AI Remediation

Every finding comes with the fix

Stop researching how to fix each issue. KloudLytics writes a context-aware remediation for every finding — console, CLI, or Terraform — grounded in your real resource config, with the blast radius and a rollback path in hand.

Fixed the way your team works

Console, command line, or infrastructure-as-code — the remediation meets you where you already operate.

AWS CLI

A ready-to-run command for the exact resource — copy, review, run.

Terraform

The infrastructure-as-code change, so the fix lands in your pipeline, not a one-off click.

Console steps

Click-by-click guidance for teams that remediate in the AWS console.

Fixes you can trust

Not blind copy-paste — context you can act on

Why it matters + blast radius

Each fix explains the risk it closes and what the change touches — so you understand the impact before you apply it, not after.

Rollback included

Every remediation comes with how to undo it. Applying a fix should never be a one-way door.

Validated, with a confidence signal

Generated fixes are checked against your actual inventory and carry a confidence badge — so you know what's verified versus what to review first.

Grounded in your real config

The fix is written for the specific resource and its settings — the actual ARN, the actual policy — not a generic snippet from the docs.

AI remediation — questions

How does AI-guided remediation work?+

For each finding, KloudLytics feeds the model the specific resource, its configuration, and the nature of the issue — then generates a fix tailored to that resource: console steps, an AWS CLI command, and a Terraform change, along with why it matters, the blast radius, and how to roll back. It's grounded in your real config, not generic documentation.

Does KloudLytics change anything in my AWS account?+

No. KloudLytics is read-only and agentless — it never has write access. We generate the remediation; you review and apply it. The fix is yours to run, in the console, CLI, or your IaC pipeline.

How do I know the fix is safe to apply?+

Every remediation includes the blast radius (what it affects) and a rollback path, and generated fixes are validated against your inventory with a confidence signal. You always have the context to decide — and to undo.

Which AI model powers it?+

Remediation runs on Amazon Bedrock, so inference happens within AWS and your data stays in your region. The same grounded approach powers the AI auditor summaries on the compliance side.

Can I apply fixes in bulk?+

Findings flow through a status workflow — Open, In Progress, Accepted Risk, Suppressed — with bulk updates and a full audit trail, so a team can work through remediation together rather than one finding at a time.

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in minutes, not months.

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