Not on the list? The questions are the same in every business, and we work with any industry, anywhere. Ask us.
Accounting firms
Regional firms and farm accounting services run audit, tax, monthly books, payroll and advisory at once, with no truly quiet quarter and fewer graduates coming in. The return comes from AI already inside CCH, Thomson Reuters, Caseware, QuickBooks and Microsoft, plus AI that turns the books into explanations clients and lenders actually read. Under about 15 people and mostly tax and bookkeeping? The tax practice page fits you better.
You probably run CCH Axcess or UltraTax CS and GoSystem; Caseware or CCH Engagement; DataSnipper; QuickBooks Online and Xero for client accounting; Microsoft 365; ShareFile or SafeSend.
Where AI helps
Audit document matching
Sample items linked to invoices, statements and confirmations in Excel. DataSnipper reports one firm saving 1,900 hours in a single busy season (vendor case study).
Lease, contract and minutes review
Key terms extracted with page links for a senior to check, instead of reading every page.
Full-population journal entry testing
Every entry risk-scored so testing focuses on outliers. Document the tool and data as audit evidence under SAS 142 and 145.
Workpapers and narratives
Control narratives, memos and disclosure checklists drafted from walkthrough notes, then edited and signed off by the reviewer.
Monthly books, farm accounts and lender packages
Bills captured and coded, reconciliation exceptions flagged, and variance commentary drafted for each client. For farm clients, the books and production records combine into cost-per-head explanations and lender packages, with every number checked by an accountant.
Tax at scale and advisory prep
K-1 automation and agentic 1040 prep in CCH or Thomson Reuters, plus AI summaries of the client history before planning meetings.
Rules to know
FederalSQMS No. 1 (in effect since Dec 15, 2025) makes AI a technological resource in your quality management system: identify the risks, approve and monitor the tools, and cover them in the annual evaluation. Peer reviewers will look there.
FederalUsing AI internally does not affect independence. Building, hosting or running an AI system for an attest client is a nonattest service and can. Screen AI advisory work against the attest client list.
FederalAICPA confidentiality rules require a vendor contract or the client's consent before client data goes to an AI provider, plus notice that you use third parties. Section 7216 and the IRS OPR guidance apply to the tax side.
Tools that fit
CCH Expert AI or CoCounsel. AI scanning, K-1 automation, agentic prep and research inside the platform you already license.
DataSnipper and Caseware Verity. Document matching and audit agents; quoted per firm.
MindBridge. Full-population ledger analytics.
Claude Team or Copilot Business. $20 to $21 per user per month. Claude Team for memos, long documents and client email; Copilot for a firm that lives in Outlook and Teams.
Where we would start
Governance first, then a 30 to 50 person pilot
By mid-December: an AI governance owner, AI added to your SQMS risk assessment, a firm policy and updated engagement letters. Then switch on the AI you already license and pilot Claude Team or Copilot with tax and client accounting staff, frozen by January 15. Pilot audit tools on summer benefit-plan audits and fall governmental work.
What we measure: hours per 1040 tier, per audit area and per monthly close against a baseline, plus license use, because unused seats are where the return is lost.
For a 1 to 15 person tax or bookkeeping practice, the work is data entry, chasing documents and IRS notices, squeezed into a season that peaks before the April deadline and trails into October extensions. AI takes the keying and chasing; you keep the review and the signature. Set it up November to January and freeze it by mid-January.
You probably run Drake, ProSeries, Lacerte, UltraTax CS, CCH Axcess; TaxDome, Canopy, Karbon or Financial Cents; QuickBooks.
Where AI helps
Scan and populate returns
W-2s, 1099s and brokerage statements read into the return, with the preparer reviewing every flagged field. Plan on 15 to 30 minutes saved per 1040, less than vendors advertise.
Organizers and document chasing
Portal checklists prefilled from last year, automatic reminders, and AI that checks each upload against what you asked for and renames it to your convention.
IRS and state notices
A CP2000 or math-error notice summarized and a response drafted. The preparer checks every figure against the transcript before it goes out.
Research and client email
Cited answers from Blue J, CoCounsel or AnswerConnect, verified at the source, and client follow-ups drafted from your notes instead of typed after hours.
