OfinTech Desk: an open-source AI workspace for finance where every number has a source

Description and use

<p>Most "AI for finance" demos have the same flaw: the model writes a confident paragraph full of numbers, and nobody can tell which of them came from the ledger and which the model made up.</p> <p><strong><a href="https://github.com/OfinTech/ofinTech-Dask" rel="noopener noreferrer">OfinTech Desk</a></strong> is our answer to that, and as of <strong>v1.0.0 (27 Oct 2026)</strong> it is fully open source under <strong>Apache-2.0</strong>. It's a desktop app (plus an optional self-hosted Team Server) that reads your ledger, spreadsheets, documents and inbox, does the arithmetic <em>in code</em>,

Problem

<p>Most "AI for finance" demos have the same flaw: the model writes a confident paragraph full of numbers, and nobody can tell which of them came from the ledger and which the model made up.</p> <p><strong><a href="https://github.com/OfinTech/ofinTech-Dask" rel="noopener noreferrer">OfinTech Desk</a></strong> is our answer to that, and as of <strong>v1.0.0 (27 Oct 2026)</strong> it is fully open source under <strong>Apache-2.0</strong>. It's a desktop app (plus an optional self-hosted Team Server) that reads your ledger, spreadsheets, documents and inbox, does the arithmetic <em>in code</em>,

Outcome

<p>Most "AI for finance" demos have the same flaw: the model writes a confident paragraph full of numbers, and nobody can tell which of them came from the ledger and which the model made up.</p> <p><strong><a href="https://github.com/OfinTech/ofinTech-Dask" rel="noopener noreferrer">OfinTech Desk</a></strong> is our answer to that, and as of <strong>v1.0.0 (27 Oct 2026)</strong> it is fully open source under <strong>Apache-2.0</strong>. It's a desktop app (plus an optional self-hosted Team Server) that reads your ledger, spreadsheets, documents and inbox, does the arithmetic <em>in code</em>,

Evidence

OfinTech Desk: an open-source AI workspace for finance where every number has a source

Source