Plain-language guide for club leaders

What is AI governance for a private club?

AI governance simply means deciding which tools staff may use, what information must stay out, who reviews AI-assisted work and who approves a new use.

Evan Sherwood, CCM, CCEUpdated October 10, 20268-minute read

Why clubs need clear AI rules now

AI is already entering club operations through staff habits, vendor features and leadership questions. Without shared rules, each department may make its own assumptions about acceptable tools, confidential information and how closely work should be reviewed.

Start by seeing what is already happening, naming who is responsible and giving staff clear rules. Then teach people how to use approved tools on work they can check.

What clear AI rules include

Who is responsible

One executive owns the overall direction. Each approved use also has a staff member responsible for the work, review and result.

Approved tools

Staff know which accounts and features are approved, conditional or prohibited—and who may authorize a new one.

Information limits

Staff know what information may be used, what must stay out and when redaction or specialist advice is required.

Staff review

Check facts, figures, tone and sensitive information before using or sharing AI-assisted work. A named person remains responsible for the result.

Tool and vendor review

Review the plan’s data terms, sharing settings, access permissions and fit with existing systems with the club’s IT provider. Keep club accounts under club control.

Staff guidance and a place for questions

Teach staff to give clear instructions, use approved examples, check outputs and report mistakes or unexpected disclosures. Keep a named contact available for questions.

The House Standard: clear rules and practical training

Policy, setup guidance, staff training and review work together. House & Roster brings them into one Club AI Setup & Training engagement.

01

Policy

Create an AI use policy and a short staff guide covering approved tools, information limits, human review and a clear place for questions.

02

Setup

Choose one workplace environment. Work with the club’s IT provider on club-owned accounts, access, sharing settings and staff onboarding.

03

Training

Practice three useful, repeatable club tasks. Teach staff to write clear prompts, check responses and save approved instructions for reuse.

04

Review

Check early results with the team and clarify guidance. Optional reviews and refresher training can follow as tools, staff or club needs change.

Before staff begin: confirm the approved environment, allowed information, review requirements and who can help with questions or mistakes.

Where professional judgment remains essential

  • Club decisions stay with people. AI can assist with drafts and summaries; the club’s leaders remain responsible for decisions, policies and the final work.
  • Risk still requires attention. Clear rules and training help reduce avoidable mistakes. They do not guarantee that a tool or task is risk-free.
  • Your specialists keep their roles. The club’s IT provider handles technical controls. Counsel and other specialists review final policies and questions within their expertise.
  • Member service stays personal. Staff review external messages and handle sensitive member matters directly.

Putting the rules to work

  1. 1

    Confirm the starting point

    Identify current tools and staff habits, name a club lead and choose a few repeatable tasks worth improving.

  2. 2

    Approve the policy and environment

    Agree on allowed information and human review. Coordinate workplace accounts and settings with the club’s IT provider before staff begin.

  3. 3

    Train on everyday club work

    Practice clear prompts and output review using approved examples, such as member notices, meeting action lists and departmental checklists.

  4. 4

    Review results and reinforce habits

    Follow up with the team, compare early work with the previous process and clarify guidance. Agree who will keep rules and training current.

Standards and sources

The House Standard draws on the voluntary NIST AI Risk Management Framework, the NIST Generative AI Profile and Federal Trade Commission information-protection guidance. These sources inform the work; they do not represent certification, guaranteed compliance or legal advice.

A practical next step

Help your team use AI with confidence.

Club AI Setup & Training combines usable policy, guidance with your IT provider, practical prompting and staff review. One defined engagement helps your team build habits it can use every day.

Discuss Your Club’s AI Setup