The five platform pillars

Platform

Nine domains, shared intelligence, domain events, and MCP — the foundation for shipping new products without new backends.

Companies, jobs, candidates, applications, interviews, placements, matching, and more. Products compose domains; they don't own them.

Skill extraction, seniority, embeddings, match scores. Shared across every product inside your tenant.

Every important change emits a signed event. Subscribe via webhooks. Retried up to 24 hours, idempotent.

Every resource is scoped by tenant_id. Roles and scopes give fine-grained access control.

One MCP server per domain. Agents discover, validate, and audit through tools.

Domains

The nine first-class domains of the platform.

Employers, customers, and the organizations behind every job.

Open roles, postings, and the requirements behind them.

People — their experience, skills, and trajectory.

The humans (and agents) doing the hiring.

Partner agencies, their pools, and submissions.

A candidate applying to a job — the connecting record.

Scheduled conversations between candidates and the team.

A successful hire — the outcome that matters.

Scores, similars, and the ranked shortlists.