How it works
How Verazyn works — in plain language
Some parts of your work are not optional. A contract has to contain certain clauses. Marketing cannot promise something the product does not do. Code has to meet the standard your team agreed on. Verazyn calls these rules. Right now most of them live in people's heads and in documents nobody re-reads, so whoever relies on the work simply has to trust it. Verazyn works alongside the people and tools you already have: it finds the rules that apply, checks the work against them, helps fix what does not match, and keeps the evidence of what it found. Nothing goes out unchecked — whether a person, a system, or an AI produced it.
Verazyn rides alongside whatever you already use to do the work — it is not the thing that does your job for you.
How it works
You set the rules. Verazyn checks the work. You keep the proof.
- 1. Set your rules
Author your standing rules once — or import the ones you already keep in files. No version-control system required; Verazyn keeps its own change history.
A rule is a clear expectation the work must meet — for example, ‘customer-facing figures must name their source.’ Verazyn checks that expectation and shows the evidence.
- 2. Retrieve what's relevant
As you work, Verazyn brings the rules that apply to what you're doing to hand — and to any AI you use — so the right standards are always in reach.
- 3. Check the output
Fixed checks give a clear pass or fail, because they answer the same way every time; judgment checks add a senior-reviewer lens. If a check can't run, the result is marked Unverified — an honest state, never a silent pass.
- 4. Repair or review
A fix can be applied, proposed for you to accept, or routed to a person to decide — you choose who applies the fix.
- 5. Carry the proof
Every piece of work Verazyn checks gets a trust passport: what was checked, the versions, the verdicts, and whether it's safe to move forward.
Memory of the rules
In progressThe standing rules of your work are checked and enforced wherever the work comes from.
Memory of the work itself
In progressKnown Work / Project Memory keeps a persistent memory of what already exists, so nobody — person or assistant — rebuilds or contradicts it.
What Verazyn is — and is not
Think of Verazyn as a controller you hire to watch one defined part of your work. It does not do the work, and it does not manage the people who do. It watches what they produce, checks it against the rules you set, says clearly when something does not line up, and keeps the proof. You stay accountable — Verazyn makes what happened checkable.
Today it checks written work: documents, code, messages, reports — whoever or whatever produced them, a person, a system, or an AI.
It is designed to widen from there to the other things a company has to trust: transactions, contracts, metrics, identity changes, records, support cases, files, security events, and human attestations. Those are designed and documented, not built yet — the features page marks what is ready.
It is not the AI itself. What it checks is the work, not the thing that produced it.
It is not a replacement for human review — it makes human review faster and better-evidenced.
It does not guarantee complete adherence — it makes adherence checkable and every gap visible.
It is not a compliance/GRC platform — it maps evidence toward frameworks, it does not certify you.
Ready to see it on your own work?
Bring your own model key and run your first verification, free.
What this covers
Every capability on this page, each with its current status.
Activation & first-run experience
In progressSigning in, setting Verazyn up on your own machine, and connecting to a shared workspace when you are ready.
Learn more→Project hierarchy (Organization → Workspace → Project)
In progressThe organization, workspace and project structure that everything else in Verazyn is filed under.
Auto rule generation (verazyn init)
PlannedReads a project's own files and existing settings, then suggests rules it can show evidence for — none of which take effect until a person approves them.
Learn more→Selective retrieval (deterministic + embeddings)
In progressPicks out only the rules that matter for what is being checked, within a set budget, so no check is ever sent everything.
Learn more→Deterministic verification
In progressChecks that reach an answer without asking an AI anything, so they give the same result every time — the built-in check types, plus a sealed space for your own.
Learn more→LLM-as-judge verification
AvailableThe AI-powered check, used only for questions a fixed check cannot answer, and always with the evidence behind its verdict.
Learn more→Project Memory — extraction & freshness
AvailableReads a project's own files and turns them into remembered entries automatically, marking one out of date when the file behind it changes.
Learn more→Project Memory — retrieval & MCP injection
AvailableFinds the remembered decisions that matter right now and puts them in front of whoever is doing the work — person or AI — with no AI call needed to do the finding.
Learn more→Collaboration, dashboard, review inbox & notifications
In progressThe shared screens a team works from together, which by their nature run on a server rather than on one person's machine.
Server-side search & filter for listable resources
PlannedOne shared, index-backed way to search and filter every list in Verazyn, so no list is sifted through in the browser.