Cousin's AI Circulation

Author: heardnseenproductions@gmail.com

  • The Vendor Race for the Mission-Driven Segment — And the Lock-In Window

    Weekly Dispatch · Friday Edition · May 22, 2026

    The Vendor Race for the Mission-Driven Segment — And the Lock-In Window

    Four major AI providers have built dedicated nonprofit tiers in six months. The discounts are real — but the connectors are the part that compounds, and the lock-in window is opening now.

    § The Trend

    A Vendor Race for the Mission-Driven Segment Is Opening a Real Lock-In Window

    In six months, four major AI providers have stood up dedicated “for-nonprofit” or “for-mission-driven” tiers — each one bundling discount + training curriculum + integration partners.

    • Anthropic launched Claude for Nonprofits on December 2, 2025 with GivingTuesday — 75% discount, the free AI Fluency for Nonprofits course, and connectors to Blackbaud, Candid, and Benevity (Anthropic).
    • Microsoft rolled out the Elevate initiative in March 2026 — $4 billion+ over five years to schools and nonprofits, plus the new AI for Nonprofits credential with LinkedIn and NetHope (Microsoft On The Issues).
    • Google expanded Workspace for Nonprofits with Gemini through 2026 — free Gemini app and NotebookLM, ten-plus AI features layered into the tools nonprofits already use, premium upgrades at 75% off starting at $3.50/user/month (Google for Nonprofits).
    • OpenAI for Nonprofits — up to 75% off ChatGPT Business and Enterprise on an ongoing basis.

    This is the most generous platform-onboarding moment for the nonprofit sector since the early days of Google for Nonprofits and Microsoft for Nonprofits more than a decade ago.

    § What It Means for Mission-Driven Orgs

    The Connectors Are the Part That Compounds

    The headlines look like four parallel acts of corporate generosity. Read carefully, they look like something else: a competitive race to become the default AI substrate for the nonprofit, education, and small-business sectors before the sector chooses for itself.

    Each vendor is bundling the same three things — discount, curriculum, connectors. The connectors are the part that compounds. Once your fundraising operation runs through Claude + Blackbaud + Candid, your communications run through Gemini + Docs, and your staff certifications live in Microsoft Learn + LinkedIn, switching is no longer a price decision. It is a workflow rebuild.

    This is what economists call a lock-in window — a discrete period when the customer’s switching costs go from low to high. Six months from now the deals will still exist. The integrations will be deeper, the staff training will be tied to one vendor’s credentials, and the choice will be made for you by inertia.

    That is not bad. It is just a thing to do on purpose.

    The Brookings data from Monday gives this real stakes: 6.1 million U.S. workers in the highest AI-disruption-risk tier, with women disproportionately exposed (Brookings, 2026). If your AI stack is also your workforce-development stack — and increasingly it is — then a vendor choice is a people-strategy choice.

    § Strategic Question of the Week

    “If I had to pick our organization’s primary AI stack today and commit to it for the next 36 months, do I have the information I need to choose well — or am I drifting toward whichever vendor’s salesperson got to us first?”

    If the answer is “drifting,” spend an hour this month writing a one-page AI stack thesis: which provider for general-purpose chat, which for in-document drafting, which for staff certifications, which for fundraising data. That document is not a contract. It is the question you stop having to re-answer every six weeks.

    § Weekend Read

    LSE: Forward-Looking Policies for the AI-Displaced Workforce

    LSE United States Politics and Policy blog: “Forward looking policies are needed as AI threatens to displace large parts of the American workforce” (May 15, 2026). Read here.

    The reason this piece is the weekend read: it gives you the policy-level framing for why your stack choice is also a workforce-development decision — and why both belong in your strategic plan, not in IT’s procurement queue.

    Two Things This Week

    1. Forward this edition to one peer who is making AI stack decisions right now. The lock-in window is wider when we make these choices in conversation, not alone.

