Qualify
Apply a consistent scoring rubric to specialty, career stage, practice structure and location.
Purpose-built outreach intelligence
A controlled workflow that qualifies opportunities, drafts relevant outreach, and keeps a human in charge of every decision.
High-priority opportunity
Complex income structure and a clear career-stage trigger.
Specific, concise and ready for a human review.
One deliberate workflow
The model does the narrow work it is good at. Deterministic controls handle everything else.
Apply a consistent scoring rubric to specialty, career stage, practice structure and location.
Draft a short, specific opening that reflects the prospect's professional context.
Validate structure, screen language and stop at a human review gate before any outreach.
Designed for confidence
Every record has provenance. Every model response is validated. Every draft is screened. Nothing leaves the system without a person choosing what happens next.
Explore the dashboard →Hard batch limits contain spend and execution risk.
Strict output schemas reject malformed model responses.
Language screening flags advice, guarantees and pressure.
Human approval remains a technical gate, not a promise.
Live working prototype