Where human review belongs in an automated sourcing workflow
Review is most useful where it can change a decision. Map the handoffs between a sourcing brief, candidate evidence, outreach, and the ATS.
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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.
Tools & Reviews
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.