The right approach is to alert on behavior that falls outside what an AI agent like ChatGPT, Gemini, Perplexity and more, normally does or outside what it was ever permitted to do. Static rules alone miss this, because an action can look routine until it is compared against the agent's baseline.
The miniOrange Shopify AI Agent Governance solution is built to catch exactly this. It continuously monitors AI agent activity across your store, compares each action against baseline operational patterns, and flags behavior that is unusual, out of scope, or policy-violating. It can also surface potential AI hallucinations, where an agent acts on incorrect assumptions.
Key activities it will alert you to include:
- Out-of-scope actions, such as editing pricing or deleting products when the agent was only meant to read them.
- Volume spikes or off-hours activity, like requesting hundreds of customer profiles in seconds or acting from an unexpected location.
- Sensitive data access the agent does not need, including customer or payment records.
- High-impact or manipulated operations, such as bulk discounts, refunds, and inventory changes, or actions driven by prompt injection.
When something suspicious is detected, real-time alerts can reach your team, paired with governance controls that let you enforce policies and isolate an agent's access when needed.
This gives you oversight of autonomous AI agents specifically, complementing access management for human developers and behavioral monitoring across your other Shopify actors.
For further assistance with Shopify AI Agent Governance get in touch with us today.
