the signal room, Women in Enterprise AI

    October 15, 2026

    Field Notes: October 15, 2026

    Personal assistants and the knowledge foundations behind useful enterprise AI.

    Adoption and governanceAI economics

    This week, the Signal Room for Women in Enterprise AI explored personal assistants and the knowledge foundations behind useful enterprise AI. We also discussed shadow AI and the security questions that arise when agents can take action. These notes preserve participant privacy under Chatham House rules.

    Questions the room worked

    Questions from the room: how to do it

    Post-session guidance. Updated October 15, 2026.

    Coming October 30

    Amanda Machan of nCino joins us Friday, October 30, at 10 a.m. PT / 1 p.m. ET. She will share PLOPs Rewired and Workforce Acceleration, including practical approaches to enterprise AI adoption. This is a session to make time for.

    Register for the Signal Room for Women in Enterprise AI

    Methods you can use

    Try this: the pilot-cost calculator

    Build a pilot-cost calculator. Let me change ticket volume, eligibility, and handling time. Show the formulas.

    1. 1.Paste this into a supported ChatGPT conversation. Select @Visualize if needed, then adjust the variables for your pilot.
    2. 2.Check the assumptions and formulas before using the output in a decision.

    What carried forward

    • Personal assistants such as Meta’s Muse and OpenAI’s dots prompted discussion about limiting access. Selected email forwarding or a separate calendar can reduce exposure. Organizational data policies still apply.
    • A common preference was Claude for writing and ChatGPT for decks and visuals. Brand-review skills can flag outdated messaging and material awaiting approval.
    • Useful enterprise AI depends on maintained knowledge. Subject matter experts should own content, with scheduled revalidation and feedback on missing answers.
    • People remain responsible for AI-assisted work. Verify numbers before sharing and follow organizational rules for sensitive data.
    • Agents need clear permissions and accountable owners. Security teams must address non-human identities and trace delegated actions.

    What to test next

    • Use your own pilot variables in the calculator. Inspect the formulas before sharing the results.

    Take the work with you

    PresentationSession deck: PowerPointRevised October 15 deck. Calculator slides include labeled screenshot placeholders.Download the deckField guideUpdated chief of staff guideOctober 18 edition preserves the governance and security guidance, with a new support-preferences supplement.Download the field guideSourceChief of staff skills packCurrent skills with governance safeguards and evaluation requirements.Open the source
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