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A pre-seed founder and a Series A founder need entirely different conversations. The system had to intelligently adapt its question sets based on each founder's stage, not run everyone through the same script.
Founders are smart people who can tell when they are talking to a machine going through motions. If the experience felt robotic or impersonal, they would disengage, and the data would be shallow and unreliable.
The whole value of automation disappears if someone still has to write up a summary after every call. The system needed to produce a clean, structured debrief covering fundraising details, traction, and stage-specific insights, without a human touching it.
Founders are busy. Sessions get paused, calls drop, schedules change. The platform needed to hold full context and let any interview resume without losing a single thread
We designed Pitch Fabrice around a supervisor AI that thinks of itself as a director of specialists. When a founder enters a session, the supervisor reads their context and routes them to the right specialist agent, one built specifically for their stage: Early, Growth, Confirmation, or Pitch Deck Analysis.
Each agent knows exactly what questions matter at that stage and how to probe deeper when an answer needs more clarity.
Before the first word is spoken, founders upload their pitch deck. The system extracts it using vision AI, reads it, and pre-fills what it already knows so the interview can skip the basics and spend time where it counts.
After the session, the platform writes the debrief automatically, a structured report covering company summary, fundraising instrument, traction data, and insights, ready for the investment team with no editing required. Every session is saved in full in MongoDB, so a founder who needs to pause and return picks up in mid-sentence.
Founders have a genuine voice conversation with an AI agent that listens well, asks follow-up questions naturally, and covers all the ground the investment team needs.
A supervisor AI routes each founder to the right specialist agent based on their startup stage, ensuring every interview is relevant, focused, and appropriately deep.
Founders upload their deck before the interview. The system reads it using vision AI, extracts the key facts, and enters the conversation already informed.
Every session ends with a complete, structured report covering company summary, fundraising classification, traction data, and stage-specific insights, generated without any manual input.
Full session state is stored in MongoDB with complete context replay. Founders can pause, step away, and return to exactly where they left off, with nothing lost.
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