We have run several searches through The Cognitive where the best candidates did not have the obvious titles. That is where it earns its place. It works from the shape of someone's experience rather than whether their profile contains the exact words we started with.<br><br>Greenhouse is good at tracking people who already applied and no use for finding anyone outside that. Sourcing tools that work off keywords just do the same thing faster. This actually reaches sideways.<br>As a recruiter that is what I notice. I still know the market and I still read every profile. I am just not spending an afternoon on five keyword combinations to reach the same pool.

The quality of the AI-driven sourcing has been impressive. It identifies profiles matching our technical requirements more accurately than other candidate sourcing software we have tried. The data enrichment gives a very clear picture of a candidate's background, including contact details and previous project history, which makes the initial outreach much more personalised. We also lean on the scheduling tool to move sourced leads into a first interview round. For technical sourcing, where the right person rarely has the predictable job title, this is where it earns its place.

The scouting has been the most interesting part over time. At first we treated it as another sourcing tool. After using it across a few roles and reacting to what it surfaced, the results started landing much closer to what we would have picked ourselves. It is especially useful when the ideal candidate is not one exact title. We reject someone who technically matches but is wrong, lean into a less obvious profile we like, and the next set reflects that. Practically it means I am not writing and rewriting a Boolean search string for every variation of a role. I express what I want by choosing candidates instead, which is closer to how this actually works in my head.