Engagement letters and consents
Letters and Section 7216 consent forms generated in bulk from your practice software. Each consent stays its own signed document.
Year-end planning
Upload last year's return and get scenario reports in Holistiplan or Intuit Tax Advisor, turning planning into a product you can bill for.
Rules to know
FederalSection 7216 limits disclosure and use of return information. A business AI plan under contract (Claude Team or better) can help prepare returns; using return information for anything else, or processing it outside the US, needs the taxpayer's signed consent, and an SSN goes offshore only with that consent plus an IRS-approved data safeguard; otherwise it is masked. Keep full SSNs out of Team and Business plans; they stay in your tax software and portal.
FederalIRS OPR Alert 2026-19 (June 24, 2026) applies Circular 230 to AI: understand and verify the tool, adopt written firm procedures, use secure enterprise tools, and don't bill hours the AI eliminated.
FederalThe FTC Safeguards Rule requires a written information security plan for preparers of every size. Add an AI section to it: approved tools, what data may go in, and vendor terms. IRS Publication 5708 is the free template.
IowaA tax practice's AI and software subscriptions are exempt from Iowa sales tax under Code 423.3(104) when used only for the business. Give each vendor an exemption certificate.
Tools that fit
Your tax software's AI. Drake SmartExtract, CCH AI Scan, UltraTax with Ready to Review, Intuit Assist in ProConnect.
Canopy or Financial Cents. AI document renaming and checking in every plan; Canopy from $74 and Financial Cents from $19 per user per month.
SurePrep, GruntWorx or Soraban. Per-return scanning and populating; get quotes.
Blue J. Tax research with citations, $1,498 per user per year.
Claude Team, ChatGPT Business or Copilot Business. $20 to $21 per user per month for email, notices and drafting. Claude Team is our default; see the sample plan.
Where we would start
Scan and populate on 20 of last year's returns
Before mid-December: a one-page AI policy, an AI section in your security plan and updated engagement letters. Then test scanning on 20 prior-year returns, load portal request lists, and freeze the setup by January 15. Measure through the season; change nothing from February to April. After April, a workspace for notice responses and client email.
What we measure: minutes per return on piloted against non-piloted returns, missing-document follow-ups, and reviewer corrections.
Independent agencies write about 87% of US commercial premium, and hiring good CSRs and account managers is their hardest problem. Big I's 2026 study found AI use at agencies tripled since 2024, but few have it built into daily work. The goal is capacity: more accounts per account manager, fewer E&O misses, without adding staff.
You probably run Applied Epic, Vertafore AMS360, EZLynx, HawkSoft, Momentum (NowCerts), Nexsure; Tarmika and PL Rating raters; Zywave and Employee Navigator for benefits; carrier and crop portals.
Where AI helps
Policy checking
AI compares the issued policy with the quote and the system record, and an account manager resolves each difference. A missed form is a classic E&O claim, so this lowers risk as well as time.
Submissions and ACORD prefill
Loss runs, schedules and applications read into ACORD forms instead of rekeyed. The account manager verifies values, schedules and loss counts before anything goes to a carrier.
Renewals and quote comparisons
The expiring policy and new quotes laid side by side, with a draft proposal. A licensed person reviews exclusion differences; the AI never calls two quotes “equivalent.”
Certificates of insurance
COIs drafted from live policy data for a CSR to approve. Contract-required additional-insured and waiver wording still gets a human read.
Inbound email and calls
The shared inbox sorted, filed to the account and drafted for reply. An AI receptionist takes after-hours calls and first notice of loss, then hands off. An auto-reply says a coverage change is not bound until confirmed.
Producer and benefits prep
Pre-call briefs on a prospect's operations and likely exposures. During open enrollment, employee benefit questions answered from plan documents with citations and escalation.
Rules to know
IowaBulletin 24-04 (Nov 2024) adopts the NAIC AI model bulletin. It binds insurers, not agencies, but carriers must oversee their vendors, so expect AI questionnaires in agency agreements.
Both statesRecommending coverage or urging a particular policy is licensed activity (Iowa Code 522B, Minn. Stat. 60K). A chatbot or voice agent collects information and hands off; it never advises or binds.
