WorkflowAdvancement & Endowment Stewardship

Gift Processing & Donor Acknowledgment

Gift processing that starts from the donor's own words: every gift booked to their fund, valued by rule and receipted with each required part cited

Gifts booked and receipted within 48 hours, each coded to the fund the donor named.

See one case, screen by screen ↓
demo1,284giftsin one late-December batch, $3,621,486: the agents booked 1,261 on their own and 23 needed a person
demo61giftsof $10,000 or more keyed a second time, blind, before the batch was approved
target48hoursfrom the deposit to the donor's letter, even at the year-end peak
typical81%of gifts to US colleges in FY2025 came restricted to a purpose
In short

What is Gift Processing & Donor Acknowledgment?

Gift Processing & Donor Acknowledgment is gift processing for university and college advancement services: agents read every check, broker notice, donor letter, donor-advised fund grant, matching-gift remittance and online gift, book each gift to the fund the donor named, value stock by rule and draft each donor acknowledgment letter with its required parts marked to their sources. The gift processing specialist resolves what the agents could not decide, and the gift processing manager approves the batch before any letter goes out.

AI in education: a buyer's guide to agentic AI for colleges, universities and school districts →

Updated

The problem

Why gift processing still runs on keying and a second pair of eyes

Gift processing is where a donor's promise turns into a record. Checks arrive from the bank lockbox with a memo line, shares of stock arrive on a broker transfer notice that never names a fund, donor-advised fund grants and employer matches arrive on letters and remittances, and online gifts arrive in a nightly settlement. The donor's purpose is often in a different envelope from the money: a letter scanned days later, a reply card, a few words on a memo line. Booked from the notice alone, a restricted gift falls to the unrestricted default, and the donor-intent problem surfaces at the next stewardship report or audit.

Then every gift must be valued by rule, tied to the bank and the general ledger, and acknowledged with the parts the tax rules ask for: the amount or a description of the property, and whether the donor received anything in return, with its value. Today a gift processing specialist keys each one by hand into the advancement CRM, a colleague re-keys large gifts where staffing allows, the batch is balanced on a spreadsheet, and letters are merged from templates afterwards. The last week of December brings up to 1,300 gifts a day, exactly when donors file and a tired keying error costs the most.

typical$250or morea single gift that needs a contemporaneous written acknowledgment before the donor files
typical$10a contributionpenalty for a missing quid pro quo disclosure on a payment over $75, up to $5,000 per event or mailing
demo$67,061.09in stockarrived on broker notices with no designation on the sample day; only the donors' letters named the fund
Where a December batch day's team hours goestimated
By hand35 hours
With the solution6.5 hours
  • Keying gifts and reading memos, letters and reply cards for the fund20 → 4 h
  • Matching stock deliveries to donors and pricing them at the day's high and low3 → 0.5 h
  • Re-keying or reviewing gifts of $10,000 or more3 → 0.5 h
  • Balancing the batch to the lockbox, the deposits, the custody account and the ledger3 → 0.5 h
  • Merging, checking and releasing acknowledgment letters and disclosures6 → 1 h

Estimated team hours for one batch of about 1,300 gifts, by hand and with the agents — our arithmetic, kept modest. People still resolve every exception, co-sign every reversal and approve every batch.

How it works

How one day's gifts move

Eight agents read, book, value and draft every gift; the specialist resolves exceptions and the manager approves the batch.

What comes in
What arrives5 kinds · checks, stock, grants, matches, online
Agents at work
Intake agentread + match letters
Then
Coding agentthe donor's own fund
Donor match agenthard and soft credit
Then
Valuation agentmean of high and low
Benefit agentvalue received
Then
Checker agent$10,000+ keyed twice
Balance agentbank and ledger
Then
Receipt agentrequired parts marked
A person decides
Specialist resolves, manager approvesreason codes, then the batch
What comes out
Receipts out in 48 hours
Journal to the ledger
Auditor pack
One case, step by step

Gift processing for one stock gift, from a broker notice to a signed batch

Halden State University, Tuesday, December 29, 2026: the year-end peak. Batch B-1229 closes at the 2:00 PM cutoff with 1,284 gifts and $3,621,486. One of them is 312 shares of stock with no fund named on the notice.

