Five subjects. One beat.
Reporters, producers, and event organizers use this page to route requests. Every quote, essay, and talk I give falls under one of the five topics below. If your story sits inside this beat, I am an on-record source.
- Topic
Draw fraud in construction & rehab lending
How fabricated progress, recycled photos, and inflated invoices slip past manual draw review — and the verification controls that catch them.
- Topic
Photo & video verification for collateral
Metadata, geolocation, recapture detection, and forensic signals that turn borrower-submitted media into evidence a lender can underwrite against.
- Topic
Document fraud in private lending
PDF tampering, AI-generated bank statements, cross-document inconsistencies, and the document intelligence stack lenders need next.
- Topic
AI-generated fraud: synthetic borrowers & deepfake collateral
Why generative models broke the assumptions private lenders relied on — and what detection, attestation, and audit trails should look like now.
- Topic
Private lending operations playbook
Underwriting, draw admin, audit trails, and LOS integration patterns for small and mid-market private lenders that want to scale without scaling fraud.