How to evaluate AI sourcing tools beyond database size
The largest database is only a starting point. Build a trial around evidence quality, useful coverage, reviewer effort, and the work your team needs done.
KEEP EXPLORING
All stories →More from the publication
Sourcing
Building a better search brief for an AI agent
Turn a list of requirements into a research assignment. Specify outcomes, acceptable evidence, open questions, and the point where an agent should stop.
AI Agents
Connecting recruiting agents to an ATS
An ATS connection is a set of permissions and data decisions. Start with a clear contract for reading, proposing changes, and handling failures.
Sourcing
Measuring candidate quality instead of counting profiles
Profile volume is an output metric. A more useful sourcing review asks what the evidence supports, what remains unknown, and which next steps it enables.