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Bridge-program interviews are usually designed to test the same broad qualities consulting firms care about: problem solving, communication and motivation.
The exact format can vary by firm and year, so do not assume every program uses a full standard case interview.
You may see conversations about your background, structured problem solving, fit questions or abbreviated case-style exercises.
Prepare your PhD-to-consulting story and core case skills, then confirm the current format from the program instructions.