Calibration Agent
An intelligent hiring consultant that aligns recruiters and hiring managers on a clear, market-grounded search before sourcing begins.

Align on what’s realistic.
The Calibration Agent sits at the start of a search, where misalignment usually begins. It takes a rough job prompt and tests it against real hiring patterns and current market conditions. Recruiters and hiring managers align early on what’s realistic, what’s rare, and where tradeoffs exist, before sourcing starts and rewrites pile up.
Key outcomes.
1
Recruiters and hiring managers align in the first working session, not after candidates appear
2
Faster time to a first qualified slate by grounding requirements in current market reality
3
Fewer rewrites and reopened reqs because scope and tradeoffs are clear from the start
From
Ad hoc intake conversations
Keyword drift as the role gets debated
Multiple rewrites of the same req
Alignment only after candidates stall
A slow path to a first qualified slate
To
A structured intake with clear priorities
Scope grounded in current market reality
Agreed tradeoffs before sourcing begins
Alignment before candidates enter the funnel
A faster path to a qualified slate
How it works.
Agents in action.
Once the Calibration Agent sets a clear hiring scope, teams can move straight into execution. The Application Boost Agent runs personalized outreach against the agreed criteria, and that same context carries through Screening and Scheduling. Candidates are evaluated and move forward against the same shared definition of fit.


Get early access.
Be among the first teams to use the Calibration Agent. Join the design program to help shape how it evolves and put it to work in real hiring situations.