The Problem
This nonprofit had 20 staff doing incredible community work — but half their week was eaten by admin. Grant reports, donor thank-you letters, data consolidation across spreadsheets, meeting summaries. The kind of work that feels important but doesn't move the mission forward.
They'd heard about AI but assumed it was for tech companies with big budgets. They were wrong.
What We Did
Week 1: Discovery
We spent a week embedded with the team. Not in a boardroom — at their desks, watching how they actually worked. We mapped every workflow that involved repetitive text generation, data manipulation, or document processing.
The wins were obvious within two days.
Week 2: Implementation
We set up AI-assisted workflows for:
- Grant reporting — automated data pull from their project management tools, AI-drafted narrative sections, human review and approval
- Donor communications — personalized thank-you letters and updates generated from donation data
- Meeting documentation — AI transcription and summary generation for board and team meetings
- Data consolidation — automated weekly rollups from multiple spreadsheets into a single dashboard
We trained every team member hands-on, using their actual data and their actual workflows.
The Result
Within the first month:
- Grant report preparation went from 3 days to 3 hours
- Donor communications that used to take a full day now take 45 minutes
- The team reclaimed roughly 60% of their admin time
That's time back on mission. That's the point.