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AI that reads your workbooks like code, not text.

Excel isn't text — it's logic spread across sheets, formulas, and dependencies. Generic AI tools miss most of it and fill in the rest with guesses. Watch how Coherent Studio reasons over a single workbook, and how Projects applies that same intelligence across hundreds.

Reading Excel the Way It's Actually Written

Adam Reynolds from our Product team shows how Coherent's AI-powered analysis features work on a single workbook in Studio, scales across hundreds with Projects, and gives your team governed, evidenced answers instead of a black box.

Structured context, not raw files — The agent pulls calculation graphs, dependencies, VBA, and Power Query on demand, instead of guessing from a dumped workbook.
Local-first processing — Files stay in your browser; only the slice needed to answer your question is ever sent.
Built on Spark's foundation — The same decompilation approach that turns Excel into production APIs.
Built for EUC assessments, change logs, and variance analysis — With Coherent Projects, apply one set of AI instructions consistently across hundreds of workbooks. Auditable, shareable, and repeatable.
You already trust Coherent with your Excel logic. Studio is where you see what our AI does with it, on your own workbook, in your own browser. Open, local, and ready whenever you are.

Your workbooks are running the business. Make sure you can prove it.

Every model in your estate makes decisions someone will have to defend. Coherent gives your team a repeatable, evidenced way to govern that work at scale — across one workbook, or every workbook that matters.