EduFinder by Waystar For Teachers

The Letter! Desk

AI-drafted recommendation letters for teachers, counselors, and professors. A guided interview turns your real anecdotes into a grounded draft plus a coaching read. You own every word.

Open the desk
The problem

Twenty letters never fit in one free period.

Every fall the requests stack up, and every student deserves a letter that could not have been written about anyone else. But after the fifth one, even a caring recommender starts reaching for "hardworking" and "a pleasure to have in class", the phrases admissions readers have learned to skim past.

The hard part was never the typing. It is pulling the right moments out of a year of teaching and getting them onto the page before the deadline.

The approach

It interviews you, then drafts in your voice.

The desk asks one question at a time, and it asks for moments, not adjectives: the class period where the student surprised you, the struggle and what they did about it, how they compare with everyone you have taught. Your answers become the letter's only source of facts.

Then it drafts the full letter on your behalf and hands it back with a candid coaching read of its own work. You review, edit, and own every word that goes out under your name.

How it works

From an interview to a letter you can sign.

Pick the letter type: a teacher letter for college applications, a counselor report, or a professor's grad-school letter.

Answer the interview, one question per screen. It saves as you go, and you can upload the student's brag sheet or résumé to pre-fill the factual answers.

Generate. It runs in the background, so you can close the tab and come back.

Read the draft and its coaching read: every paragraph shows which of your answers it came from, stock phrases get flagged, and thin spots become follow-up questions.

Apply one plain-language revision if you want, then copy the letter or export it as a clean PDF.

Grounded by design

It cannot make things up about your student.

Every paragraph in the draft cites the interview answers it draws on, and the desk checks those citations mechanically before you ever see the letter. No invented anecdotes, no imaginary awards, no borrowed stories.

Comparison claims are held to the same bar: the draft may only call someone "one of the strongest in a career" if you said so first, in the calibration question. And it never promises a committee anything.

The coaching read

A second opinion on its own draft.

Alongside the letter you get a five-dimension read (specificity, evidence, relationship, distinctiveness, tone), each graded honestly with a quote from the draft itself. Stock phrases like "goes above and beyond" are flagged in place, with the concrete move that replaces them.

Where your evidence ran thin, the desk asks follow-up questions instead of padding the letter. Answer them and regenerate, and the next draft gets stronger.

See a sample letter
Three letters, one desk

Teacher, counselor, or professor: the interview adapts.

A teacher letter follows Common App conventions: one general letter, anecdote-led, that goes to every college the student applies to. A counselor report frames the student within your school's context, rigor, and cohort, the story only a counselor can tell. A professor's letter speaks to research capacity and independence for graduate committees.

Each type gets its own questions and its own conventions, so the draft reads like it was written by someone who has done this before. Because you have; it is your material.

Your desk, saved once

Your school context and your voice, reused every time.

Write your school's context once (size, community, what rigor you actually offer, your class-rank policy) and every letter starts from it. Counselors especially never re-type the school paragraph again.

Paste one past letter you were proud of (name removed) and drafts match your rhythm and word choice. Style only: the old letter's stories never reappear in a new student's letter.

Part of the teacher suite

Arrive with the student's real work already in hand.

Keep a class in your account and each student carries a record: the work you graded in The Rubric! Studio and the dated notes you jotted through the year. Start a letter from that student and the interview opens pre-filled with their name and class, and offers those items as evidence you check in or leave out.

Selected work is woven in qualitatively, the way a letter should read ("the strongest lab write-up I graded this term"), never as a raw score or percentage. It is the same grounding contract as the rest of the desk: real moments, in your words. See the whole arc in the sample grading job and the sample letter it feeds.

See The Rubric! Studio
Privacy & FERPA

A student's story stays in your account.

What you write about a student is sensitive. It stays private in your account, is never used to train models, and is deleted when you delete your account. Uploaded brag sheets are read in memory and never stored.

The Letter! Desk is FERPA-aware and operates under your institution's direction; you remain the decision-maker on every word that leaves your desk.

Pricing

Draft as many letters as you like.

The Letter! Desk is free for every signed-in account, with no limit on how many letters you draft.

Any EduFinder member can sign in and start writing right away; there is no waitlist and no application. If you do not have an account yet, you can create one in a minute.

Open The Letter! Desk

Fair questions, straight answers.

What we would want to know before trusting a letter-writing tool.

How much does The Letter! Desk cost?

It is free for every signed-in account, with no limit on how many letters you draft.

Who actually writes the letter?

The desk drafts it from your interview answers, in your voice, and then coaches its own draft so nothing generic slips through. You review, edit, and own every word that goes out under your name.

Will it make things up about my student?

No. Every paragraph cites which of your answers it came from, comparison claims like 'one of the strongest I have taught' can only come from your own calibration answer, and it never promises admission. If a draft cannot be verified against your answers, you get an honest scaffold built only from your own words instead.

Which letters can it write?

Three kinds: a high-school teacher's letter for college applications (one general Common App evaluation), a counselor report (the Secondary School Report narrative, framed by your school's context), and a professor's letter for graduate programs.

What happens to what I type about a student?

It stays private in your account, is never used to train models, and is deleted when you delete your account. Uploaded brag sheets are read in memory and never stored. The Letter! Desk is FERPA-aware and operates under your institution's direction.

Can it sound like me?

Yes. Save a past letter in your desk profile (with the previous student's name removed) and drafts match its rhythm and word choice. Style only: the old letter's stories and claims never reappear.

Does it connect to my grading and my class roster?

Yes, if you keep a class in your EduFinder account. Start a letter from one of that class's students and the interview opens pre-filled with their name and class context, and offers the work you graded in The Rubric! Studio plus your own dated notes as evidence you check in or leave out. Selected work is described qualitatively, never as a score or percentage. You can also write a letter with no class attached; the interview alone is enough.