Both statesBoth states adopted the NAIC Insurance Data Security Model Law (Iowa Code 507F, Minn. Stat. 60A.985). Unless you fall under the small-licensee exemption, you need a written security program based on a risk assessment, oversight of every service provider including AI vendors, and notice to the commissioner after a cybersecurity event: 3 business days in Iowa, 5 in Minnesota.
FederalCalls using an AI-generated voice count as artificial-voice calls under the TCPA (FCC, Feb 2024), so marketing calls need prior express written consent; confirm consent before any tool sends marketing texts. Benefits work that touches health information needs a BAA, and crop producer data needs your approved insurance provider's permission first.
FederalKeep MVRs, CLUE and credit reports out of general AI tools; their redisclosure is limited by federal law. Check your carrier agreements before any tool logs in to a carrier portal, and tell your E&O carrier how you use AI.
Tools that fit
Applied Epic. Epic Conductor, AutoFill, Epic Max and Recon for extraction, policy checks, quote comparison and commission reconciliation.
Vertafore Velocity. AI agents for email, policy checking and reconciliation in AMS360, and plan builds in BenefitPoint.
EZLynx EVA. Recaps, suggested follow-ups and coverage suggestions, which a licensed person reviews before they reach a client.
Patra or Exdion. Standalone policy checking for any system; Patra's self-service plan starts at $99 a month.
Claude Team or Copilot Business. Claude Team ($20) for account managers reading long policies and comparing quotes; Copilot Business ($21) for an office that lives in Outlook and Teams. Benefits teams handling health information need Claude Enterprise or Copilot under Microsoft's terms.
Where we would start
Policy checking and email triage, using what you already license
Inventory the AI already in your management system and adopt a short AI policy (Big I publishes a sample) in November and December. Then run policy checking on upcoming renewals and AI email triage for one service team from mid-January to early March, or after April 1 if you write crop. Your management system stays the system of record. If quote comparisons still take hours, a Claude workspace of policies and quotes comes next.
What we measure: minutes per policy check and per COI, discrepancies caught, email response time, and accounts per account manager.
Most banks and credit unions are far below $30 billion in assets. Examiners do not ban AI; they ask how you chose the vendor, what data it sees and who reviews the output.
You probably run Jack Henry, Fiserv, FIS or CSI cores; nCino, Abrigo, FINPACK for lending.
Where AI helps
Credit memo narratives
Borrower, industry and risk sections drafted from the spread, farm plan and loan policy. The loan officer edits every draft.
Policy and procedure answers
Frontline staff ask the bank's own manual and get a cited answer instead of emailing compliance.
BSA/AML narratives
Alert dispositions and SAR narratives drafted from case facts for an analyst to sign.
Ag annual review packets
Prior-year data, yields and market context assembled for the officer.
Rules to know
FederalEvery AI vendor goes through third-party risk management (2023 interagency guidance). SR 11-7 was rescinded in April 2026; its replacement, SR 26-2, mainly targets banks over $30 billion.
FederalKeep credit decisions with people. Adverse-action notices must give specific reasons, and “the model decided” is not one.
Both statesBanks are exempt from the Iowa and Minnesota consumer privacy acts, but GLBA still covers customer data.
Tools that fit
Microsoft Copilot or Claude Team. Policy Q&A and memo drafting under a business plan; either goes through your vendor review.
nCino Banking Advisor. If you already run nCino; drafts narratives and does not train on your data.
Your core's own AI. Ask Jack Henry, Fiserv or CSI what is already in your contract first.
Where we would start
Policy assistant, then memo drafting
Start with a staff policy assistant (low risk), then AI-drafted narratives for 20 renewal memos from de-identified spreads. Document the vendor review as you go. 45 days.
What we measure: minutes per memo against 10 written the old way, how much draft text officers keep, and errors caught.
AI on the farm starts in the office, not the field. Bushel's 2026 survey of 1,400 farmers found 14% use AI today, mostly for business and financial analysis. For co-ops and ag retailers the quickest wins are answering grower questions, contracts and agronomy paperwork.
You probably run John Deere Operations Center, Climate FieldView, Bushel, Agvance, QuickBooks.
