Bequest Administration: AI Support When an Estate Gift Arrives

Reading the Gift Clause: Specific, Residuary, and Restricted Bequests

The single most consequential thing to understand early is what kind of gift you have, because that determines how much you will receive, when, and how certain the amount is. Wills and trusts generally describe a handful of gift types, and the wording matters enormously.

A specific bequest leaves a particular item or asset: a painting, a parcel of land, a named brokerage account. A general or pecuniary bequest leaves a fixed dollar amount, such as $25,000 to your organization. A residuary bequest leaves all or a percentage of whatever is left after debts, taxes, expenses, and the other gifts have been paid. A contingent bequest takes effect only if something else happens first, for example only if the decedent's spouse did not survive them. Each behaves differently. A pecuniary gift is predictable in amount but can be reduced if the estate turns out to be smaller than expected. A residuary share is uncertain in amount and is usually paid last, after the estate has settled its obligations, but it is also where the largest charitable gifts tend to come from because it captures whatever growth or sale proceeds the estate generates.

Residuary beneficiaries deserve particular attention because their interest is directly affected by every expense the estate pays. That makes your organization a party with a legitimate interest in the estate's accountings, the reasonableness of fees, and the timing of asset sales. It does not make you an adversary of the executor. Most executors are family members doing their best with an unfamiliar job, and the right posture is cooperative and informed. But it does mean someone at your organization should actually read the accountings when they arrive, rather than filing them.

Then there is purpose. A gift might be unrestricted, or it might say "for the scholarship fund," "to be used for the care of animals at the shelter," or "to establish an endowment in memory of my parents." Restrictive language creates obligations your organization must honor, and some restrictions turn out to be impractical: a program that no longer exists, a facility that has been sold, a purpose so narrow it can barely be spent. Before accepting a restricted gift you cannot fulfill, talk to counsel. Options may include working with the executor and family on a written understanding, or in some situations seeking court approval to modify the purpose. Once accepted, restricted bequests need to be tracked as restricted from the day they arrive, which is where a solid system for tracking restricted funds earns its keep.

AI is well suited to a first-pass reading of a gift clause. Asked carefully, a model can identify which category the language appears to fall into, flag words that suggest a condition or restriction, note references to other articles of the will that affect the gift, and list questions to raise with the executor or your attorney. It is not suited to resolving ambiguity. If the clause is unclear, if the model's reading and yours differ, or if the gift's value depends on how a term is interpreted, that is a question for counsel.

The Long Middle: Timelines, Accountings, and the Attorney General

Estates take time, and residuary beneficiaries wait the longest. Even a straightforward probate commonly runs a year or more. The personal representative must be appointed, assets must be inventoried and valued, notice must be given to creditors, and creditors must be given time to file claims. Under the Uniform Probate Code model that many states have adopted in some form, published notice gives creditors a set period, commonly four months, to present claims; Maine's version of section 3-801 is one example, and state variations are significant. Estates that must file a federal estate tax return, sell real estate, resolve a dispute, or wait for a tax closing letter can take considerably longer.

Long timelines are where small nonprofits lose track. The person who opened the file leaves. The executor stops replying. An interim distribution arrives and gets deposited without anyone matching it to the estate. A final accounting and a receipt-and-release form arrive with a signature deadline and sit in a pile. A tracker, reviewed on a fixed schedule, prevents most of this. For each open estate it should show the gift type, estimated value and its basis, expected timing, the next action and who owns it, the last contact date, and any deadline. A monthly fifteen-minute review between development and finance is enough for most organizations, and a quarterly report to leadership keeps expectations realistic for budgeting.

Some states give the attorney general a formal role in estates that benefit charity, reflecting the AG's general responsibility to protect charitable assets on behalf of the public. The details vary widely. Minnesota requires personal representatives to give the attorney general notice of certain probate matters involving charitable gifts, as described in the Minnesota Attorney General's charities handbook. California requires notice to the attorney general in specified probate situations involving charitable interests, which the California Attorney General's office outlines. Texas law directs that where a charitable beneficiary cannot be given notice, notice goes to the attorney general. In practice, these obligations fall on the personal representative rather than on your organization, but knowing they exist helps you understand why an AG's office may appear in correspondence, and gives you somewhere to turn in the rare case where an estate is being mishandled to the detriment of a charitable gift.

AI helps most in the long middle by reading what arrives and keeping the tracker honest. A model can extract deadlines from a letter or a court notice and propose calendar entries. It can draft a courteous status inquiry when a file has gone quiet for ninety days. Most usefully, it can help reconcile an estate accounting against the inventory you received earlier: comparing asset lists, flagging items that appear in one and not the other, recalculating your percentage share of the residue, and listing questions about large expenses. A person still checks the arithmetic and decides whether anything is worth raising. But turning a forty-page accounting into a one-page list of questions is precisely the kind of work that otherwise never gets done.

Booking the Gift: Recognition, Restrictions, and Receipts

Finance teams face a question development teams rarely think about: when does a bequest become revenue? Under US GAAP, contributions to nonprofits are governed by FASB ASC 958-605, which asks whether a contribution is unconditional or conditional. A conditional contribution has both a barrier the recipient must overcome and a right of return or release; it is not recognized as revenue until the barrier is met. An unconditional promise to give is recognized when the right to receive it is established. This analysis is separate from whether the gift is restricted. Restrictions determine how the gift is classified in net assets, not whether it is recognized.