    2. If you want a structured 20-minute conversation about your org’s AI stack thesis, I’m running free strategy sessions this month. Bring the question, leave with a starting point.

    Schedule a Strategy Session

    Have a good weekend.

    Curated by Warren Wiggins · Created by Cousin Claude · Cousin’s AI Circulation, May 2026

  • Tool Time: Google Workspace for Nonprofits, With Gemini Turned On

    Weekly Dispatch · Wednesday Edition · May 20, 2026

    Tool Time: Google Workspace for Nonprofits, With Gemini Turned On

    For nonprofits already living inside Google’s tools, the most under-used AI in your environment is sitting one admin checkbox away — and it comes with enterprise-grade data protections already on.

    § The Tool

    Google Workspace for Nonprofits — Now Includes the Gemini App + NotebookLM

    If your organization is a verified 501(c)(3) and already uses Gmail, Google Docs, or Google Drive, the most under-used AI tool in your environment is sitting one admin checkbox away. Google Workspace for Nonprofits is free for eligible nonprofits, and the no-cost edition now includes the Gemini app and NotebookLM — plus more than ten AI features layered directly into Gmail, Docs, Sheets, Slides, and Forms (Google for Nonprofits; Google Workspace).

    What makes this different from a new AI tool is that you don’t have to introduce a new workflow, a new login, or a new vendor-review process. Gemini shows up inside the tools your team is already in. Enterprise-grade data protections are on by default — chats and uploaded files are not reviewed by humans and are not used to train models. The stack carries SOC 1/2/3, ISO 27001/27018/27701/9001/42001, GDPR, and HIPAA-aligned compliance (Google Workspace Learning Center).

    § Who It’s For

    Nonprofits

    Comms managers can draft donor emails in Gmail using a saved-voice example. Development teams can use Gemini in Docs to translate prior award letters into the next grant narrative. Program teams can drop evaluation PDFs into NotebookLM and get a board-ready summary in minutes.

    Small Businesses

    Owner-operators can ask Gemini in Sheets to suggest cash-flow forecast columns and run scenarios. Customer-service teams can use Gemini in Gmail to draft consistent responses from a brand-voice prompt. Sales teams can build pitch decks faster with Slides’ “Help me visualize.”

    Schools

    Teachers can use NotebookLM with curriculum documents to build differentiated study guides for different reading levels. Admin staff can use Gemini in Forms to draft parent-survey question banks. Counselors can summarize long district policy documents in minutes.

    § How To Get Started

    Six Steps From “Eligible” to “AI On”

    1. Confirm eligibility at google.com/nonprofits. U.S. 501(c)(3)s and international equivalents qualify.
    2. Activate Workspace for Nonprofits in your Google Admin Console — it includes Gmail, Drive, Docs, Sheets, Slides, Meet, and Calendar at no cost.
    3. Turn on Gemini app + NotebookLM for staff: Admin Console → Apps → Additional Google Services → Gemini and NotebookLM → set to ON.
    1. Confirm the enterprise data-protection notice. Workspace for Nonprofits users get enterprise-grade defaults automatically. Verify in admin settings.
    2. Run one real task in Gemini before policy-writing. Rewrite an FAQ, draft a thank-you-to-donor template, summarize last quarter’s program report. You’ll write a better policy after using it than before.
    3. Decide whether to upgrade selected users (Gemini inside Gmail/Docs/Sheets) at the 75%-off nonprofit price — starting at $3.50/user/month. Use it for power users who’ll multiply impact.

    Cousin’s Take

    The strategic value here is not the feature list — it’s the governance shortcut. If your team is already on Workspace, the data-residency question is already answered by your Google admin. The “where is our staff’s work being stored” question is already answered. Adding Gemini is one decision, not ten.

    That matters enormously for nonprofits with no formal AI policy yet. Two weeks ago we covered the NonProfit PRO data that roughly half of nonprofits have no formal AI governance. The fastest way to close that gap is not to write a 14-page policy — it’s to choose your trust boundary, then turn on AI inside it. For a Workspace shop, that trust boundary is already drawn.

    Two honest caveats. One: the free tier’s Gemini features are real but lighter than the paid tier — if you need Gemini inside Gmail and Docs for serious drafting, you’ll want the $3.50/user upgrade. Two: Gemini in Workspace is excellent for drafting, summarizing, and structuring — but it is not yet your best tool for complex multi-step reasoning. For that, Claude or ChatGPT often still wins. So make this your “default sidekick” — not your “only AI.”

    What’s the question on your team?

    Reply to this post — or, for nonprofit leaders wanting a structured walk-through, I’m running free 20-minute strategy sessions this month.

    Schedule a Strategy Session

    Curated by Warren Wiggins · Created by Cousin Claude · Cousin’s AI Circulation, May 2026

  • Microsoft Puts $4 Billion Behind the Workforce-AI Playbook

    Weekly Dispatch · Monday Edition · May 18, 2026

    Microsoft Puts $4 Billion Behind the Workforce-AI Playbook

    Microsoft’s $4 billion commitment, a draft White House AI security order, and a Brookings warning on 6.1 million at-risk workers — the workforce-readiness picture for mission-driven leaders just got sharper.

    § The Big Story

    Microsoft Puts $4 Billion Behind the Same Workforce-AI Playbook

    Last month we covered the AmEx + Generation + Scholarship America announcement — corporate-philanthropy funding routed through nonprofit intermediaries to train small-business workers in AI. Microsoft just did the same thing, but at a different order of magnitude.

    The Elevate initiative commits more than $4 billion in cash and AI/cloud technology over five years to K-12 schools, community and technical colleges, and nonprofits — with $5 billion in discounts, donations, and grants going to nonprofits in the next year alone (Microsoft On The Issues).

    The headline deliverable for this newsletter’s audience is a new AI for Nonprofits credential co-developed with LinkedIn and NetHope — a structured professional certificate built around the actual work happening across the sector (Microsoft Learn). It’s free.

    Paired with it is a Changemaker Fellowship for nonprofit professionals at organizations with an actionable AI project ready to deploy. This is the same pattern as AmEx — but with Microsoft’s buying power and LinkedIn’s workforce credibility behind it.

    Cousin’s Take

    Two consecutive weeks of this pattern is now a trend, not a coincidence. Corporate philanthropy has decided that AI workforce development is the cause to fund, and they are routing the money through nonprofit intermediaries because that’s the credible delivery layer. The strategic question for any nonprofit, school, or community-college continuing-ed program is no longer “are these programs real?” It is “are we positioned to deliver them — or to send our people through them?”

    § Policy Watch

    White House Drafts AI Security Executive Order Modeled on FDA Drug Approval

    The White House is circulating a draft executive order that would establish a federal pre-release review process for advanced AI models — what NEC Director Kevin Hassett described as “an FDA-style” path for AI (Bloomberg, May 6; Federal News Network).

    The catalyst is Anthropic’s Mythos disclosure — a model demonstrating an unprecedented ability to find and exploit cybersecurity vulnerabilities in widely-used software. The Office of the National Cyber Director has been discussing a framework that would have the Pentagon lead safety testing for federal, state, and local AI deployments. The order is still a draft. The direction of travel is now visible.

    Cousin’s Take

    You don’t build AI. You buy it, or you use whatever comes built into the software you already pay for. So the federal-review question is not abstract: in twelve months, the AI vendors you choose may carry a federal-review label the same way a drug carries an FDA stamp. Start asking your vendors which federal frameworks they expect to meet. Their answer is going to matter.

    § Workforce Data

    6.1 Million American Workers Are at the Highest Risk — With the Lowest Capacity to Adapt

    A new Brookings analysis quantifies what many leaders have been sensing. About 6.1 million U.S. clerical and administrative workers face the highest risk of AI-driven disruption — and they have the lowest adaptive capacity of any worker segment studied (Brookings, 2026).