Where AI helps
Agronomist answer assistant
Questions answered from your own labels, agronomy guide and policies, with the source cited. Helps new agronomists get up to speed, which matters when turnover is high.
Grower contracts and CRM
Ask in plain English for open contracts or past-due accounts instead of building reports. Bushel's Buddy assistant does this inside Bushel CRM.
Customer email and order entry
Drafts replies to routine grower emails and turns emailed orders into entries for a person to approve.
Rules to know
Both statesNo ag-specific AI law. The issue is who owns grower field data: read each vendor's data terms and check for Ag Data Transparent certification before any field data goes in.
Tools that fit
Bushel Buddy. AI assistant inside Bushel CRM for grain originators.
Claude Team, ChatGPT Business or Copilot. For an answer assistant built on your own documents, with no training on your data.
Where we would start
An answer assistant for agronomists and the grain desk
Load your labels, agronomy guide, contract policies and most common grower questions. Five to ten staff use it for 45 days. No grower field data in the first phase, so the risk stays low. An agronomist signs off on any rate or tank-mix answer. Run it between harvest and spring application.
What we measure: time to answer a grower question, questions resolved without escalating, and errors in a weekly audit of 25 answers.
Most manufacturers are small and midsize plants. The fastest return is in the front office: quoting, purchase orders, invoices and work instructions. Most ERPs now include AI you may already be paying for.
You probably run Epicor Kinetic, JobBOSS², Global Shop Solutions, Infor SyteLine, Plex, SAP Business One.
Where AI helps
RFQ to quote
AI finds similar past parts and drafts the routing and estimate. The estimator still sets the price. Paperless Parts connects to JobBOSS²; CADDi searches past drawings by shape.
Invoices and purchase orders
Vendor invoices matched to POs and customer POs read into the ERP, with a person handling the exceptions. JobBOSS², Global Shop and Epicor Prism all ship this now.
Work instructions and translation
Visual SOPs drafted from your current documents and translated for a multilingual floor, then approved by a bilingual supervisor.
Machine monitoring
Alerts on spindle and sensor anomalies before a failure. Worth it once you know what an hour of downtime costs you.
Rules to know
IowaManufacturing 4.0 grants: up to $75,000 with a 1:1 match for 3 to 124 employees. A CIRAS assessment must be requested by Nov 20, 2026 to apply Jan 4 to 29, 2027. Analytics and predictive-maintenance software qualify.
MinnesotaDEED's Automation Training Incentive Program pays up to $35,000 toward automation and training for Greater Minnesota manufacturers with 150 or fewer employees.
FederalDefense suppliers: ITAR data and CUI stay out of commercial AI plans, including Team and Business; they need FedRAMP Moderate (or equivalent) or GCC High tools. Medical devices: FDA's QMSR (in force Feb 2, 2026) requires software used in the quality system, AI included, to be validated for its intended use.
Tools that fit
Your ERP's own AI. Epicor Prism, JobBOSS² AI Invoicing, Global Shop Genii. Turn these on before buying anything new.
Paperless Parts or CADDi. Quoting from drawings and past jobs.
Tulip. Digital work instructions with translation into 25+ languages; from $100 per station per month.
Where we would start
A quoting assistant for one estimator
Export two years of quotes, wins, losses and actual hours into a workspace where AI finds look-alike parts and drafts each estimate; the estimator approves every quote. 45 days.
What we measure: hours from RFQ to quote, quotes per week, win rate, and estimate-versus-actual hours on won jobs.
Food plants run on paper logs, tight margins and a workforce that speaks many languages. AI helps most with training, documentation and turning checklists into something you can search.
You probably run Paper HACCP logs and Excel, SafetyChain, Redzone, TraceGains.
Where AI helps
Multilingual safety training
Plain-language SOPs and short picture quizzes in English, Spanish and your line's other languages. A bilingual supervisor and QA approve every version.
Checklist summaries
Once pre-op and HACCP checks are on tablets, AI summarizes each shift's deviations and downtime causes.
Traceability mapping
Helps map lot codes and records to FSMA 204's critical tracking events before the compliance date.
Supplier documents
Flags expired certificates, missing letters of guarantee and gaps in audit reports.
