Why Vulnify
Agents take actions. Someone has to decide which ones.
Most AI security tools look at code, prompts or model output. Vulnify is a runtime authorization layer: it answers one question before each sensitive action, "may this agent do this, now?", and keeps the proof.
How it complements what you have
Vulnify does not replace these categories; it covers the moment they leave open.
| Category | What it does well | What Vulnify adds |
|---|---|---|
| Code and prompt scanners | Find weaknesses before deployment. | Decides at the moment an agent acts, with the real target, volume and destination. |
| Identity and access management | Grants a service account its permissions once. | Checks each action against policy and context: data kind, record count, external destination, time of day. |
| Model output filters | Inspect the text a model produces. | Governs the tool call itself, including who approved it, and keeps credentials out of the agent. |
| Logs and observability | Tell you what happened afterwards. | Stops the action before it happens, and records the decision in a tamper-evident trail. |
What we believe
Explainable, not a black box
Every decision carries a 0-100 score, the reasons and the policy that applied, so people can check it.
People for the hard calls
Risky actions wait for an approver instead of failing a whole workflow; approvals are audited with the reviewer.
Roll out without breaking things
Monitor mode records what would have been blocked; switch enforcement on when the numbers look right.
Metadata, not your data
Vulnify sees who did what to which resource and how much, not the records themselves.
Secrets out of the agent
With the gateway, credentials live in the vault and are injected only when the action is allowed.
Proof you can hand over
Append-only, hash-chained audit logs and sealed evidence exports for audits.
What Vulnify is not
- Not a code or dependency scanner.
- Not a prompt or model-output filter.
- Not a replacement for your identity provider; it adds per-action decisions on top.
- Not a full DLP suite: content scanning is one risk signal, done in memory.
Vulnify is in early access. The trust center lists what is in place today and what is not yet. Trust center
See every agent decision in minutes
Open a personal demo sandbox with sample agents, policies and events, or send your first decision from code.