  1. 018:06 AM

    A broker notice with no designation

    Intake agent

    Corlane Securities delivered 312 shares of Norvane Industrial Corp. common stock to the university's custody account, settled December 28, 2026, from the account of M. A. Coyle. The notice names no fund. The intake agent matches it to a letter the cashier scanned that morning, by share count and donor name.

    On its own, the notice would have sent the gift to the unrestricted default.

  2. 02Same minute

    The donor's own words, in the letter that came separately

    Intake agent

    Margaret Ashby Coyle's letter names the purpose in her own words. It also asks not to be listed in the honor roll, and the agent records that too. The receipt's goods-or-services statement is cited to this letter.

    "I would like them to go for the Harmon nursing scholarship."

  3. 038:07 AM

    Stock valued at the mean of the day's high and low

    Valuation agent

    On December 28 the high was $81.02 and the low $79.24, so the shares are priced at $80.13: 312 × $80.13 = $25,000.56. The arithmetic sits line by line with its sources, the broker notice and the daily price summary. Across the day, 38 deliveries come to $1,042,880, mutual fund shares at their net asset value.

    The $80.55 close is not the rule; it would have read $25,131.60.

  4. 048:07 AM

    The fund chosen from the donor's words, with the alternatives

    Coding agent

    The coding agent books the gift to restricted fund 41-2207, Harmon Nursing Scholarship Endowment, with confidence 0.97, citing the letter and gift agreement GA-2014-031. It shows the funds it ruled out and why: the Harmon Nursing Excellence Fund (0.41) pays for equipment, and the Halden Fund default scores 0.02.

    When two funds fit below 0.85, the coding agent asks a person instead of choosing.

  5. 058:09 AM

    The receipt itself, every required part marked in the margin

    Receipt agent

    Receipt R-26-118402 is set like a printer's proof. Five parts are highlighted in the letter and numbered in the margin: the description of the property, the date received, the goods-or-services statement, their value of $0, and the university's record value of $25,000.56. Each margin note opens the line it came from. The checker agent has already keyed the gift a second time, blind, and agrees.

  6. 06Every gala payment

    A ticket receipt with the value received and the deductible part

    Benefit agent

    Ruth and Calvin Ames paid $500.00 for one Winter Scholarship Gala ticket. The benefit agent takes the $140.00 fair market value from the approved event value sheet, so the deductible part is $360.00. 41 payments in the batch carry the same disclosure.

    The benefit agent never sets a fair market value; only the approved value sheet does.

  7. 0710:31 AM

    One smudged check caught by the second keying

    Rosa Delacroix · Gift processing specialist

    61 gifts of $10,000 or more are keyed twice by the checker agent, which never sees the first entry. 60 agree. For Lena Marsh-Oduya the intake agent read $12,050 from a smudged box and the checker read $12,500; the words say twelve thousand five hundred. Rosa corrects it from the check image and Owen Castellano co-signs.

  8. 08Through the day

    Exceptions with the agents' proposals, the evidence and a clock

    Rosa Delacroix · Gift processing specialist

    23 gifts in the batch needed a person, and Rosa resolves all 23 with reason codes: a memorial gift with no matching fund, a check whose words and figures differ, a duplicate online gift, a matching gift paid at the employer's cap. Three that arrived after the cutoff wait for batch B-1230, each with a proposal and hours left. Reversing Gregory Lyle's returned check waits for the manager's co-signature.

    Book the online gift; hold the check and ask Mr. O'Hare whether he meant to give twice.

