult vocabulary.
Do not panic when you are asked to repeat yourself. It will happen. They may not catch what you said and come back with "Sorry, could you say that again?", or you may not catch their question. Not freezing — calmly saying it again, or asking them to repeat it — is valued more highly than the English itself.

Re-read, speak out loud, talk to people. Cycling through those three changes how finished your interview feels. The second one especially works at fifteen minutes a day. Whether you can keep it up across the two or three weeks between invitation and interview is the difference.
Use Gradigo to manage the tasks in between. Work backwards from your invitation date and build the practice schedule from there.