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Mortgage · Recruiting
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Cutting Vetting Time from 60 Minutes to 6
Time saved
TBD
Consistency
TBD
Impact
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Request the private appendix for architecture, eval harness, and governance details.
Client
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The Challenge
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The Goal
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The Solution: Eval-first, three-phase pipeline
Phase 1 – Proprietary Profile (Deterministic Layer)
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Phase 2 – Vector Librarian Check (Web Presence & Psychographics)
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Phase 3 – Branded & Compliant Outreach Loop
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Results
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Where this pattern applies
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Where to Explore
If you want the short version, start with a Tiny Seed. If you want receipts, browse the case studies. If you want the thinking, read the Field Papers—where we document patterns for getting data and workflows into a shape AI can actually use.
