Merger arbitrage portfolio managers and event-driven hedge fund analysts use this agent to decompose the expected return of a deal into its probability-weighted components, estimate deal completion probability from market-implied spread, and compare it against an independent fundamental assessment. The agent is used when initiating a new deal position or after a material deal development.