01 Capture
Every meaningful change, recorded.
Provenance lives inside Excel and PowerPoint. Each version keeps the author, the reason, and the exact state of the file.

Review models in 15 minutes instead of two hours. Provenance shows you every material change, its downstream impact, and what needs your attention before the model goes out.
Provenance turns model review from hours of cell-by-cell checking into a five-minute review of only what matters. Every version in one place, every change checked, and a review of only the short list that needs a decision.
As mentioned in
Provenance has been covered by Fortune Turkey, Habertürk, Capital, Para Dergi, Ekonomim, Webrazzi, and others.
Why Provenance
Not a general-purpose assistant pointed at finance. Provenance is built for deal teams that review their own models and do not have a dedicated model-review function sitting behind them.
01
The hard part of adopting AI in finance is not producing the work, it is trusting it. Provenance checks the output against the model and the data room, and records whether a person or a machine made each change, so AI-assisted work can go into a pack with evidence behind it.
02
Provenance reads formulas, precedents, and dependents — not a flattened text version of your workbook. It compares two files the way a reviewer would, cell by cell, and reports only what actually moved.
03
The matching engine makes zero model calls. Figures are resolved by rule, not by guess, and a person signs off on every match. When a source does not line up, the engine says so instead of inventing an answer.
04
The record starts in the workbook. Our Excel and PowerPoint add-ins capture each version with its author and reason attached, so nobody has to remember to update a change log tab.
05
Click any cell and the receipt opens against the exact document and page it came from. Decks, CIMs, and models stay tied to the same set of figures across the whole deal.
06
Per-deal access barriers, tenant isolation, and encryption in transit and at rest. Controls are monitored continuously and published in a live trust center rather than described in a brochure.
The product
01 Capture
Provenance lives inside Excel and PowerPoint. Each version keeps the author, the reason, and the exact state of the file.

02 Understand
The redline traces a changed driver through valuation, cash flow, and every output it touches.

03 Compare
Base and current sit side by side with every changed assumption called out.

The attribution engine
We make every cell traceable, and every source traces back, down to the page. When a match does not line up, the engine tells you instead of guessing.
Matched on
8 / 8
0
model calls in the matching engine. A person signs off on every match.
The attribution flow, captured from the product — click a step to jump.
Excel add-in
Provenance sits beside the model. It flags what looks wrong, shows exactly what changed since the last version, and saves that version with the reason attached — without leaving Excel.
Decks and CIMs
Numbers leave the building in a deck, not in a workbook, and the deck is rebuilt far more often than the model behind it. Provenance versions PowerPoint the same way it versions Excel.
Text, numbers, formatting, and the data behind every chart. See exactly what moved between the draft that went out on Tuesday and the one sitting in front of the committee.
Every thread, edit, and resolution is kept against the slide it belongs to, so a reviewer’s mark-up survives the next rebuild instead of dying in an email chain.
Each number on a slide is verified against the source documents behind it. A figure that no longer matches what the data room says is flagged before the deck leaves the building.
The Assistant
The Assistant answers from your models, documents, and history — and every answer links back to the exact version it came from.
Provenance makes every financial decision searchable, traceable, and reviewable.
Find the number, open the document behind it, see who signed off.
What it costs today
Nobody budgets for chasing versions and tying out figures, but it is paid for every week. Here is what that looks like on a mid-sized team.
3,456
Hours a year
A twelve-person deal team, finding the right version, checking what changed, and working out where a number came from.
$327k
Cost of that time
What those hours cost at a fully loaded $250,000 a head, on the long weeks deal teams actually work.
5.4
Hours back, per person, weekly
At a tenfold reduction on the work this measures. Move that assumption yourself and the number moves with it.
Arithmetic on typical inputs, not a measured result from a customer.
Security
Encrypted in transit and at rest, least-privilege access with organization and project isolation, and a tamper-evident trail of every change and review decision.
“Financial models move billions, yet they live in files emailed back and forth. We built Provenance to bring structure and accountability to the most important spreadsheets in the world.”
Tuna Uskudar
Founder & CEO, Provenance