  9. 093:31 PM

    The batch tied to the bank, the custody account and the ledger

    Balance agent

    Checks, online gifts, donor-advised fund grants, matching gifts and stock each tie to their source and deposit. Processor fees of $20,599 are booked as an expense. One $1,000 employer remittance names no employee, so it moves to suspense 99-0001, proposed by Rosa and co-signed by Owen at 3:40 PM. The draft journal balances at $3,622,486.

  10. 104:06 PM

    The manager approves the batch, never the person who prepared it

    Owen Castellano · Gift processing manager

    Six checks pass, each with its evidence: every gift booked to a fund, 61 of 61 large gifts keyed twice, 23 of 23 exceptions resolved, the batch tied to the bank and the journal, 1,284 letters drafted, and cash handling kept apart from gift entry. Rosa cannot approve a batch she worked on, so she sends it to Owen. He attests and approves; the journal posts to the ERP, 741 letters go by email and 543 to the 5:00 PM print run.

Who it’s for

Built for everyone who touches a gift between the mailroom and the donor's letter.

The same batch, seen by the four people who carry it: what their December looked like, and what it looks like now.

RD
Rosa DelacroixGift processing specialist · 300–400 gifts on a December day
Gift processing specialist
Before
Keys each gift by hand and hunts for the fund in a letter that arrived in another envelope.
Now
Opens the gifts the agents could not decide, each with a proposal, the evidence and a clock, and resolves them with a reason code, alone or in bulk.
OC
Owen CastellanoGift processing manager · approves the daily batch
Gift processing manager
Before
Signs a batch of 1,284 gifts he cannot fully check, and answers to the controller for the deposit.
Now
Sees the six checks that would make him refuse, each with its evidence, co-signs reversals and large corrections, then approves the batch and releases the letters.
LF
Lydia FarrowDirector of advancement services · thresholds, fund rules and receipt wording
Director of advancement services
Before
Knows a restricted gift booked to the annual fund is a donor-intent problem and an audit adjustment, and finds out after the fact.
Now
Sets the second-keying threshold, the letter clock and the receipt templates as versioned settings, and signs the auditor's pack, built in one step.
JP
Jamal PierceDonor relations officer · personal notes and tribute notices
Donor relations officer
Before
Wants the receipt, the first thing a donor reads from the university, to sound like the university and not like a merge template.
Now
Writes the personal note above the signature on the receipt itself; he cannot change an amount, a fund or a date.
Built on the engine

8 agents. Each with one job, and hard limits.

Eight agents read, book, value and draft every gift; the specialist resolves exceptions and the manager approves the batch.

Intake agent

Reads checks and their handwritten memos, envelopes and postmarks, broker transfer notices, donor-advised fund letters, matching-gift remittances and the online settlement, and matches letters to the money they describe.

  • Never guesses an amount; a smudged figure goes to the checker and a person
Donor match agent

Finds the donor in the advancement CRM, keeps households and spouses straight, and sets hard and soft credit: the sponsor for a donor-advised fund grant, the employer for a match.

  • Never creates a duplicate donor record; a near match goes to a person
Coding agent

Books each gift to the fund the donor named in their own words, reading the memo, the letter or the form against the gift agreements and the fund list.

  • Never sends restricted words to an unrestricted fund
  • When two funds fit, it asks; below a confidence of 0.85 a person decides
Valuation agent

Prices listed stock at the mean of the high and low on the transfer date and mutual funds at their net asset value, and shows the arithmetic with the price source.

  • Never values a closely held or unlisted security; those go to the director with an appraisal request
Benefit agent

Finds payments that buy something, such as gala tickets, auction items and memberships, and subtracts the fair market value from the event's approved value sheet.

  • Never sets a fair market value; only the approved value sheet does
Checker agent

Keys every gift of $10,000 or more a second time from the documents alone, without seeing the first entry, and stops the gift when the two disagree.

  • Never sees the first keying
  • Never resolves a disagreement; the specialist does, and the manager co-signs
Receipt agent

Drafts the written acknowledgment, the quid pro quo disclosure, the grant and matching letters and the tribute notice, and marks each part the rule requires against its source.

