End Alert Fatigue. Act Only on Proven Findings.
AI-speed scanning surfaces findings faster than any team can triage — let alone fix. Kloudle is the proof-gated posture layer: it promotes only production-proven findings and verified fixes, so your team and your agents act on what's real, not on noise.
No proof, no finding.
You're on the list.
We'll email when posture-layer access opens. Onboarding happens in small batches.
- lead CHK-204 S3 bucket public? unproven
- blocked CHK-198 needs read permission can't evaluate
- disproven CHK-187 SG 'open' — egress only false alarm
- proven CHK-176 RDS publicly reachable → fix ready
- proven CHK-155 IAM admin key, no MFA → critical
Discovery Got Cheap. Remediation Didn't.
Alert fatigue isn't really about alerts — it's that findings now pile up faster than anyone can fix them. AI made finding things almost free (Anthropic's Project Glasswing surfaced 10,000+ high/critical vulnerabilities in a single month). Fixing them is still human-speed. The backlog only grows — and every extra alert makes the real one harder to see.
Noise Used to Waste Time. Now It Acts.
Yesterday
A false positive cost an analyst an afternoon. Annoying, survivable.
Now
Your agents act on findings directly. A false positive doesn't waste time — it ships a broken change with confidence.
When machines consume your findings, trust in those findings stops being a nicety. It's a safety requirement.
Cross the Gate, Then Act
Kloudle runs every issue through a gate before it reaches a human or an agent. Only what's proven gets promoted — the rest is killed quietly, so your team's attention goes to what's real.
The scarce asset isn't another finding — it's a verified fix. That's what Kloudle is built to promote.
Runs in Your Infrastructure
Self-hosted by design. Your asset inventory, your findings, and your evidence ledger stay in your own database — the posture data that maps your attack surface never leaves your environment. See the security world map →
Give Your Team a Shorter, Truer List
Proven findings and verified fixes — for your team and your agents, in your own database. The posture-layer capabilities are in development; exclusive access opens them first.
Self-serve signup is closing. This is the way in.
You're on the list.
We'll email when posture-layer access opens. Onboarding happens in small batches.