Rules to know
FederalFSMA 204 traceability compliance is now July 20, 2028, and only for foods on FDA's Food Traceability List (shell eggs and certain cheeses, for example). Most USDA-inspected meat is outside it.
FederalOSHA requires safety training in a language and vocabulary workers understand, so a bilingual person checks every translated version.
Tools that fit
SafetyChain or Redzone. Digital checklists and shift data with AI summaries.
Tulip. Work instructions with built-in translation.
Claude Team or Microsoft Copilot. Drafting SOPs from what you already have, under a business plan.
Where we would start
Multilingual SOPs on one line
Take the ten highest-risk SOPs on a single line, produce approved versions in the languages your crew speaks, and add a five-question picture quiz to each. 45 days.
What we measure: time to train a new hire, quiz pass rate by language, and safety observations on that line.
Most fleets are small, and dispatchers lose hours re-keying rate confirmations and chasing paperwork. That is where AI pays first.
You probably run McLeod, Rose Rocket, Truckbase, Tailwind, Samsara, Motive.
Where AI helps
Rate confirmations into loads
AI reads the emailed rate con or BOL and drafts the load in your TMS. A dispatcher approves it.
Same-day invoicing
A photo of the signed POD becomes an invoice draft the day of delivery, not when the driver gets back.
“Where's my truck?”
Status updates drafted from ELD location data, so nobody spends the afternoon on the phone.
Dashcam coaching
AI cameras flag risky driving in real time. They only pay off if someone runs a weekly coaching routine.
Rules to know
FederalHours-of-service and ELD records stay human-verified. Clearinghouse queries need the driver's consent.
BrokersAI can flag double-brokering patterns, but carrier vetting and tendering stay with a person. Never let a tool auto-accept or post loads.
Tools that fit
Rose Rocket. TMS from $2,080 a month with AI agents for email-to-order and shipment updates included.
Truckbase. TMS for small fleets with per-load or flat pricing, which suits seasonal grain hauling.
Samsara or Motive. AI dashcams and driver coaching.
Where we would start
Rate con and BOL intake
Route rate confirmations and BOLs from a shared inbox into document AI that drafts loads for approval. Grain haulers should run it before harvest, not during. 30 to 45 days.
What we measure: minutes per load entry, field error rate, days from delivery to invoice, and loads per dispatcher per day.
Most contractors are specialty trades with fewer than 50 field staff. A missed call usually means a lost job, and estimating eats evenings. AI answering and takeoffs are the two proven starts.
You probably run ServiceTitan, Housecall Pro, Jobber, Procore, Buildertrend.
Where AI helps
After-hours and overflow calls
An AI receptionist answers, books into your real calendar and escalates emergencies. It never quotes a price or arrival time outside your script.
Takeoffs
AI measures plans automatically. The estimator checks scale, layers and scope exclusions before anything is priced.
RFIs, submittals and daily logs
Drafted from photos, plans and voice notes. Procore's Helix agents do this for commercial GCs.
Job-specific safety plans
A JHA or toolbox talk built from the actual scope, reviewed by the foreman instead of copied from last year's binder.
Rules to know
Both statesRecording calls needs only one party's consent in Iowa and Minnesota. Have the AI say it is AI and that the call is recorded; out-of-state callers may be protected by stricter laws.
Both statesSafety and OSHA responsibility stays with a person. An AI-written JHA is a draft until a competent person signs it.
Tools that fit
Jobber Receptionist. $29 a month including 30 conversations, then $0.79 each.
ServiceTitan Atlas or Housecall Pro CSR AI. If you already run those systems.
Togal.AI or STACK. AI takeoffs; Togal is $299 per user per month on an annual plan.
Where we would start
AI answering on after-hours and overflow calls
Two weeks of phone-log baseline, then turn on the add-on for the field-service system you already use, with approved scripts. 30 to 60 days.
What we measure: answer rate, calls that became booked jobs, revenue from those jobs, and any mis-promises (target: zero).
Ambient AI scribes are the proven use. Randomized trials show about 10% less note time, and the bigger effect is on burnout and retention, which matters most in rural clinics and critical access hospitals.