  • Never sends a letter before the batch is approved
Balance agent

Ties the batch to the lockbox file, every bank deposit, the custody account and the general ledger journal, and explains every variance.

  • Never posts the journal; the manager's approval does
Gift processing manager

Approves the batch; the preparer never does. The agents propose; a named person decides.

Ask in plain words

Ask about any gift, fund, receipt or batch

Ask in plain words. Every answer cites the letter, notice or rule it rests on, and opens the screen where you can act.

Why did the Coyle shares go to the scholarship endowment?

Because Ms. Coyle's letter says "for the Harmon nursing scholarship." The broker notice carried no designation, so on its own the gift would have gone to the Halden Fund. Gift agreement GA-2014-031 sets need-based nursing scholarships as the purpose of fund 41-2207, and clause 3 accepts additions from any donor. Confidence 0.97.

How did you value the 312 shares?

At $80.13 a share, the mean of the day's high of $81.02 and low of $79.24 on December 28, the day the shares reached the university. 312 × $80.13 = $25,000.56. The close of $80.55 is not the rule.

Which gifts bought a ticket or a benefit?

41 payments in today's batch bought something, mostly Winter Scholarship Gala tickets. Each receipt states the fair market value from the approved value sheet and the deductible part: for Ruth and Calvin Ames, $500 paid, $140 received, $360 deductible.

Is the batch ready for approval?

Yes. All six checks pass: 1,284 gifts booked, 61 of 61 large gifts keyed twice, 23 of 23 exceptions resolved, the batch ties to the bank with $1,000 in suspense, and every letter is drafted. You prepared exceptions in it, so Owen Castellano approves it.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

The donor acknowledgment letter, set like a printer's proofToday's batch: 1,284 gifts, $3.62M. Receipt R-26-118402 for 312 shares sits at the center with its five required parts highlighted and numbered in the margin, each linked to its source document. The batch runs down the left by kind of gift: checks, stock, donor-advised fund grants, matching gifts and online gifts.
The day's gift processing in one sentence, then what needs a personBatch B-1229 closed at the 2:00 PM cutoff: 1,284 gifts, $3,621,486. The agents booked 1,261 on their own, 23 needed a person and all 23 are resolved, 61 gifts of $10,000 or more were keyed twice, and the batch ties to the bank.
Every mark opens the line it came fromThe broker transfer notice behind the receipt: 312 shares, settled December 28, 2026, and no designation. On its own it would have sent the gift to the unrestricted default.
The donor's own words, in the letter that came separatelyMargaret Ashby Coyle's letter, scanned by the cashier: "I would like them to go for the Harmon nursing scholarship." The intake agent matched it to the shares by count and name.
Stock gift valuation at the mean of the high and low on the transfer date312 shares × $80.13 = $25,000.56. The high was $81.02 and the low $79.24 on December 28, 2026; the $80.55 close is not the rule and would have read $25,131.60.
Donor intent kept: the fund chosen from the donor's wordsThe coding agent booked the gift to restricted fund 41-2207, Harmon Nursing Scholarship Endowment, with confidence 0.97, not the Harmon Nursing Excellence Fund (0.41), which pays for equipment, and not the Halden Fund default (0.02).
A quid pro quo disclosure on a gala ticket receiptRuth and Calvin Ames paid $500.00 for one Winter Scholarship Gala ticket. The benefit agent took the $140.00 fair market value from the approved event value sheet, so the deductible part is $360.00.
A donor-advised fund grant thanked to the sponsor, with no tax receipt to the familyA $10,000.00 grant from Meridian Charitable Giving Fund, recommended by Daniel & Sofia Reyes for the Nursing Simulation Center Campaign. The sponsor is the legal donor; the family receives a soft credit and a note that says plainly it is not a tax receipt.
Every gift of $10,000 or more keyed a second time, blind61 gifts were keyed twice by the checker agent, which never sees the first entry. 60 agreed; one, $12,050 against $12,500 on a smudged check, was corrected from the image and co-signed.
Exceptions with the agents' proposals, the evidence and a clockThe agents hold a gift only when they cannot be sure. Each comes with a proposal; the specialist accepts it with a reason code, alone or in bulk, and a reversal waits for the manager's co-signature.
The batch tied to the bank, the custody account and the ledgerChecks, online gifts, donor-advised fund grants, matching gifts and stock each tie to their source and deposit. Processor fees of $20,599 are booked as an expense, and one $1,000 deposit with no employee named is held in suspense.
The manager approves the batch, never the person who prepared itSix checks pass, each with its evidence. Owen Castellano, the gift processing manager, attests and approves 1,284 gifts, $3,621,486; the journal posts to the ERP and the letters are released.
Every action by people and agents, and the packs auditors ask forWho did what, when, why and with which document, the agents' steps and every person's decision alike. The auditor's sample pack, the annual giving survey export, the signed batch file and year-end statements build in one step.
Governance

