A practical primer for teams building AI guardrails. The structure here is the same one Elizabeth uses with executive teams and Chamber of Commerce audiences — built so a small group can draft a workable v1 policy in an afternoon, not a quarter.
"You don't need a perfect policy on day one. You need a policy."
According to Microsoft's 2024 Work Trend Index, 75% of knowledge workers are using AI at work — and over half brought their own AI tools without IT approval. The question isn't whether AI is coming to your organization. It's whether you're guiding it or ignoring it.
Three high-profile incidents make the point:
Each one was preventable with basic AI policy guardrails.
Most companies start with the top three and build out. The goal is structured, defensible decision-making — not a comprehensive document.
Define the role of AI in your organization and who this policy applies to — employees, contractors, vendors.
Which tools are approved, who approves them, what they can be used for, and what's strictly off-limits. Prevents unsanctioned experimentation.
What data can go into AI tools, what cannot, and what safeguards apply. Aligns with your existing cybersecurity practices and any regulatory requirements (GDPR, HIPAA, CCPA).
Who owns AI-generated work, whether proprietary information can be entered into AI tools, and how to avoid infringing on third-party copyrights.
When and where human review is required. No AI tool should make sensitive decisions or publish content without a human double-checking the output.
How stakeholders — clients, partners, employees — know AI is in use. Whether AI-generated content needs to be labeled. Transparency builds trust.
How AI outputs are checked against company values. How bias is monitored in hiring, marketing, customer service. How often AI decisions are audited for fairness.
Who gets trained and how often. What happens when the policy is broken. Who has the authority to revoke AI access. AI adoption is not "set it and forget it."
If you only tackle five questions today, these cover your highest-risk areas:
In a 90-minute working session, leadership teams typically leave with a working v1 policy and a named owner. Book a session to bring this to your organization.