Applied to estates, the general principle most auditors work from is this. A person's stated intention to leave you something in a will is not a receivable while they are alive, because a will can be revoked or changed at any time. After death, the question becomes when your organization's right to the gift is established and the amount can be reasonably measured. Many organizations recognize a bequest when the will has been admitted to probate (or the trust has become irrevocable) and the amount can be reasonably estimated, while others wait until amounts are more certain. A pecuniary bequest from a clearly solvent estate may be measurable early; a residuary share may not be reasonably estimable until an inventory or accounting arrives. Beneficiary designation proceeds, such as an IRA payable to your organization, often have a known amount once the custodian confirms it. A bequest that itself contains a true condition, for example a gift contingent on raising matching funds, follows the conditional contribution rules. These are judgment calls, they materially affect your financial statements, and they should be made with your auditor and documented in a written policy so they are applied consistently.

A written bequest recognition policy also makes life easier at year end. If your estate tracker records the basis for each estimate, the documents supporting it, and the probate status, your auditor's questions become quick to answer. Our article on audit preparation with AI describes how to organize that kind of supporting evidence.

Receipting is the other place estate gifts differ from ordinary gifts. The contemporaneous written acknowledgment that your organization sends individual donors exists to support an individual's income tax deduction. An estate claims a charitable deduction under a different provision of the tax code, and the executor's needs are different. What the personal representative typically wants is a signed receipt confirming what your organization received and when, so the estate's accounting can show the distribution. Sometimes the executor will send a receipt, release, and refunding agreement that asks you to release the executor from further liability and to return funds if the estate later needs them to pay debts or taxes. These documents are routine in many estates, but they are legal instruments, and you should have someone qualified review them before signing, especially a release that closes off your ability to question the accounting. For how your ordinary donor acknowledgments should work, see our guide to donor tax receipts; the point here is simply that an estate distribution should not be pushed through the same automated acknowledgment workflow without someone looking at it.

AI fits naturally into the reconciliation side of this work. It can match deposits to estate records, compare distributions received against your expected share, draft a receipt letter for review, and prepare a schedule of open estate receivables with their supporting documents for the auditor. It should not make the recognition decision or interpret a release agreement.

When an Estate Is Disputed: Knowing When to Call Counsel

Most estate gifts arrive without conflict. Some do not. A family member may contest the will on grounds such as lack of capacity or undue influence. An executor may propose an interpretation of an ambiguous clause that reduces your share. There may be a later will, a codicil, or a trust amendment that changes the gift. Assets may be missing from the inventory, expenses may look excessive, or the estate may simply stall for years. Your organization may also discover that two charities have similar names and both believe they are the intended beneficiary.

The moment any of these appear, the file needs a lawyer, ideally one who regularly represents charities in estate matters. Signals include a formal notice of a will contest, a request that you sign a settlement or a disclaimer, a proposed interpretation that materially changes your share, a release you are uncomfortable signing, or an executor who stops responding over a long period. Settlements in will contests are common and can be sensible for everyone, but the terms, the tax consequences for the estate, and the effect on donor intent are matters for counsel and, where the gift is restricted or the stakes are high, for your board. In states where the attorney general has a role in protecting charitable assets, counsel will also know whether the AG needs to be involved in a settlement.

Disputes also change how you should handle documents and AI. Once a matter is contentious, your correspondence and notes may become evidence, and anything you put into an AI tool may be relevant too. The safest course is to stop using AI on the substance of a disputed estate unless your attorney has approved the specific tool and use. Continue to keep the file organized, preserve everything, and let counsel direct communication with the other side. The broader questions of preservation and privilege that arise when AI tools touch a legal dispute are covered in our article on litigation holds and eDiscovery.

Putting It Together: A Bequest Administration Playbook

Most nonprofits receive estate gifts too rarely to build expertise by repetition, which is precisely why a written playbook matters. When a notice arrives once every eighteen months, nobody remembers what happened last time. A short document that names the owner, lays out the steps, links the templates, and states where AI is and is not used turns an anxious scramble into a routine.

The playbook does not need to be long. It should cover intake and routing, the file structure and summary sheet, the tracker and its review cadence, the claim process for non-probate assets, the gift acceptance review for unusual property, the accounting recognition policy agreed with your auditor, the receipting procedure, the stewardship touchpoints, and the escalation triggers for counsel. Templates for the condolence letter, the executor acknowledgment, the status inquiry, and the receipt can all be drafted with AI once and refined by your team. If your organization also uses formal written agreements for living donors' gifts, the discipline described in our article on gift agreements and pledge documentation carries over naturally, especially for recording how restricted estate gifts will be used.

Finally, close the loop with your gift planning work. Each estate you administer teaches you something about how donors actually word their gifts, which restrictions prove hard to honor, and which asset types create trouble. Feed those lessons back into the sample bequest language and gift acceptance guidance you share with living donors and their advisors. The best time to prevent an unworkable restriction is before the will is signed.