Blog
Insights on fund operations, AI agents, and the back-office work nobody talks about.
Measure Your DDQ Reuse Rate Before Your Next Fundraise
Every fund believes its DDQs overlap. Almost none have measured it. Here's the 30-minute exercise that tells you what your answer library is actually worth — and where it's empty.
DDQ Speed Doesn't Come From a Bigger Model. It Comes From Your Last DDQ.
Most of a new DDQ is questions your fund has already answered. The compounding asset is a knowledge base of approved, cited answers — not a smarter chatbot. Start with your hardest questionnaire, free.
Juniper Square Says Your Financials Need 150+ Checks. They're Right. Now What?
Fay validated the category: AI reasons, math runs in code, evals catch drift. The question for a sub-$1B fund is different — who does the work the checker checks?
The K-1 That Doesn't Tie: Three Structural Reasons (None of Them Are Math)
Extended K-1s go out September 15. When a K-1 won't reconcile to the partner capital account, the cause is almost never arithmetic — it's allocation timing, a mid-year transfer, or bundling. Here's the checklist.
From Form ADV to a working dashboard in under 60 seconds
Most fund ops tools open with a 14-tab onboarding form. We replaced ours with a single field — your firm name — and let the SEC fill in the rest.
Why DDQ Responses Still Take 1–2 Weeks (And How to Fix It)
Most fund managers spend 40+ hours per quarter on DDQs. 80% of the questions are the same. Here's why it still takes so long and what you can do about it.