You probably run Epic (often through Community Connect), athenahealth, eClinicalWorks, MEDITECH Expanse, Oracle Health.
Where AI helps
Ambient visit notes
A draft note at the end of the visit; the clinician edits and signs. Start with your EHR's own scribe before buying a separate one.
Chart summaries before visits
Outside records condensed to one page for the clinician.
Prior authorization and appeal letters
Drafted from the chart for staff to check and send.
Policies and credentialing
Back-office documents drafted from templates. No patient data needed.
Rules to know
FederalHIPAA: any AI vendor that touches patient information needs a signed business associate agreement. Consumer ChatGPT, Claude and Gemini do not offer one.
MinnesotaThe Minnesota Health Records Act (Stat. 144.291 to 144.298) is stricter than HIPAA and generally needs patient consent to release records. Get consent for the scribe and note it in the chart.
IowaMental health information (Code ch. 228) and HIV information (ch. 141A) carry extra limits. Each mental health disclosure must be noted in the record. Have counsel sign off before using a scribe in behavioral health.
Tools that fit
Epic AI Charting. Generally available since Feb 2026; on Community Connect, your host system decides whether you get it.
athenaOne Ambient Notes. Included at no extra cost.
Freed, Nabla, Abridge. Standalone scribes. Freed is self-serve for small practices; Abridge is enterprise only.
Where we would start
An ambient scribe for 5 to 10 willing clinicians
Use the EHR-native option first, with a written consent script. A clinician reviews every note. 45 to 60 days.
What we measure: after-hours EHR time and same-day chart closure from audit logs, note edit rate, patient opt-outs, and a before-and-after burnout score.
Mixed-animal practices are short on vets and techs. AI scribes take SOAP notes off the evening, and AI radiology screens give a read in minutes. HIPAA does not apply to animal records, but state board rules do.
You probably run AVImark, Cornerstone, ezyVet, Covetrus Pulse, Vetspire, Shepherd.
Where AI helps
SOAP notes from the exam room
The scribe drafts the record from the conversation, and the vet edits and signs it. Pick one that connects to your practice software.
Radiology screens
An AI read in minutes, with escalation to a radiologist when it matters.
Discharge instructions
Plain-language take-home notes and client emails drafted from the record.
Farm-call notes
Dictate in the truck on a phone app and have it sync to the record. Test offline mode first.
Rules to know
IowaVet records are privileged and confidential under Iowa Admin. Code 811-12.4(2) and can be released only with the client's consent or as the law allows. Keep records at least 5 years.
MinnesotaMinn. R. 9100.0800 keeps records private unless the client authorizes release. Add AI-scribe consent to your intake form and post a notice.
Tools that fit
ScribbleVet. From $40 per user per month; one-click into ezyVet, Pulse and Vetspire.
CoVet, VetRec, HappyDoc. Other scribes, roughly $46 to $150 per vet per month.
SignalPET or Antech RapidRead. AI radiology; SignalPET is about $30 to $60 per study.
Where we would start
Two scribes, back to back, for 2 or 3 vets
Consent language goes in first. Most vendors offer a 14-day trial, so test two, including at least five real farm calls. 30 days.
What we measure: minutes of charting after appointments, records closed the same day, and edits per note.
Drafting, summarizing and reviewing documents is where AI saves the most time. Every output needs a lawyer's check: Courts have sanctioned lawyers for citing cases that AI made up.
You probably run Clio, MyCase, PracticePanther, Westlaw, Lexis, Microsoft Word.
Where AI helps
Medical record and deposition summaries
Hundreds of pages condensed for a personal injury or insurance defense file.
First drafts
Letters, demand letters and contract drafts from your own templates.
Contract review
Clauses extracted and compared against your playbook in Word.
Research with citations
Legal research tools that cite sources, with every citation checked in a citator.
Rules to know
NationalABA Formal Opinion 512 (July 2024) is the national reference: understand the tool, protect confidentiality, verify every citation and bill honestly for time AI saved.
MinnesotaIn Kohls v. Ellison (D. Minn., Jan 2025) a federal judge excluded an expert declaration that cited AI-invented sources. Check everything a witness or vendor produces too.