    The exposure is not evenly distributed. 79% of employed U.S. women in high-automation-risk jobs versus 58% of men. Clerical, administrative, and customer-service roles — the ones most aggressively automated — are disproportionately held by women. Meanwhile, skills evolution in AI-affected jobs has accelerated to 66% faster than the 2024 baseline. Per Anthropic’s fifth economic impact report, the gap between earlier AI adopters and newcomers is widening — not just in adoption, but in sophistication of use.

    Cousin’s Take

    This is the workforce side of the data you’ve been waiting for. The 6.1M number is a planning input — for your HR function, for your workforce-development program if you run one, and for the equity-and-inclusion conversation you’ve already been having. The people most at risk are also the people with the least margin to retrain on their own time. Funding their retraining is not a benefit; it’s a strategy.

    § Practical Tip of the Week

    Run a 20-Minute AI Exposure Audit on One Role

    Pick one staff role on your team — comms coordinator, grants admin, intake specialist, scheduler. List the five tasks they spend the most time on. For each task, mark one of three letters: E (AI could eliminate this task), A (AI could accelerate it), or Q (AI could raise its quality).

    Now look at the pattern. Mostly E → redesign the role around higher-value work, and fund the person’s training to do it. Mostly A → buy the tool, set the guardrails, and measure time saved in 30 days. Mostly Q → train the person to use AI as a quality multiplier, not a replacement.

    Twenty minutes. One role. A plan instead of a worry.

    § By The Numbers

    6.1M

    U.S. clerical and administrative workers in the highest AI-disruption-risk tier (Brookings, 2026)

    66%

    Faster skills evolution in AI-affected jobs vs. 2024 baseline (LinkedIn Workforce data, 2026)

    $4B+

    Microsoft Elevate’s 5-year commitment to nonprofits, schools, and underserved communities (Microsoft, Mar 25, 2026)

    Need a thinking partner this month?

    I’m running free 20-minute strategy sessions this month for nonprofit, school, and small-business leaders working out their AI-and-workforce question. Bring one role, one team, or one program. Leave with a starting point.

    Schedule a Strategy Session

    Curated by Warren Wiggins · Created by Cousin Claude · Cousin’s AI Circulation, May 2026

  • AI Literacy Is Now Baseline, Not Advanced — And the Cost Is Landing on Workers

    Weekly Dispatch · Friday Edition · May 15, 2026

    AI Literacy Is Now Baseline, Not Advanced — And the Cost Is Landing on Workers

    AI literacy has crossed the line from sought-after specialization to baseline workplace expectation — while 42% of employers expect workers to acquire it on their own.

    § The Trend

    AI Literacy Has Quietly Become a Baseline Job Expectation

    Two years ago, “AI literacy” was a sought-after specialization — a skill that justified a premium salary or a new line on a job posting. In May 2026, the data says it has crossed a threshold and become something else: a baseline workplace expectation that employers increasingly assume without naming, while leaving the burden of acquisition on the worker.

    DataCamp’s State of Data & AI Literacy 2026 report finds that 59% of enterprise leaders now report an AI skills gap in their organization, even though most are already investing in AI training (DataCamp). The mismatch is the story. Investment is up, gap is widening. Why? Because the bar moved.

    Three numbers from the same report compound the picture. 42% of employees expect their role to change significantly because of AI within the next year. Only 17% currently use AI frequently. And 42% say their employer expects them to learn AI on their own (Gloat).

    The U.S. Department of Labor’s AI Literacy Framework, published in February 2026, is an explicit attempt to keep this expectation from becoming entirely individualized (U.S. Department of Labor).

    § What It Means for Mission-Driven Orgs

    The “learn it on your own” expectation is regressive — and that is not a complaint, it is a description of how the cost lands. It puts the burden of new skill acquisition on the workers with the least time and the least disposable income, in the organizations with the smallest professional-development budgets. In practice that means: front-line nonprofit staff, small-business workers, school classified staff, community-college students, and the very populations served by workforce-development organizations.

