VeyrasFact-checking comes last, so it gets cut
Checking a 40-page draft against hundreds of pages of sources takes days nobody has before the deadline.
VeyrasEvery claim, checked against its source.
Veyras reads your draft report alongside the interviews, filings and spreadsheets behind it, and shows which statements are supported, which conflict, and which have no source at all.
A report loses trust over one wrong number.
Numbers drift
A figure is corrected in the appendix, but the old one survives in the executive summary.
The evidence trail lives in one person's head
Reviewers can't see where a claim came from without asking the author.
Every claim next to its evidence.
Veyras pulls the checkable statements out of a draft, looks for each one in the sources you give it, and shows what it found: the matching passage, a conflicting one, or nothing at all. You stay the reviewer.
- Supported by a source
- Conflicts with a source
- No source found
Illustrative example. Veyras is in development.
What we are building
Everything below is being built now. Nothing is shipped yet.
Claim extraction
In developmentSplits a draft into checkable statements: figures, dates, quotes, attributions and comparisons.
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Source matching
Finds the passage in your sources that supports each claim, with page, paragraph or cell reference.
In development -
Conflict & drift flags
Flags claims that contradict a source, or the same metric stated with different values in one document.
In development -
Review queue
Accept, dismiss or annotate each flag. Nothing in your document changes without your decision.
In development -
Evidence appendix
Export a source table for each checked claim to attach to the final deliverable.
Planned -
Team workspaces
Shared projects for small teams, with per-project file isolation and deletion on demand.
Planned Scope and wording may change while we build.
How it works
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Add your draft and its sources
Drafts and sources go in side by side. These are the planned formats.
Drafts
- DOCX
- Markdown
Sources
- DOCX
- CSV
- XLSX
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Veyras pulls out the claims
Figures, dates, quotes, attributions and comparisons become a list you can scan.
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Each claim is matched
Supported, conflicts, or no source found, with the passage shown next to the claim.
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You review and export
Accept, dismiss or annotate each flag, then export your notes and an evidence appendix.
Where it would help
Strategy consultants
Before a client readout
The deck was built over weeks from a market model, interviews and analyst notes. One last pass before it reaches the client.
Illustrative example
Slide 4 says $2.1B; the model tab says $1.8B.
Due-diligence analysts
Memo against the data room
The memo summarises hundreds of files, and the investment committee will mostly read the memo.
Illustrative example
Memo says churn fell to 3%; the cohort export shows 3.4% for the same period.
Policy researchers
A brief citing dozens of studies
Every citation has to point at the right edition, table and figure, and reviewers want to see how each was checked.
Illustrative example
Figure attributed to a 2022 survey; the cited source is the 2021 edition.
Built with Claude
Veyras uses Claude, a model made by Anthropic, through Anthropic's API, to read drafts and sources, extract claims, propose matching passages and explain flags.
It does not rewrite your report or decide what is true. It can be wrong, which is why every flag shows the passage it relied on.
How your data is being designed to work
This is the plan. The final policy will be published before the beta.
- Documents are processed only to run your checks.
- They are sent to Anthropic's API for processing.
- Anthropic's commercial terms say customer content sent through the API is not used to train its models.
- You can delete a project and its files at any time.
- No selling data. No ads.
Roadmap
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NowWe are here
Building the MVP
Extraction, matching, conflict flags and the review queue, tested on sample reports.
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Next
Private beta
A small group of early-access teams on real documents. Evidence appendix. Pricing decided.
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Later
Public launch
Open sign-up, team workspaces, published pricing and data policy.
Built by an independent founder.
Veyras is built by one person, working independently. It started from a simple frustration: a careful report can lose a reader's trust over a single number nobody re-checked.
The aim is a second reader that never gets tired, never skips the appendix and always shows where it looked.
— Founder, Veyras · founder@veyras.software
Questions
Still unsure? Email hello@veyras.software
When will Veyras launch?
There is no date yet. The MVP is being built now, a private beta comes next, and a date will be announced when it is ready.
Is it free? How much will it cost?
Pricing will be announced before launch. Nobody will be charged without agreeing to a price first.
Who is it for?
Small consulting, research and analyst teams (2–20 people) and solo analysts who write evidence-heavy client reports: strategy and market research, due diligence, policy research.
How is my data handled?
Documents are processed only to run your checks and are sent to Anthropic's API for that purpose. You will be able to delete a project and its files at any time. The details are under Built with Claude, and the final policy will be published before the beta. For this website itself, see the privacy page.
Does Veyras write or rewrite my report?
No. It reads your draft and sources and shows what it found. Nothing in your document changes without your decision.
Can I trust the flags?
Treat them as a second reader, not a verdict. A flag can be wrong, which is why each one shows the passage it relied on. You decide whether to accept or dismiss it.
Which file types will it support?
Planned: DOCX, PDF and Markdown drafts, with PDF, DOCX, CSV and XLSX sources. Scanned PDFs may come later.
How do I get early access?
Email hello@veyras.software with the subject “Early access”. Tell us what kind of reports you write and which sources you use. Replies are personal.
Have a report you'd like checked?
Tell us what you write and which sources you rely on. We are choosing the first teams for the private beta.