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An AI audit for a business is an inventory plus an evidence check on every AI system in use. IBM found 92 percent of organizations hit by an AI-related breach in 2026 had no AI access controls. The inventory is where the surprise is.
AI pilots stall before production for boring reasons: no owner, no definition of done, no data path, no kill switch. CISA 1 May 2026: start low-risk. NIST AI RMF: Govern, Map, Measure, Manage.
AI agent governance fails when you approve each click and miss the path. Five in-policy refunds can still empty the drawer. Store intent, cap the run, gate pay/send/delete.
MCP security for a small business is a supply chain. Microsoft June 2026: poisoned tool descriptions can steer an agent while every click looks routine. Pin, read the description, no standing shell.
On 1 May 2026 CISA and allies published agentic AI guidance. For a small business: one low-risk job, its own login, tiny permissions, a person on pay and deletes, and a kill switch.
A non-human identity for an AI agent is a unique login for the agent itself, not a copy of yours. NIST 2026: own identifier, credentials, entitlements. If it uses your password, that is impersonation.
The skills gap is the number one barrier to AI adoption — cited by 63% of employers globally. But closing it doesn't require a six-figure training contract.
Ask any AI how to improve your product and you'll get twenty good ideas. That's the problem — good ideas without a filter become scope creep with a veneer of intelligence.
51% of small business owners describe themselves as AI explorers — testing tools without measuring results. Here's how to audit what's working and what's just noise.
