Every retained search firm is now describing its AI capabilities in client pitches. Most of it is true. Some of it is a liability that sponsors have not yet priced in.
The convergence problem
When every search firm uses the same AI tools to search the same sources, candidate slates converge. A deal partner running a parallel process with two firms sees the same names on both lists. The names are correct on paper. They are the outputs of the same algorithmic prioritization applied to the same data. What the process loses is the non-obvious candidate: the executive whose path to qualification requires pattern recognition built from hundreds of searches, not keyword matching. This is the capability gap that AI creates for firms that over-index on it. The executive who is qualified by adjacency, by a career arc that requires interpretation, by a relationship in a network that does not appear in PitchBook — that executive is invisible to a pure AI sourcing process.
The hallucination problem
AI-generated candidate write-ups are a specific emerging risk. These write-ups describe track records with confident precision: revenue figures, EBITDA outcomes, acquisition histories. Some of those figures are accurate. Some are extrapolations. Some are fabrications the model generated because the pattern fit. A deal partner reading an AI-generated write-up cannot tell which is which without independent verification. Every Falcon write-up is researched, verified, and signed off by the human who recruited and interviewed the candidate. We are accountable for every figure in that document.
Where AI earns its place
Transaction mapping. Candidate universe construction across adjacencies and analogs. Pattern analysis on placement data to surface what profiles place and what predicts PE success in a specific function and sector. These are tasks where AI creates genuine leverage and no meaningful risk. A firm that uses AI well for these tasks can build a more complete sourcing universe faster than any manual process. That is exactly how Falcon uses AI — to widen the universe, never to replace the judgment applied to it.
The practical test
Ask any search firm you are evaluating two questions: who writes the candidate write-ups, and how do you verify the track record claims in them? The answers will tell you how seriously they take the distinction between AI as a productivity tool and AI as a replacement for judgment. The firms excessively replacing human judgment with AI agents will let clients down in vetting quality and thoroughness. That is not a productivity story. It is a liability — and it is one of the structural reasons Falcon is different.