Talent Intelligence
Our central system for building safe and reliable AI in recruitment
Our Talent Intelligence turns foundation-layer data into fair, precise, accountable judgement, for companies and candidates alike
Judgement
Judged on its own. Explained in the open.
Search fans out.
One query dispatches several search angles at once, merged into a single ranked list. A brief gets read more than one way before anything is ranked.
Bounded by design.
Every match is judged against a fixed set of explicit criteria, never a vague blend. A requirement is not a checkbox: each one is weighed on its own, scored, and explained.
No free-form actions.
The system acts on what it finds, and every action it takes runs through a typed, schema-validated tool layer.
Foundation
What the system knows, and how it's built.
Refreshed, not imported.
Real candidate, company and job records, structured in layers that each update on their own cadence. Nothing rots waiting for someone to upload a list.
Corrected by the people in it.
The people a record describes are the ones who correct it. Candidates fix their own, and the fix wins on every future read.
One record, both sides.
The recruiter and the candidate read the same profile, one record across both sides of the hiring relationship. No copies drifting apart.
- Firmographics39M employers, with industry, headcount, and the most recent signals behind them.
- CandidatesOur private pool of candidates who confirmed their profile and told us what they want.
- WorkspaceYour company's knowledge base. Briefs, criteria, preferences, and past decisions.
- People900M profiles worldwide. One identity per person, corrected over time by public sources.
- Jobs400M historic roles, plus every job open right now.
Accountability
Nothing is lost. Everything can be checked.
Every call, logged.
Each AI call is recorded with the exact model behind it, its token count, and its cost. Every decision on either side becomes part of that permanent record.
Scoped, not trusted.
Every request is checked against your workspace on the server, never taken on faith from the browser.
Built to be replayed.
Evaluation records are versioned by brief and candidate, designed from the data model up to be reconstructed months later and hold up under scrutiny.
| BRIEF CREATED | 02 SEP |
|---|---|
| SEARCH RUN | 03 SEP |
| SCORE REVIEWED | 05 SEP |
| OUTREACH SENT | 08 SEP |
| HIRE CONFIRMED | 24 SEP |
| PROFILE CORRECTED | 04 SEP |
|---|---|
| MATCH VIEWED | 06 SEP |
| OUTREACH OPENED | 09 SEP |
| APPLICATION SUBMITTED | 11 SEP |
| OFFER ACCEPTED | 23 SEP |
| BRIEF CREATED | 02 SEP |
|---|---|
| SEARCH RUN | 03 SEP |
| SCORE REVIEWED | 05 SEP |
| OUTREACH SENT | 08 SEP |
| HIRE CONFIRMED | 24 SEP |
| PROFILE CORRECTED | 04 SEP |
|---|---|
| MATCH VIEWED | 06 SEP |
| OUTREACH OPENED | 09 SEP |
| APPLICATION SUBMITTED | 11 SEP |
| OFFER ACCEPTED | 23 SEP |
Built for compliance
Every request is scoped to your workspace on the server. Every AI call is logged with the model behind it. The data model was built around EU AI Act reproducibility requirements from the first schema.
Recruiting is human. Keep it that way.
Start free with $10 of usage, or see Staffer run one of your real open roles.