AI with Michal
Recruiting Systems Build · 2 weeks

Candidate Enrichment System

Turn thin LinkedIn snapshots into shortlist-ready candidate profiles — automatically, at sourcing scale.

  • Every sourced profile auto-enriched within minutes
  • Defensible signal columns (recency, fit, red flags) inside your existing sheet or ATS
  • Repeatable pipeline that your team can run without you
  • Documented prompts and runbooks so the system survives staff churn

Starting at €2,500 · 2 weeks

Request this build

Scope

What we build

In scope

  • Workflow design tailored to one or two specific roles you currently hire
  • Integration with your current sourcing stack (LinkedIn export / Apollo / Phantombuster / a CSV)
  • Claude-driven enrichment prompts (technical depth, seniority, role fit, red flags)
  • A working Google Sheet (or Notion/Airtable) where new rows enrich themselves on insert
  • 1:1 handoff with your sourcing lead + recorded loom walkthrough

Out of scope (separate engagement)

  • ATS write-back integration (we recommend Recruiting Automation Sprint for that)
  • Multi-tenant deployment across separate business units
  • Custom UI dashboard (see Recruiting Dashboard System)

Deliverables

What you get

  • Enrichment pipeline

    Google Sheet or Notion/Airtable database that auto-enriches new rows via a webhook or scheduled run.

  • Prompt library

    5–8 prompts tuned to your roles, with worked examples and edit-points called out.

  • Runbook

    PDF + loom walkthrough — how to operate the system without my involvement.

  • Two-week support window

    Async fixes, prompt tweaks, and one live working session after handoff.

Is this the right fit?

Best fit when you're sourcing 50+ profiles per role and spending too much manual time triaging.
Less of a fit for teams hiring 1–2 roles per quarter — for those, a workflow inside AI Sourcing Lab
will do.

Ready to start

Request a Candidate Enrichment System

Tell us the outcome and the constraints. Two-business-day response. If it isn’t a fit, we’ll say so and recommend the better path.

More from the catalog

Other builds