What We Built

A complete ABF deal analysis platform, built from scratch for a European structured credit investor. Six modules. From document extraction to IC-ready reporting.

The Challenge

Three Days to Screen a Single Deal

A small European structured credit team reviewing ABF deals. Every new offering circular meant hours of manual extraction, keying data into spreadsheets, and building models from scratch. The team could handle volume or accuracy, but not both.

What We Built

Outcomes

Measurable Results

10 min

Document to structured data

A 179-page offering circular processed end to end. Extraction that previously took an analyst one to three days.

100+

Fields extracted per deal

Structural parameters, tranche details, waterfall priorities, fee mechanics, pool characteristics, and swap terms. All cross-verified against multiple document locations.

100%

Source traceability

Every data point traced to its source document and page. Assumptions flagged explicitly. Nothing silently filled in.

See the full technical walkthrough in our Mercedes-Benz ABS cashflow modeling deep dive.

Framework

Build, Buy, or Bespoke: a scored diagnostic

Six questions. One score. One default posture per workflow.

Open the Framework Interactive diagnostic • PDF export • A4 print-ready

Want Something Like This?

Tell us about your deal workflows and we will show you what is possible.

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