Built for donor intent: cited, keyed twice, signed by a second person.

Seven roles, separated by dutyThe cashier who opens the mail and makes the deposit has no access to gift entry. The specialist resolves exceptions and cannot approve a batch she worked on; the manager cannot approve a batch with his own entries. Donor relations writes notes but cannot change an amount, a fund or a date. The auditor reads everything and changes nothing; the systems administrator makes no gift decisions.
A second person on every move of moneyReversals, moves to suspense and corrections of $10,000 or more need the manager's co-signature, and that setting is locked on. The manager approves the batch against six checks; only then does the journal post to the ERP and the letters go out. A batch can be returned to the specialist with a reason.
Large gifts keyed twice, blindEvery gift at or above the threshold, $10,000 by default, is keyed a second time by the checker agent from the documents alone, without seeing the first entry. A disagreement stops the gift until a person corrects it from the image and the manager co-signs.
Every action on the record, with the packs auditors ask forWho did what, when, why and with which document: each agent's step and each person's decision, with its reason code. The external auditor's sample pack, the annual giving survey export, the signed batch file and year-end statements build in one step, with bank account numbers masked.
Donor and student data protected by defaultGift entry never sees a card number; the giving platform sends a token. Bank account numbers are masked to the last four digits. Anonymous donors stay out of honor rolls and published lists. A scholarship recipient is named to a donor only with the student's written consent under FERPA. Gift records are retained 7 years, gift agreements permanently.
Versioned agents, overruled with a reasonEach agent has a pinned version and a confidence threshold, and prompts and models are versioned. A new version runs on last week's gifts before it is pinned. A person may overrule any agent with a reason code and a note, and every policy change is saved as a new version.
Configuration

Your gift policy, set by your director

Thresholds, clocks, valuation and privacy are settings the director of advancement services changes and everyone else reads. Every change is saved as a new version; the rules set by law are locked.

SettingDefaultChoose from
Second keying$10,000Raised or lowered in $5,000 steps; every gift at or above it is keyed again, blind
Letters released within48 hours24 · 48 · 72 hours from the deposit
Exception clock24 hoursThe manager is alerted at 20 hours
Daily cutoff2:00 PM12:00 PM · 2:00 PM · 4:00 PM; later gifts go into the next batch
Written acknowledgment$250 or moreLocked to IRC 170(f)(8)
Quid pro quo disclosureOver $75Locked to IRC 6115
University's value on stock receiptsShownOn or off; labeled as the university's record value, the donor determines the deduction
Retention7 years7 years · 10 years; gift agreements kept permanently
Connections

