Traditional FIM tools take weeks of manual rule tuning before they’re useful.
kaimon delivers audit-ready evidence for your Linux hosts on Day 1 — zero configuration.
Other FIM solutions dump raw events into a SIEM and call it a day. kaimon delivers audit-ready evidence. Most FIM trials end before producing anything useful — you're still writing suppression rules. With kaimon, the AI writes the rules — not your team.
The game changer. On first deployment, the AI iteratively discovers anomalies, generates narrowly-scoped suppression rules, validates them, and re-verifies — fully autonomously. No security engineer in the loop. No regex authoring. No weeks of tuning.
Runs safely inside the Linux kernel sandbox. