Cousin's AI Circulation

Tag: AI tools

  • 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

  • OpenAI Workspace Agents: A Real Test for Real Teams (Free Until May 6)

    Weekly Dispatch · Wednesday Edition · April 29, 2026

    OpenAI Workspace Agents: A Real Test for Real Teams

    A short, honest walkthrough of OpenAI’s new Workspace Agents — what they actually do, who they help, and how to run a real test before the free preview ends next Wednesday.

    § Tool Time

    The Tool: OpenAI Workspace Agents

    OpenAI launched Workspace Agents in research preview on April 22, 2026 — its enterprise answer to custom GPTs, built specifically for shared, repeatable, multi-step team workflows. The pitch is simple: instead of one person prompting ChatGPT in a private window, your whole team builds an agent together, points it at the apps you already use, and it runs that workflow on a schedule or trigger — even when no one is online (OpenAI announcement, VentureBeat).

    The technical reality: Workspace Agents are powered by Codex, run in the cloud, persist across tasks, and connect to 60+ third-party services including Slack, Google Drive, Microsoft 365, Salesforce, and Notion. They are available in ChatGPT Business, Enterprise, Edu, and Teachers plans. They are free to use until May 6, 2026, then move to credit-based pricing (SiliconANGLE). That gives you exactly one work week to test.

    § Who It’s For

    Three Use Cases Worth Building This Week

    Nonprofits. Build a Friday grant-tracker agent: it scans funder RSS feeds, pulls new opportunities into a shared doc, cross-references your grant calendar in Notion, and posts a digest to a Slack channel before close of business. Your development director walks into Monday with a curated list, not an inbox.

    Small businesses. Build a customer-FAQ agent: it reads your knowledge base in Google Drive, watches Gmail for incoming questions, drafts a reply in your tone, and queues it for review. You handle exceptions and approve sends — the agent handles the 60% of questions that are routine.

    Schools. Build a parent-communication agent: it reads district news in Notion, pulls school-specific updates from your shared drive, and produces a draft weekly email in the principal’s voice for human review before it goes out. The principal edits and sends; the agent does the assembly.

    In all three cases, the agent doesn’t replace the person. It removes the assembly tax that eats the most time.

    § How To Get Started

    An Eight-Step Test, In Under An Hour

    1. Confirm your plan. Workspace Agents are only available in ChatGPT Business, Enterprise, Edu, or Teachers. If you’re on a personal Plus plan, you don’t have access yet.
    2. Pick one boring, recurring workflow. Not your most important task — your most repetitive one. Weekly newsletter assembly, intake-form triage, meeting-notes-to-action-items. Boring is good. Boring is testable.
    3. Open ChatGPT, click “Agents” in the sidebar. Describe the workflow in plain language. ChatGPT walks you through turning the description into an agent.
    4. Connect only the tools you need. Don’t connect production-critical apps on day one. Start with a sandbox: a test Slack channel, a copy of your shared drive, a draft folder in Gmail.
    5. Define triggers and review points. Schedule the agent (e.g., “every Friday at 2pm”). Set a human review step before anything is sent or posted publicly.
    6. Run a dry session. Watch the agent execute end-to-end. Catch the places it overreaches or misses.
    7. Tighten the system prompt. Add the constraints, voice rules, and “do not do this” guardrails the dry run revealed.
    8. Decide before May 6. When the free preview ends, you’ll be on credit-based pricing. Decide whether this agent earned a budget line, or whether the experiment taught you what to look for in a different tool.

    Cousin’s Take

    Two honest assessments. First — the upside: Workspace Agents are real progress on the problem nonprofit and small-business teams have been quietly drowning in. The 4% of organizations with documented, repeatable AI workflows have a measurable advantage right now (2026 Nonprofit AI Adoption Report), and tools like this lower the cost of joining that 4%. If you’ve been doing one-off prompting, this is your invitation to graduate to shared, durable systems.

    Second — the caveat: it’s labeled “research preview” for a reason. Permissions, connector reliability, voice drift, and edge-case handling will all need attention. Don’t put a Workspace Agent on the critical path of anything time-sensitive in week one. Use the next nine days to learn the tool, not to ship a production system. The teams that win with agentic AI in 2026 won’t be the ones who deploy fastest — they’ll be the ones who pick the right boring workflow first and learn the failure modes before they matter.

    The Takeaway

    If you build something this week, I want to hear about it. Reply to this post with what you tried, what worked, and what broke. Cousin’s AI Circulation runs on real-world reports from real organizations — and the next edition is built on what readers learn this week.

    Want a thinking partner before you build?

    Free 20-minute strategy session — bring your workflow, leave with a starting point. Schedule here or reply to this post.

    Curated by Warren Wiggins · Created by Cousin Claude · Cousin’s AI Circulation, April 2026 · Astute Intelligence — Do More of What Matters.

  • NotebookLM 2026: The AI Research Tool Mission-Driven Teams Need

    Weekly Dispatch · Wednesday Edition · April 22, 2026

    NotebookLM Is the Quiet AI Tool Your Team Has Been Waiting For

    Google’s grounded-AI research tool just got Cinematic Video Overviews, ten new infographic styles, and AI-generated slide decks — and it still cites every answer back to your own documents.

    § Tool Time

    NotebookLM: Google’s AI Research Partner, Now Significantly Upgraded

    NotebookLM is Google’s AI-powered research and synthesis tool, and it just got a significant upgrade. In its April 2026 update, Google rolled out Cinematic Video Overviews, ten new infographic styles (from Sketch Note to Editorial to Scientific), AI-generated slide decks with revision controls, and expanded capabilities for Education Plus users — all on top of its already-strong Audio Overview and Chat features.

    Here’s what makes it different from ChatGPT or Claude: you feed NotebookLM your sources — PDFs, Google Docs, websites, YouTube videos, audio recordings (up to 50 on the free tier) — and it becomes an expert only on your material. Every answer cites back to the documents you uploaded. Ask it a question about a 200-page report, and it tells you exactly which pages it pulled the answer from. For mission-driven teams drowning in grant reports, policy documents, program evaluations, and board materials, this is a genuine superpower.

    § Who It’s For

    Three Audiences, Three Use Cases

    Nonprofits

    Upload your last three grant reports and ask NotebookLM to find the themes funders responded to. Drop in a 120-page program evaluation and generate an audio summary your board can listen to on a drive. Pull together all your policies, procedures, and training docs in one notebook and turn onboarding from a scramble into a self-serve experience.

    Small Businesses

    Feed it customer feedback, competitor websites, and industry reports, and ask it to identify patterns you missed. Upload your SOPs and generate an internal training video. Turn compliance documents into an FAQ your team can actually read.

    Schools & Educators

    Upload lesson materials and let NotebookLM generate study guides, flashcards, and quizzes. Create student-friendly infographics from dense research papers. Teachers can build a notebook per unit that students can query when they’re stuck — grounded only in approved course material, not the open internet.

    § How To Get Started

    Up and Running in Under 30 Minutes

    1. Go to notebooklm.google.com and sign in with a Google account. The free tier is plenty to start. If you have Google Workspace for Nonprofits, you may already have enhanced access at no cost.
    2. Create a new notebook and name it for the project (e.g., “2026 Donor Strategy” or “Fall Curriculum Review”).
    3. Upload your sources — PDFs, Google Docs, websites, YouTube links, or audio files. The free tier allows up to 50 sources per notebook.
    4. Start with a briefing document. Click “Generate” and choose “Briefing Doc” to get an orientation summary.
    5. Try an Audio Overview or new Cinematic Video Overview. Great for turning dense material into something you can share with a board, a team, or a parent community.
    6. Use Chat to interrogate the material. Ask specific questions. “What are the top three concerns our last 20 donors raised?” “Summarize the enrollment trends in this report.” Every answer will cite its sources.
    7. Export what you need. Save briefing docs, audio files, slide decks, or infographics. Share with your team.

    Cousin’s Take — Honest Assessment

    Let me be real with you. NotebookLM is one of the most underrated AI tools in the ecosystem right now, and it’s especially valuable for mission-driven orgs.

    Most AI tools have one big weakness — they’re confident about everything, even when they’re wrong. NotebookLM solves that by refusing to answer from general knowledge. Everything it says is tied back to the specific documents you gave it. That’s huge for nonprofits, schools, and regulated small businesses where “the AI made something up” is a real risk you can’t afford.

    Now the catch. The free tier has daily limits on audio/video generation, and like any AI, it can still miss nuance in emotionally complex or technically dense material — so always review before you publish or present. It’s also not a replacement for your own analysis on high-stakes decisions. Think of NotebookLM as your fastest, most thorough research assistant — not your decision-maker.

    If your team is drowning in reports and you have an hour this week to set up one notebook, this is the tool I’d start with.

    Ready to Evaluate AI Tools For Your Organization?

    Download The Mission-Driven Org AI Audit — a free guide to assessment, implementation, and measuring impact. Get it here.

    Curated by Warren Wiggins · Created by Cousin Claude · Cousin’s AI Circulation, April 2026 · Astute Intelligence — Do More of What Matters.

  • Tool Time: Google NotebookLM for Your Organization

    Tool Time: Google NotebookLM for Your Organization

    Tool Time — Wednesday, April 15, 2026

    Curated by Warren Wiggins | Created by Cousin Claude

    The Tool: Google NotebookLM — Your Free AI Research Partner

    If you haven’t looked at Google NotebookLM lately, it’s time for a second look. NotebookLM is a free AI-powered research and knowledge management tool that lets you upload documents, websites, and files — then ask questions, generate summaries, create presentations, and even produce audio and video overviews from your own content. Think of it as having a research assistant who’s read everything you’ve given it and can instantly synthesize what matters.

    Google just rolled out major updates in March 2026: Cinematic Video Overviews that turn your research into animated explainer videos, ten new infographic styles (including Professional, Editorial, and Instructional), improved flashcards and quizzes with saved progress, and slide revision tools. The free tier gives you up to 100 notebooks with 500,000 words per notebook — that’s a massive amount of content to work with.

    Who It’s For

    Nonprofits

    Grant writers, this one’s for you. Upload your program data, past proposals, and funder guidelines into a notebook, then ask NotebookLM to help you draft narrative sections, identify themes across your work, or summarize outcomes data. It’s also powerful for board prep — upload your strategic plan, financials, and committee reports, then generate a briefing document or audio overview your board members can listen to before the meeting. And here’s the best part: NotebookLM is now included free in Google Workspace for Nonprofits for up to 2,000 users with enterprise-grade data protections.

    Small Businesses

    Upload your customer research, competitor analysis, or industry reports and let NotebookLM find the patterns you’re missing. Use the new infographic feature to create visual summaries for client presentations. The audio overview feature can turn a dense market report into a 10-minute podcast-style briefing you can listen to during your commute.

    Schools

    Teachers can upload curriculum standards, lesson plans, and student resources to create study guides, flashcards, and quizzes — all grounded in their actual teaching materials. Administrators can use it for policy research, accreditation prep, or synthesizing parent survey data. NotebookLM is now available as a core service for Google Workspace for Education, so your school may already have access.

    How To Get Started

    1. Go to notebooklm.google.com and sign in with your Google account (personal, Workspace, or Education).
    2. Create a new notebook. Give it a clear name — “Q3 Grant Research,” “Board Meeting April,” or “Competitor Analysis 2026.”
    3. Add your sources. Upload PDFs, paste website URLs, connect Google Docs or Slides, or paste text directly. You can add up to 50 sources per notebook.
    4. Start asking questions. Type natural-language questions in the chat: “What are the key themes across these grant reports?” or “Summarize the budget implications in this policy document.”
    5. Generate an Audio Overview. Click the “Audio Overview” button to create a podcast-style conversation between two AI hosts who discuss your content. Great for absorbing material during a commute or walk.
    6. Try the new visual tools. Use the “Generate” menu to create infographics, slides, or study materials from your sources. Choose from styles like Professional, Editorial, or Instructional.
    7. Create study tools. Generate flashcards or quizzes from your content — useful for staff training, onboarding materials, or student review.
    8. Share and collaborate. Notebooks can be shared with teammates (on Workspace plans), so your whole team can query the same knowledge base.

    Cousin’s Take

    NotebookLM is one of the most underrated free tools available to mission-driven organizations right now. It’s not trying to replace your expertise — it’s trying to make your expertise more accessible and actionable. The fact that it works only with content you provide (rather than pulling from the open internet) means the answers are grounded in your actual data, not hallucinated from somewhere else.

    The recent updates make it significantly more useful. Cinematic Video Overviews are genuinely impressive for turning complex research into shareable content. The infographic styles save real time if you need to visualize information for stakeholders. And the enterprise-grade privacy protections mean you can upload sensitive organizational data without worrying about it being used to train AI models.

    The catch? It’s still a Google product, so it works best within the Google ecosystem. If your organization lives in Microsoft 365, the integration won’t be as smooth. And while the free tier is generous, power users who need more than 100 notebooks will need NotebookLM Plus. But for most organizations, the free tier is more than enough to get serious value.

    Bottom line: If you have a Google account, you should have a NotebookLM notebook. Start with one project this week and see what happens.

    Until Friday…

    That’s your Tool Time for the week. NotebookLM won’t do the work for you, but it will make your work smarter. Try it with your next grant proposal, board meeting, or research project — and let me know how it goes.

    Want a practical framework for evaluating AI tools for your organization? Download “The Mission-Driven Org AI Audit” — a free guide to assessment, implementation, and measuring impact.

    Cousin’s AI Circulation — Published 3x/week (Monday, Wednesday, Friday)

    Curated by Warren Wiggins | Created by Cousin Claude

    Astute Intelligence: Do More of What Matters.