Gift processing with the systems advancement services already runs

Advancement CRMdonors, households, pledges, gifts and credits
ERP cash receipts and general ledgerdeposits and the daily gift journal
Bank lockbox filecheck images and remittance data, twice a day
Custody accountbroker transfer notices and stock deliveries
Online giving platform and matching gift databasegifts and settlements, with card numbers left at the processor; employer ratios, caps and eligible funds
Document management and the print and mail servicegift agreements, donor letters and the signed batch file; printed letters mailed the day of approval
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
48h
from the deposit to the donor's letter, even in December
By hand at the peak1–3 weeks
With agents≤ 48 hours
target
0gifts
with restricted words booked to the unrestricted default
Designations read from the donor's words
on the demo day, all kept restricted
target
100%
of gifts of $10,000 or more keyed twice, blind, before posting

Sources: CASE Insights on Voluntary Support of Education 2025 (81% of gifts restricted) · IRC 170(f)(8) and IRS Publication 1771 (written acknowledgment at $250 or more) · IRC 6115 and 6714 (quid pro quo disclosure over $75; $10 a contribution, up to $5,000 per event or mailing) · IRS Publication 561 and Treas. Reg. 20.2031-2(b) (mean of the high and low) · "demo" = seen in the working solution, on its sample data · "target" = design goal, measured in the live solution · "typical" = published figures and the rules' own thresholds · "estimated" = our arithmetic, kept modest. Halden State University, its funds and donors, and the people named on this page are fictional: characters and sample data in the working solution.

Questions

What advancement services and gift processing teams ask us.

What is Gift Processing & Donor Acknowledgment?

Gift Processing & Donor Acknowledgment is gift processing for university and college advancement services: agents read every check, broker notice, donor letter, donor-advised fund grant, matching-gift remittance and online gift, book each gift to the fund the donor named, value stock by rule and draft each donor acknowledgment letter with its required parts marked to their sources. The gift processing specialist resolves what the agents could not decide, and the gift processing manager approves the batch before any letter goes out.

What does a donor acknowledgment letter need to include?

For a single gift of $250 or more, a contemporaneous written acknowledgment states the amount of cash or a description of the property, not its value, and whether the donor received goods or services in return, with a good-faith estimate of their value (IRC 170(f)(8); IRS Publication 1771). The receipt agent marks each of those parts in the margin of the letter and links it to the document it came from, so the specialist can check it in one click.

How is a stock gift valued on its transfer date?

The valuation agent prices listed stock at the mean of the highest and lowest selling prices on the date the shares reach the university, and mutual fund shares at their net asset value. It shows the arithmetic with its sources and never values a closely held or unlisted security; those go to the director with an appraisal request.

When is a quid pro quo disclosure required?

When a payment over $75 is partly a gift and partly buys something, such as a gala ticket (IRC 6115). The benefit agent finds those payments and subtracts the fair market value from the event's approved value sheet; on the sample day, 41 payments carried the disclosure. It never sets a fair market value itself.

Who gets the receipt for a donor-advised fund grant or a matching gift?

The sponsor of a donor-advised fund and the employer that pays a match are the legal donors, so they are thanked. The family that recommended the grant, or the employee whose gift was matched, gets a soft credit and a note that is not a tax receipt. A grant letter asking for gala tickets is declined for the tickets and the grant is booked in full.

How do you keep a restricted gift out of the annual fund?

The coding agent reads the donor's own words, in the memo, the letter or the reply card, against the fund list and the signed gift agreements, and shows the funds it ruled out and why. It never sends restricted words to an unrestricted fund. When two funds fit, it asks the specialist instead of choosing, and any change of fund is recorded with a reason code.

Do people stay in control of gift entry?

Yes. The agents read, value and draft; they never approve. The specialist decides every exception with a reason code, the manager co-signs reversals, suspense moves and corrections of $10,000 or more, and the manager approves each batch. Letters are not sent and the journal is not posted until that approval.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents (your fund list, receipt templates, gift agreements and a sample of past batches), and it goes live once every quality gate has passed. We will walk you through it on your own gifts first.

See it on
your gift batches.

We'll run Gift Processing & Donor Acknowledgment on a sample of your own checks, broker notices and donor letters.