Board packets shouldn't take three days to produce.

The result is that boards receive raw data rather than interpreted insight. A board member looks at a budget vs. actuals table and sees that the housing program is at 73% of budget with 60% of the year elapsed — but without narrative context explaining whether that's a timing issue (grant payment arrived late), a capacity issue (fewer clients served than projected), or a concern (costs higher than expected). The data exists but the interpretation doesn't, because no one had time to write it.

The technology solution is well-suited to AI assistance: pull the prior month's financials from QuickBooks Online, run budget vs. actuals calculations, identify variances above a threshold, and pass those variances to Claude to generate a plain-language narrative explaining what happened. The ED reviews and edits the draft rather than writing from scratch. The final packet generates as a PDF and goes out automatically. The build is 4–6 weeks for the financial data layer plus 1–2 more weeks for the AI narrative component.

• —1–3 days of senior staff time consumed by each board packet
• —Boards receive data without narrative context or variance explanations
• —Numbers pulled manually from accounting system and assembled in spreadsheets
• —Multi-year grants create budget vs. actuals distortions that need explanation
• —PDF formatting and distribution done manually — hours before the meeting