Chinese American Service League · Internal Tool
Major Gifts Studio · For CASL Advancement

Patron.

The difference between output and correspondence.

Patron researches the prospect, frames the strategy, and drafts in CASL's voice. It shows the reasoning and the letter together, with a coded check of anything that would stop it sending: an invented number, an unverified fact, a missing citation, a machine tell. Codified craft, not generic AI.

From a name to a checked, send-ready letter.

What Patron shows you: the brief, the letter beside it, and a short list of anything that blocks sending. Heavier diagnostics stay in a drawer.

The brief

The dossier, the strategy, and the keystone: the one fact true of this donor alone. You read the letter against it.

The letter

In CASL's voice, every donor claim cited to the dossier. A discovery check rewrites any line that isn't both unexpected and true.

The send-check

One verdict, hold or clear, on what stops a letter: placeholder text, a broken citation, an unverified fact, an off-scale ask.

The diagnostics

The ten craft passes, the donor simulation, and the vital-signs charts. To consult, never the product.

Catching what makes a letter unsendable.

A draft is easy. The seam a fundraiser spots in two seconds is the hard part. Deterministic checks, not tone scoring.

The premise check

Tests the purpose against the verified facts before drafting. Name a wing the plan doesn't list, and it flags that first.

The figure guard

Any number that traces to no source in the dossier or your inputs holds the letter. This catches an invented statistic.

Citation integrity

No leftover scaffolding, no empty fields, no citation dropped by an edit.

The org-fact guard

A CASL fact outside the verified set, an unconfirmed wing, a superlative, holds the letter until a person clears it. Enforced in code.

The AI-tells scan

Em dashes, the antithesis button, stock flourishes. A regex scan. A stray em dash holds the letter on its own.

Coherence

An unresolved source conflict, or an ask out of scale with the campaign. The numbers and the sources have to agree.

Edits that don't quietly make it worse.

Accept changes and rebuild, and Patron re-scores the whole letter, showing what improved and what got worse before you send.

Re-measured, both ways

Donor focus, concreteness, hedges, and tells, scored before and after every rebuild. A change that makes it worse is visible before you send.

Editors bound like the writer

Every rewrite pass obeys the writer's fact rules, so a later edit can't slip in a number the draft was forbidden to invent.

Not another generic AI fundraising tool.

Most AI tools for fundraising train on what already exists on the open web. Patron trains on the practitioners who codified the craft.

The contributors Patron is built on

Fundraising

  • Penelope Burk on what donors say they want back
  • Paul Schervish on identification over persuasion
  • Tom Ahern on the donor as agent
  • Jeff Brooks on turning words into money

Writing craft

  • Ben Yagoda on voice as proportion, and discovery
  • Roland Barthes on the destination over the origin
  • Joseph Williams & Joseph Bizup on characters as subjects, actions as verbs
  • Stephen King on over-explaining, and a rope instead of a cable
  • Francis-Noël Thomas & Mark Turner on presenting over describing
  • Peter Elbow on prose that never passed through a mouth
  • John Warner on the anti-average fact
  • William Zinsser on why breezy reads harder than plain
  • Virginia Tufte on why chasing devices manufactures the average
  • Mary Karr on memoir's honesty contract
  • Richard Lanham on the read-aloud test
  • Stanley Fish on what an opening line is for

Evidence & signals

  • Sara Konrath, Edward O'Brien & Courtney Hsing on writing to the reader rather than performing feeling
  • Shreyans Goenka on matching the appeal's emotion to the cause's moral frame

What that means for the letter

  • A major-gift letter is the closest professional analogue to a private letter from one trustee to another, not a marketing campaign.
  • The donor is the protagonist. The organization is the cause she enabled. The ask is named, sized, and never buried.
  • Reading the letter back as the donor, naming what is unverified, and refusing to let placeholder junk or a machine tell reach the envelope: the difference between output and correspondence.

Built around CASL's four paths.

Every draft uses the names CASL uses internally, never generic nonprofit copy.

Building on the wisdom of generations, CASL catalyzes the transformation of individuals, families, and the community for an equitable future. CASL Mission
Health
For seniors, caregivers, families.

Brain & behavioral. Family services. Preventative and coordinated care. The programs a donor like Margaret Yip cares about.

Education
Early, school, adult, caregiver.

Tutoring, ESL, workforce, mentorship. The programs that follow a CASL family across decades.

Human Services
Immigration, legal, housing, benefits.

The frontline services for new arrivals and elders. The expanded intake space the Hub will house.

Impact & Advocacy
Insight, action, advocacy.

The Anti-Hate Action Center. Policy work, research, and the public face of CASL's mission.

Begin.

Pick a preset donor to see a full run end to end, or enter a real prospect from CASL's portfolio. Drafts stay private; only the people on the Cloudflare Access list can reach the studio.