Solution · Auto-Remediation

Finding a vulnerability is half the job.
Klyvra ships the fix.

Most AI security tools hand you a finding and a backlog. Klyvra hands you the fix. Every completed scan produces remediation suggestions - the exact guardrails that defend the categories it just failed, plus blocklist words harvested from the model's own bad outputs. Deploy them in one click from the scan's Remediation tab, or turn on auto-remediation and let Klyvra keep that target defended against everything its scans have ever found.

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Solution · Auto-Remediation

Scan. Find. Defend. Without the gap in between.

The expensive part of AI security is rarely the finding - it is the weeks between the finding and a control that actually defends against it. Klyvra collapses that gap. Because the same platform runs the scans and the runtime guardrails, every failed category maps directly to the guardrails that defend it, and every bad output the model produced becomes candidate blocklist material. The fix is grounded in your model's real failures, not a generic template.

How the loop closes

From finding to deployed control.

Six steps that turn a scan result into a live defense - safely. Add-only, flag-first, and on the record at every stage, so automation never loosens a control or surprises an auditor.

Every scan ends with a fix.

When a scan completes, Klyvra maps each failed category to the exact guardrails that defend it - and harvests blocklist words from the model's own bad outputs. The remediation is specific to what this target actually failed.

One-click deploy.

Review the suggested guardrails on the scan's Remediation tab and deploy them to the target with a single action. No re-deriving the config by hand, no copy-paste between tools.

Automatic, hands-off remediation.

Turn on auto-remediation per target (licensed) and Klyvra keeps that target's guardrails aligned to everything its scans have ever found - no human in the loop on every cycle.

Add-only. Only ever tightens.

Auto-remediation never removes or weakens a control and never overrides a change you made by hand. It only adds defenses - so the security posture of a target can move in exactly one direction.

Flag-first, then block.

New guardrails default to flag, not block - you see what they would have caught before they can break a request. Promote to block when you are ready and the evidence supports it.

Every change on the record.

Every remediation - manual or automatic - is written to the target's change history. An auditor can trace each live guardrail back to the specific scan finding that produced it.

Who it's for

Built for teams who can't afford a backlog between finding and fix.

If your AI security findings pile up faster than anyone can act on them, the report is not the problem - the gap after it is. Auto-remediation is for the AppSec and AI-platform teams who need findings to become controls on the same day, and for the risk and audit functions that need to prove those findings actually led somewhere.

What this unlocks

Outcomes you can defend in a review.

Outcomes Klyvra customers and design partners use to justify the programme to their boards, auditors, and clients.

Collapse mean-time-to-remediate.

The fix ships from the same screen as the finding. The weeks of triage, ticketing, and re-implementation between vulnerability and control simply stop existing.

Fixes grounded in real failures.

Remediations are built from the categories this target failed and the bad outputs it actually produced - not a generic checklist that may not match your model.

Automation that's safe in production.

Add-only, flag-first, and respectful of manual changes. The worst case for auto-remediation is a flag you can review - never a loosened control or a broken request path.

Prove findings lead to controls.

The audit log ties every live guardrail to the scan that justified it. When a regulator asks what you did about a finding, the answer is a record, not a promise.

One platform.
Every way to deploy it.

AI Posture Management

Turn your next finding
into a live control.

Bring a recent scan - or run one on the call. We will walk through the Remediation tab, deploy a guardrail in one click, and show you exactly what auto-remediation would and would not do to the target.

Request a demo →[email protected]

Finding a vulnerability is half the job.Klyvra ships the fix.