AI & Tools·11 min read
Why generic AI fails at grant writing — and what we learned building a specialized one.
A grant proposal isn't a document. It's a translation problem — converting the work an organization actually does into the language a specific funder uses to evaluate it.
Trevor James · April 24, 2026
What we owe grantmakers .
Philosophy·9 min read
Foundations are not the enemy. They are the infrastructure.
Nonprofit-tech often treats foundations as adversaries — a friction layer to be optimized around. That framing is wrong on the merits and operationally counterproductive.
Trevor James · April 17, 2026
Notes from 27 design partners .
Field Reports·13 min read
The five questions every development director asked us — and what their answers revealed.
Before we wrote a line of production code, we sat down with 27 development directors at HBCU-adjacent nonprofits across the Southeast.
Trevor James · April 10, 2026
Practice·8 min read
A practical framework for scoping a foundation grant in three weeks, not three months.
Most foundation grant timelines slip because the early scoping work is invisible. A simple framework — origin, alignment, ask, plan — collapses three months into three weeks.
Trevor James · April 3, 2026
Philosophy·12 min read
Theory of change is the most misused phrase in the nonprofit world.
Most 'theories of change' submitted to funders are descriptions of activities, not theories. The distinction is the difference between asking funders to trust you and asking them to evaluate you.
Trevor James · March 27, 2026
Company·7 min read
Why we're building Mavenly in public — and what that actually means.
'Building in public' is overused. For us it means specific things — sharing roadmaps with customers, publishing security posture before we have to.
Trevor James · March 20, 2026
Practice·10 min read
Why renewal grants are easier to win — and harder to use well.
Renewal grants have ~3× the conversion rate of new ones. But the same characteristics that make them easier to win also make them seductive.
Trevor James · March 13, 2026
AI & Tools·9 min read
There are sections of a grant application AI should not write. Here's how we decide.
Compose can draft anything. That doesn't mean it should. Some sections — particularly community context and lived-experience narratives — are areas where AI introduces more risk than benefit.
Trevor James · March 6, 2026
Inside the HBCU portfolio.
Field Reports·15 min read
A year inside the HBCU Endowment Fund's grant pipeline — what we saw, and what changed.
For 12 months, we shadowed the HBCU Endowment Fund's grant operations. Eighteen funders, $4.2M raised, 73% conversion on submitted applications.
Trevor James · February 27, 2026
Practice·11 min read
How to write a budget narrative that actually justifies the budget.
Most budget narratives describe what the money is for. The good ones explain why each line item is the right shape — why this many staff, this much overhead.
Trevor James · February 20, 2026
Practice·6 min read
When to decline a grant — and how to do it without burning the relationship.
Most nonprofits accept every grant offered. That's how they end up running programs that don't fit their mission. There are good reasons to decline.
Trevor James · February 13, 2026