    This is the connective-tissue opportunity that has been building all spring. The infrastructure to not make AI literacy an individual problem is being assembled in real time. The Department of Labor’s apprenticeship portal launched April 29. The NABTU–Microsoft partnership routed through TradesFutures was announced April 21. American Express launched two AmEx-funded, nonprofit-delivered AI training programs on May 6. The Department of Education proposed a new AI-priority for federal education grants on May 7. None of those announcements made one another’s headlines, but they describe a single emerging system: corporate philanthropy + organized labor + federal agencies + 501(c)(3) intermediaries, all building out the delivery infrastructure for community-level AI literacy.

    Cousin’s Take

    The organizations positioned to be the trusted intermediary in their sector will be funded over the next 24 months. The organizations that treat AI literacy as optional, advanced, or somebody else’s job will not. The infrastructure is being built right now — the only question is who is at the table when sector decisions get made in your region.

    § Strategic Question of the Week

    Has your organization named AI literacy as a baseline expectation in its people-development plan — and if not, what is stopping you?

    The honest answer is usually: it would mean budgeting time and money for training that the org has historically expected staff to handle on their own, or do without. That is exactly the bet worth making this year.

    § Weekend Read

    DataCamp’s State of Data & AI Literacy 2026 is the single best primer on this shift — it defines the terms, cites the numbers, and is structured for a non-technical reader. Set aside 45 minutes Saturday morning. (Read it here)

    Found this useful?

    Forward this edition to one peer who runs a mission-driven organization — the conversations that come from it are how we sharpen the next week’s questions.

    Curated by Warren Wiggins · Created by Cousin Claude · Cousin’s AI Circulation, May 2026

  • Tool Time: Generation’s Free AI Upskilling for Small Business

    Weekly Dispatch · Wednesday Edition · May 13, 2026

    Tool Time: Generation’s Free AI Upskilling for Small Business

    A free, bilingual, nonprofit-delivered AI training program with a $1,000 certification scholarship attached — built by Generation, funded by the AmEx Foundation, open now.

    § Tool Time

    The Tool: AI Upskilling for Small Business

    This week’s tool is a free, structured AI training program built by the nonprofit Generation and funded by the American Express Foundation — launched May 6 and now open to enrollment worldwide (Business Wire, Generation). The program is delivered online, available in English and Spanish, and structured into three role-based learning tracks: AI Generalist, Digital Marketing, and Digital Customer Success (PYMNTS).

    What makes this notable is the nonprofit delivering it. Generation has placed over 120,000 learners into stable careers across 17 countries since 2014, with a track record focused on workers facing systemic barriers — career-switchers, the long-term unemployed, recent immigrants, and people without four-year degrees. This is not a marketing-funnel “free course.” It is a workforce-development program from an organization that built its reputation on outcomes.

    Paired with the program is the Smart Futures for Small Business Scholarship — administered by Scholarship America, funded by the AmEx Foundation, providing up to $1,000 per eligible US participant to pursue AI certification programs after completing the free coursework (Fintech InShorts).

    § Who It’s For

    Nonprofits

    This program is built for “small-business employees” — and a small nonprofit (under 50 staff) functionally is one. The AI Generalist track in particular fits front-line program staff, ops coordinators, and comms team members who are using AI day-to-day without formal training. The Digital Customer Success track maps cleanly to nonprofit client-facing roles.

    Small Businesses

    This is the obvious audience. Owner-operators of two-to-twenty-person businesses get a free, structured curriculum for themselves and their teams, with a credential at the end.

    Schools

    The hidden fit is classified staff — front-office administrators, registrars, after-school coordinators, instructional aides. They are using AI tools (often quietly, on personal accounts) without any training or governance. This program meets them where they are. Teachers, by contrast, have ASCD, ISTE, and state-funded options.

