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Verify & repair

Checking the work, and fixing what is wrong

Verazyn checks AI output against the rules you set. Fixed checks run first, because they give the same answer every time and cost nothing to trust; a judgment check is used only for the questions a fixed check cannot answer, and it always shows the evidence behind its verdict. What gets caught can be fixed automatically, proposed for you to review, or only flagged — you choose which, per rule.

See it on your own work

Bring your own model key and run your first check. Free to start.

Get started free

What this covers

Every capability on this page, each with its current status.

Timing modes (Async / Boundary-gated / Synchronous)

Available

Controls when each rule runs, set on the rule, on the workflow, or left to the product default — separately from how fixes are applied.

Selective retrieval (deterministic + embeddings)

In progress

Picks out only the rules that matter for what is being checked, within a set budget, so the AI is never sent everything.

Learn more→

Deterministic verification

In progress

Checks 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

Available

The AI-powered check, used only for questions a fixed check cannot answer, and always with the evidence behind its verdict.

Learn more→

Built-in Senior Reviewer & domain rubrics

Available

An overall quality review sitting on top of the individual rule checks, with how deeply it looks set per workspace.

Repair modes (Auto / Assisted / Review / Monitor)

In progress

How something caught gets fixed — automatically, proposed for review, or only flagged — and checked again once a fix is applied.

Learn more→

Project Memory — reinvention & contradiction verifier

In progress

Catches an AI rebuilding or contradicting something that already exists — by fixed checks first, and by judgment only where it has to be.

Learn more→
VerazynVerazyn

Continuous control and trust for AI and enterprise work

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How It Works
Verify & Repair
Rules & Policy
Trust Passports & Badge
Known Work
Rule Packs & Compliance
Legal
Finance
Marketing
Sales
HR
Support Ops
API Reference
Open Standard
Downloads
Changelog / Roadmap
Case Studies
AI Rule-Adherence Index
Careers
Contact / Support
Trust Center
Status