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Acquisition Match Scorer Demo

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Dissertation Demo

Acquisition Match Scorer

Italian SME M&A Post-Acquisition Performance Predictor

An AI-powered dissertation prototype that scores a target firm against candidate acquirers across ROA, TURN, and ROS, then ranks the most promising acquisition matches.

Model Architecture

Layered Recommendation Pipeline

Click any stage in the figure to see how the dissertation prototype moves from raw transaction data to ranked acquisition recommendations.

Input layer
Processing layer
Model layer
Output layer

Model Scenario

Pre-fill the form with a real deal from the database

Target Company

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