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Notes on AI in finance operations.

For the people who own payables.

Start hereYour team already asks ChatGPT about invoicesWhy a chatbot gets your invoice questions wrongYou are deciding whether AI may touch payablesWhat to check before AI touches accounts payableYou are ready to try it on your own booksWhat Augustine needs to get started: a QuickBooks or Xero export and two hoursYou are comparing it with Palantir FoundrySableAlpha vs Palantir Foundry for mid-size companies

Why a chatbot gets your invoice questions wrong

September 18, 2026 · 5 min read

A language model knows language. It has never seen your ledger. What goes wrong when a finance team asks it about an invoice, and what changes when the answer is checked against the books.

Read the note

Recent notes.

  • September 18, 2026 · 5 min read

    What to check before AI touches accounts payable

  • September 18, 2026 · 4 min read

    What Augustine needs to get started: a QuickBooks or Xero export and two hours

  • September 18, 2026 · 5 min read

    SableAlpha vs Palantir Foundry for mid-size companies

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SableAlpha provides software that checks a company's payments against its own records and keeps the record of every check and approval. Augustine's outputs, including its findings and payment checks, are provided for informational purposes only, they are not guarantees of outcomes, and your organization retains sole responsibility for its decisions, payments and postings. SableAlpha is not affiliated with any other company or token using a similar name.

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