The AI Footnote

Short notes on AI risk in UK accounting

A weekly Wednesday series from Andreea Anca, founder of Norvanta and creator of Lexendo. Peer-to-peer notes for partners and practice owners on where AI risk intersects with insurance, cyber, AML, and audit.

Series 1: AI Risk · Post 3 of 4
3 June 2026·3 min read

What your AI tool does with everything it reads

Imagine you hired someone last month. Frighteningly fast. They read every document that comes into the firm before you've finished your coffee. They never get a bad feeling about a file. They believe everything they read, and then they act on it. Your new hire? AI.

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Series 1: AI Risk · Post 2 of 4
27 May 2026·3 min read

When the document tells the AI what to do

A boutique firm's AI assistant follows a hidden instruction in a client spreadsheet and emails the firm's master contact list to the sender. The breach is found nine days later. The ICO clock starts. This is what indirect prompt injection looks like when the AI is allowed to act.

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Series 1: AI Risk · Post 1 of 4
20 May 2026·3 min read

The AI risk your PI insurer hasn't asked about yet

A PDF with hidden text told an AI assistant to misclassify supplier payments. The accountant signed off. Months later, HMRC opens a review. Read your PI renewal form. Look for a question about prompt injection. You will not find one.

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