Tools that fit
Clio Manage AI. Inside Clio, the default practice software for small firms.
CoCounsel or Lexis+ Protégé. Research and drafting with citations, bundled with Westlaw or Lexis.
Spellbook. Contract drafting and review inside Word.
Where we would start
Record and deposition summaries
For personal injury or insurance defense files, in a legal tool whose contract covers medical records, not a general Team or Business plan. An attorney reviews every summary. 45 days.
What we measure: paralegal hours per file and errors caught in review.
Small staffs, big workloads and donor relationships that have to stay personal. AI helps most with thank-yous, grant drafts, newsletters and board packets. Pastoral care and counseling stay out of it.
You probably run Bloomerang, Blackbaud, Little Green Light, Planning Center, Google Workspace for Nonprofits.
Where AI helps
Donor thank-yous and lapsed donors
Personal letters drafted fast, and lapsed donors flagged for a call.
Grant drafts and reports
Letters of intent and impact reports drafted from your program data, in your voice.
Newsletters and bulletins
Weekly content drafted from a few notes.
Board packets
Long documents summarized for board members.
Rules to know
FundersCheck each funder's AI policy. Most foundations have no written policy, so ask the program officer.
IowaOrdinary nonprofits do not qualify for Iowa's sales-tax exemption on software subscriptions, so budget for the tax.
Tools that fit
Bloomerang Penny. AI fundraising assistant inside Bloomerang.
Candid. Prospect research and letter-of-intent drafts.
Google Workspace for Nonprofits. The base edition is free; check which AI features your edition includes.
Where we would start
Thank-you and lapsed-donor workflow
Run it in the donor CRM you already use. The executive director or pastor keeps the final voice and signature. 30 days.
What we measure: days from gift to thank-you, share of lapsed donors contacted, and dollars reactivated, checked again at 90 days.
Small cities, counties and school districts run on clerks doing several jobs. Minutes, translation and resident questions are the safe first steps. Open records law decides how you set it up.
You probably run CivicPlus, Granicus, Microsoft 365 or Google Workspace, student information systems.
Where AI helps
Meeting minutes
Drafted from the recording, and approved by the clerk before posting.
Resident questions
A website assistant that answers only from your published code and pages.
Translation
Public notices and letters translated, then reviewed by a fluent speaker.
Teacher planning
Lesson plans and parent letters with district-contracted tools only, and no student data in consumer tools.
Rules to know
IowaIowa Code 22.1 makes records “stored or preserved in any medium” public records. Assume AI prompts, outputs and transcripts can be requested, and set retention on purpose.
MinnesotaUnder the Government Data Practices Act (Stat. ch. 13), government data is public unless classified otherwise, whatever its form. The same caution applies, only stronger.
FederalSchools: FERPA and COPPA apply to student data, so only use vendors under contract as school officials.
Tools that fit
CivicPlus. Agenda management with automated minutes.
Polimorphic. Resident chat and voice in 75+ languages.
Microsoft Copilot or Gemini for Education. Inside your existing tenant, so retention and records rules apply.
Where we would start
AI-drafted minutes
Draft minutes from recordings, with the clerk approving each one. Optionally add an assistant limited to published content. 45 days.
What we measure: clerk hours per meeting, days to post drafts, and corrections at approval.
State rules are shown for Minnesota, where we're based, and Iowa; for any other state we check yours before you start. Prices and features are as published by each vendor in November 2026 and change often. Rules are summarized to help you ask the right questions; they are not legal advice, and your attorney or CPA signs off.
What every industry has in common
01
Turn on what you already pay for
Tax software, practice management, ERPs and agency systems all ship AI now. Map it before buying anything new.
02
Office before field
Documents, email, quotes and notes pay back fastest, in every industry we've looked at.
03
A person signs off
Every credible example keeps a human reviewing what goes to a client, a bank or a regulator.
04
HIPAA isn't the only rule
State health-records laws, vet board rules, Section 7216 and open-records laws catch people who only think about HIPAA.
05
Time it to your season
CPAs pilot November to January, farms after harvest, agencies outside the 1/1 renewal rush.
Rather talk it through?
Book a call. Caleb will point you to the right plan and the first project for your business.