AI on a Shoestring: How a Small Arts Org Got Governance Right First

The situation

A small arts organisation — volunteer board, two part-time staff, and an annual turnover under $300,000 — had been watching larger organisations adopt AI tools and wondering whether it was worth their while. The answer, it turned out, was yes. But the question of how came first.

The organisation had no IT department, no policy team, and no budget for consultants. What it had was a chair who had read enough about AI governance to know that starting with tools, rather than rules, tends to end badly.

What they did

At a single board meeting, the chair tabled a one-page AI acceptable-use policy and a simple AI register — both adapted from a template available online. The policy covered three things: what staff and volunteers could use AI for (drafting, summarising, generating social copy and images), what they could not (anything involving the personal details of artists, donors, or venue contacts), and how to log what tools they were using.

The board adopted both documents at that meeting, with no significant changes. The whole discussion took twenty minutes.

With the policy in place, staff started using free-tier AI writing tools for grant applications and program notes — drafting in the tool, then reviewing and editing for voice and accuracy. A volunteer coordinator used a free-tier tool to draft the monthly volunteer roster communication, which had previously taken two hours and often went out late.

For social media copy and some image generation, the organisation subscribed to one paid tool at $30 per month — the only AI expenditure.

What it cost

The policy and register template: free, adapted from an online resource. Staff and volunteer time to set up: approximately two hours. Ongoing AI tool cost: $30 per month. There is no other AI expenditure.

What the board did

The board adopted the policy and register at a single meeting. They asked management to flag any AI-related questions or edge cases at the next meeting, and to update the register if any new tools were added.

Six months in, the register had four tools listed. The board reviewed it in ten minutes and made no changes to the policy.

The outcome

Staff estimate saving four to six hours per month on writing tasks across grant applications, program notes, and volunteer communications. The volunteer roster communication now goes out on time. Two grant applications were submitted in the last funding round that would not have been attempted without AI drafting assistance — the organisation does not know yet whether either will succeed.

No AI-related incidents have occurred. No donor, funder, or artist has raised concerns about AI use.

Lessons for directors

• A one-page policy adopted at a single meeting is infinitely better than a comprehensive policy that never gets written. Start with something minimal and update it as you learn.
• Free-tier tools are genuinely useful for small organisations. The risk is not the cost — it is the absence of rules about what data goes in. A simple policy fixes that.
• A register does not need to be sophisticated. A shared spreadsheet with four columns — tool name, what it is used for, who approved it, and date added — is enough to give a board visibility over AI use.
• Small organisations are not exempt from AI governance obligations just because they are small. A data breach involving artist or donor details is a reputational and legal risk regardless of turnover.