Finpilot indexes the document estate an investment team already owns — manager reports, due diligence files, internal memos, meeting notes — and answers questions against it. For allocators, the bottleneck is rarely a lack of information; it is that the answer sits in a PDF nobody remembers receiving two quarters ago.
Because the corpus is internal, answers can carry citations back to the source document, which is what makes the output usable in an investment committee setting. The workflow claim is acceleration of existing processes rather than replacement of analyst judgement, a framing that suits the compliance posture of the buyer.
Prospective buyers should focus diligence on data isolation, retention and whether documents are used for model training — the standard questions for any tool ingesting confidential manager material. Pricing is quoted per firm.
