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News, guides and product updates

How invoice extraction and its checks work, what we ship and what we measure. Every change to the API, SDK and schema is also listed in the changelog.

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  • Guide1
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Announcement19 October 2026 · 2 min read

Extract invoices from Claude with the Temlavo MCP server

Connect Temlavo to Claude or another MCP client and ask in plain language: extract this invoice, does it need review, how many pages are left.

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  • Guide18 October 2026 · 5 min read

    How to validate extracted invoice totals: rounding, tolerances and tax

    The rules I use to check that extracted invoice amounts add up: lines, subtotal, tax rounding, total tax, total and amount due, with code to copy.

    Stefanos Kaltsis
  • Benchmark18 October 2026 · 3 min read

    36 held-out real invoices: what we measured, and what we didn't

    We measured Temlavo on 36 held-out 2020 US TV-station invoices from FCC filings: the method, the numbers with their uncertainty, and what they do not show.

    Stefanos Kaltsis
  • Engineering18 October 2026 · 3 min read

    Why I built Temlavo

    Temlavo extracts invoice data and tells your code which invoices not to trust. Here is why I built it that way, and what it deliberately does not do.

    Stefanos Kaltsis
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