Vision & roadmapUpdated October 2026
Financial data that keeps its explanation.
Fiaris turns public company filings into data you can trust and question. Investors and their AI agents get each number as reported, together with the note and the text that explain it.
- As reportedEvery statement exactly as the company printed it, with ten years of history.
- ExplainedEvery figure opens its footnote and the management discussion behind it.
- For people and agentsThe same verified answers on the web, and later through an API and MCP.
What is live, and what comes next.
Four stages, in order of priority. We release each step when it passes our checks, not on a fixed date.
Available on fiaris.com today.
- 01Annual statements, as reported10-K statements for 201 US companies.
- 02Notes and MD&A on every figureWith a link to the exact paragraph on SEC.gov.
- 03Segments, ratios and Excel copyRatios calculated only from printed figures.
- 04Daily share pricesEnd-of-day prices, adjusted for splits.
- 05Company briefsA short summary of each latest annual report.
Your model, next to what really happened.
Fiaris Model is the product the roadmap leads to. You model a company, and Fiaris shows how often comparable companies reached the same numbers, including the ones that did not survive.
- RevenueNote
- Gross profitNote
- Operating incomeNote
- Free cash flowNote
Illustrative interface. Shapes only, no company data.
The filing is the record. We only change its shape.
These rules apply to every page, every export and every answer an agent receives.
- 01As reported
Labels, order and units stay exactly as the company printed them. We never rename a line or invent a note.
- 02Every number has its source
A figure links to its footnote and MD&A passage only when the filing proves the link.
- 03Primary sources
SEC filings and official public series, processed by our own pipeline, each with a path back to the document.
- 04Derived means labelled
Anything we calculate, such as a derived fourth quarter or a market index, is marked as calculated by Fiaris.
- 05Gaps stay visible
A filing we cannot verify is shown as missing. It never becomes a zero or an estimate.
- 06History is kept
Amendments and restatements stay linked to the original filing, so you see what changed and when.
Today, you choose between price, accuracy and context.
Each option on the market solves one part of the problem and gives up another.
We built the tool we needed.
Fiaris started while we were setting up a private investment fund. Every valuation began the same way: copy each number from each annual report into a spreadsheet, then go back to the document to find out why it moved.
A small script that pulled the reported facts into Excel made the real problem clear. The numbers were the easy part. Everything that explained them was locked in documents. We set the fund aside to build this instead.
Need to talk?
Questions about the data, a partnership or investing in Fiaris? Write to either of us directly.
- Tomás ZamoranoCo-foundertzamorano@fiaris.com
- Pablo SaavedraCo-founderpsaavedra@fiaris.com
Santiago, Chile · building for investors in US markets
Tell us what to build first.
Your feedback sets the order of the roadmap. Write to support@fiaris.com.