seSara ElShriefContact

How I operate

4 Systems I Bring to the team.

Tap a framework to see how it works in practice.

01Framework

AI Recruiting Ecosystem

Make AI actually stick — from first pilot to default workflow.

  • 01Diagnose where AI can remove real friction, not just add novelty
  • 02Build the infrastructure: automation, intelligent screening, signal-based matching
  • 03Drive adoption through behavior change, not mandate — show people how it elevates their work
  • 04Measure the shift: 7.6% → 42.4% AI adoption at Meta in 4 months, 20% reduction in time-to-hire
  • 05Lock it in as default workflow so it scales beyond any single initiative
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