Prophecy AI Structured Finance Demo: From Tape Cracking to Analysis In Minutes

Stop spending days on manual tape work. This demo shows how Prophecy AI handles the full structured finance workflow, from raw tape ingestion and field mapping to collateral analysis, peer comparison, and automated monthly surveillance. What you'll see: ✅ Upload a raw tape and auto-map it to your standard data model (auto ABS) with AI-generated confidence scores and reasoning for every field ✅ Review and correct low-confidence mappings on a visual canvas; the AI learns from each fix for future tapes ✅ Run stratification analysis on a $2B pool, including FICO cuts and geographic distribution ✅ Compare your tape against 2025 auto ABS peers ✅ Set up ongoing surveillance so dashboards update automatically as new tape data arrives Built for sell-side and buy-side teams that need days of work done in minutes, with audit trails that hold up under Reg AB, rating agency, and SOX review. Prophecy is for structured finance analysts, portfolio managers, and deal teams who are tired of stitching together multiple tools and waiting on manual data work. Learn more: https://www.prophecy.ai/structured-finance?utm_source=youtube&utm_content=structured_finance_demo Chapters: 0:00 Intro: The structured finance data problem 0:22 What Prophecy does 0:33 Upload and inspect a raw tape 0:40 Map to your standard data model with AI 1:17 Review confidence scores and fix mappings 1:50 Run stratification analysis 2:24 Ad hoc data cuts (FICO filter) 2:48 Peer comparison across 2025 auto ABS tapes 3:19 Set up automated monthly surveillance 3:29 Wrap-up