Calibration Agent

A data-driven consultant that aligns with hiring managers beyond a cut-and-paste job description.

What is it?

The Calibration Agent acts as an intelligent hiring consultant built directly into your workflow. It interprets your job prompt, benchmarks it against live labor-market data, and aligns you on a refined, achievable search scope backed by transparent reasoning. Recruiters and hiring managers reach alignment in minutes, avoiding rewrites and mismatched expectations that slow searches down.

Key outcomes

Faster alignment between hiring managers and recruiters in the first working session
Reduced time-to-first qualified candidate by calibrating requirements to live market data
Fewer req rewrites and reopen cycles through explainable scope and constraints
Higher candidate quality grounded in expert-labeled 3D data, Success Signals, and Relationship Signals
FROM
Ad hoc intake
Keyword drift
Endless rewrites
Aligning only after multiple candidate rounds
Slow first qualified slate
TO
Structured discovery
Market-benchmarked scope
Explainable rationale
Instant alignment
Faster qualified slates

How it works

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Start with a prompt

Describe your ideal candidate or role.
lightbulb

Agent calibrates

It benchmarks your requirements against Findem’s 3D data and Success Signals.
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Delivers refined scope

Receive a precise, explainable candidate profile and launch-ready search criteria everyone agrees on.

Works with

Once the Calibration Agent aligns with you on what the ideal candidate looks like, activate the Application Boost Agent to run personalized outreach and drive completed applications. Results flow downstream to Screening, Assessment, and Scheduling Agents for faster, higher-quality hiring outcomes.
Get early access
Be among the first to deploy the Calibration Agent. Join the design program to help shape the roadmap and accelerate outcome-driven recruiting.

Contact us to learn more about our design program

If you are a recruting agency, please use the contact us form to make your request