Pool 01BDC & SEC FILINGS4 tournaments / BDC / Holdings / Footnotes
CMD+RVL FOUNDRY
For financial analysts
One document is chat.
The whole corpus is a tournament.
Claude can answer one document. Foundry takes that same question, runs it across all the documents, and turns the answers into a dataset with proof.
Foundry is not a better way to rip one document. It is a way to keep doing it across all of them.
Live tournament stageRepresentative data. Public names withheld.
Pool 02CMBS FINANCIALS4 tournaments / CMBS / Financials / Commentary
Pool 03LEASE & APPRAISAL DOCS3 tournaments / Lease / Appraisal / Terms
3tenant pools
11live tournaments
1running now
2xlsx ready
Tournament running nowFootnotes428 docs / proof attached
Start with one analyst question such as holdings, footnotes, rates, or lease terms.
Use models to help build and improve routes, not to answer every row on every run.
The winning route runs across the corpus, works in zero-retention environments, and keeps cost and latency down.
Why not just chat?Chat works on one file.
Chat works on one file.
Analysts need the answer across all of them.
01
A single-document answer is useful, but it is still a one-off.
02
Re-asking a model on every file is slower, more expensive, and harder to trust at scale.
03
A tournament builds a reusable route so the answers can land in a dataset and compound over time.
How it worksOne question.
One question.
One tournament.
One compounding dataset.
Ask onceChoose the question
Pick one answer you want back from the corpus: holdings, footnotes, rate terms, lease terms, or another document-bound field.
Run the tournamentModels help build routes
Several routes try to answer that same question across the same private corpus without forcing a model to do all the work every time.
Keep the winnerSave result and proof
The winning result lands with its status, its proof, and a route you can run again.
Let it compoundOld and new files
Once the route is good, run it across older files, keep using it on new files, and keep building the dataset.
Questions analysts askStart with one question.
Start with one question.
End with a dataset.
What are the current holdings?
Run a tournament over filings and schedules to surface row-level holdings.
Which rows have footnotes?
Attach footnote markers to the exact rows analysts care about.
What is the rate and spread?
Break debt rows into reference rate, spread, floor, and coupon.
What are the lease terms?
Pull term, rent, escalators, and allowances from lease documents.
Live proof
See the same question running across a corpus.
Anonymized tournament registerOpen tenant view
TournamentQuestionStatusUpdatedExport
BDC HoldingsHoldingsready2h agoXLSX
BDC Footnote MarkersFootnotesrunning4m ago—
BDC Rate ComponentsRate Termsneeds review1d ago—
BDC Obligation StateStateready6h agoXLSX
Current specimen
Document setSEC 10-Q / SOI inline markers
Docs428
Fields2,107
Last run2026-03-13 17:58 UTC