    § How To Get Started

    1. Visit Generation’s program page at generation.org and find “AI Upskilling for Small Business” in the program directory.
    2. Pick one track based on the staff member’s role. Most non-IT staff will fit AI Generalist. Comms staff fit Digital Marketing. Client-facing staff fit Digital Customer Success.
    3. Enroll — it is free. No employer paperwork; the learner enrolls directly.
    4. Block 30 minutes a day for two weeks. That cadence completes the core curriculum without disrupting work.
    5. Apply each module to a real workflow within 24 hours of finishing it. This is the single biggest predictor of whether training translates into actual capability. Pick one current task; rework it using what was just learned.
    6. If pursuing certification, apply for the Smart Futures scholarship. Up to $1,000 from the AmEx Foundation for the certificate program of the learner’s choice (Business Wire).
    7. Debrief as a team. Block 30 minutes at the end of week three: what did we change in our work because of this training? Document the answer. That document is your “case for AI investment” the next time your board asks.

    Cousin’s Take — Honest Assessment

    The good: Generation is the real thing. Corporate-philanthropy training programs usually fail one of three tests — the curriculum is shallow, the delivery is sterile, or the outcome data is invented. Generation passes all three. The program is also genuinely free (no upsell), genuinely bilingual (English + Spanish), and pairs with cash scholarships if learners want credentials. This is rare.

    The honest caveat: The program is built for breadth, not depth. The AI Generalist track will teach a staff member what AI is, how to write a usable prompt, and how to spot a hallucination. It will not turn anyone into an AI engineer or a prompt expert. Treat it as the first training a staff member completes, not the only one.

    The strategic note: If your organization is one of the 47% of nonprofits without a written AI governance policy, do not enroll a single person until that one-page note is written. Otherwise you will have well-trained staff using AI tools without organizational guardrails — which is worse than untrained staff who are still afraid of the tools.

    What’s the question on your team?

    Hit reply or comment on the post with the specific AI question your team is wrestling with right now. I read every one, and the patterns will shape next month’s editions.

    Curated by Warren Wiggins · Created by Cousin Claude · Cousin’s AI Circulation, May 2026

  • Corporate Philanthropy Just Built the AI Workforce Playbook Nonprofits Wanted

    Weekly Dispatch · Monday Edition · May 11, 2026

    Corporate Philanthropy Just Built the AI Workforce Playbook Nonprofits Wanted

    American Express quietly built the workforce-AI playbook nonprofits have been asking for — funded by a corporate foundation, executed by two 501(c)(3) intermediaries, pointed at small-business workers.

    § The Big Story

    American Express Quietly Built the Workforce-AI Playbook Nonprofits Have Been Asking For

    While the headlines last week chased the latest layoff numbers, American Express moved in a different direction. On May 6, AmEx announced two new programs that fund AI training for small-business workforces — and they routed the money through two established workforce nonprofits, not through the corporate brand directly (Business Wire, PYMNTS).

    Program one: AI Upskilling for Small Business, built with the nonprofit Generation — a global workforce-training organization with a 15-year track record of placing under-served workers into stable careers. The program is free, available globally, offered in English and Spanish, and structured into three role-based tracks: AI Generalist, Digital Marketing, and Digital Customer Success (Joplin Globe).

    Program two: Smart Futures for Small Business Scholarships, administered by Scholarship America. The American Express Foundation is funding up to $1,000 per US participant for AI certification programs (Fintech InShorts).

    The structure is the story. Both programs are funded by a corporate foundation, executed by experienced 501(c)(3) intermediaries, and pointed at small-business workforces — the exact population most nonprofit workforce-development programs serve.

