Prospekto
FeaturedBespoke AI systems for structured finance deal teams
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Prospekto builds bespoke AI systems for structured finance and private credit deal teams. Every system targets the same gap: the space between a PDF landing on an analyst's desk and structured data entering their workflow.
The technical approach separates reading from calculating. A language model reads the offering circular, identifies structural parameters (tranche details, waterfall priorities, fee mechanics, pool characteristics, swap terms), and cross-verifies data against multiple locations in the document. Deterministic tools handle all computation. No LLM does arithmetic. Every data point traces to a page in the source document.
Core services include document intelligence (100+ fields extracted per offering circular with page-level citations), cashflow modeling (raw PDF to complete waterfall model with deterministic computation), workflow automation (automated reporting and data feeds into existing Excel and Intex workflows), and custom builds for specific deal workflows. Built for European CLO, ABS, RMBS, CMBS, and private ABF structures. Works alongside Intex, Bloomberg, and existing deal team tools.
Features
- + Document Intelligence: 100+ fields extracted from offering circulars with page-level citations and cross-verification
- + Cashflow Modeling: PDF to complete waterfall model with deterministic computation, no LLM arithmetic
- + Workflow Automation: Automated reporting and data feeds into existing Excel and Intex workflows
- + Custom Builds: Bespoke AI systems scoped to specific structured finance deal workflows
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