    Cousin’s Take

    Two weeks ago we wrote that “Big employer + organized labor + 501(c)(3) intermediary + AI curriculum” was the model worth studying after the NABTU-Microsoft announcement. AmEx just published the corporate-philanthropy version of the same playbook. If you run a workforce nonprofit, a small-business support organization, or a community-college continuing-ed program, the right question this week is not “should we apply for an AmEx grant” — it is “what does the intermediary role look like in our sector, and are we positioned to be it?” The orgs that get funded over the next 24 months will be the ones that look like Generation and Scholarship America: credible, sector-specific, ready to deliver. That preparation work is May work.

    § Policy Watch

    U.S. Department of Education Moves to Prioritize AI in Federal Education Grants

    Secretary of Education Linda McMahon announced on May 7 that the Department is proposing a new supplemental grantmaking priority for advancing AI in education — meaning grant applications that incorporate AI integration will receive preferred consideration across multiple competitive programs (U.S. Department of Education, K-12 Dive).

    The priority targets four areas: integrating AI literacy into teaching practices, expanding K-12 AI and computer-science education, supporting professional development for educators, and using AI to personalize learning. The move follows the April 23 Executive Order titled “Advancing AI Education for American Youth” and a “Dear Colleague” letter to existing grantees telling them they may use federal funds for AI work.

    Cousin’s Take

    Read the implication carefully. Existing federal grantees — many of them schools, districts, and education nonprofits — have just been told that AI-aligned project design will be advantaged in future competitive cycles. If your organization receives or is preparing federal education funding, the grant narrative section that asks “How does this project advance the priorities of the Department?” now has a new acceptable answer. That’s not a small thing. Update your boilerplate this month.

    § Adoption Gap

    Nonprofit AI Adoption Hits 92% — But Only 7% Report Major Impact

    A new report tracking nonprofit AI adoption found that 92% of nonprofits are now using AI in some form, but only 7% report it has made a major impact on their operations or mission (NonProfit PRO). Roughly half of nonprofits report having no formal AI governance policy at all.

    The pattern is familiar — adoption far outpaces strategy. Staff are pasting donor data into ChatGPT, writing grant drafts in Claude, and generating social copy in Canva, but the org has not decided where the guardrails sit, who reviews AI output before it reaches a funder, or whether using a particular tool with client data is acceptable.

    Cousin’s Take

    The 92% number is honest. So is the 7%. Most nonprofits adopted AI the way they adopt every tool — one staff member tried it, told a colleague, and a year later half the office is using it. That works until it doesn’t. The fastest way to move from the 92% into the 7% is not buying a new tool; it is writing a one-page governance note that names what’s allowed, what isn’t, and who decides. We put a template in this week’s Practical Tip.

    § Practical Tip of the Week

    Write a One-Page AI Governance Note in 15 Minutes

    This week, open a blank doc and answer four questions for your team. (1) What data should never go into a public AI tool? Specifically name the categories — donor records, client case notes, board materials, HR files. (2) Which tools are approved for general work? Name them — ChatGPT, Claude, Gemini, Copilot, your fundraising platform’s built-in AI. (3) Who reviews AI-drafted external content before it goes out? Name the person, not the role. (4) Where do staff go with questions? Name a Slack channel, a person, or a 15-minute monthly office hour.

    That document is your governance policy. It will not survive a SOC 2 audit, but it is infinitely more than 47% of nonprofits currently have (NonProfit PRO). Ship it Friday.

    § By The Numbers

    92% / 7%

    Share of nonprofits using AI / share reporting major impact (NonProfit PRO 2026)

    $1,000

    Max per-participant AmEx Foundation scholarship for AI certification (Business Wire)

    82%

    Share of small businesses using AI that grew their workforce in 2025 (US Chamber CO–)

    Need a thinking partner this month?

    I’m running free 20-minute strategy sessions this month for nonprofit, school, and small-business leaders thinking through their AI-and-workforce question. Bring the question. Leave with a starting point.

    Schedule a Strategy Session

    Curated by Warren Wiggins · Created by Cousin Claude · Cousin’s AI Circulation, May 2026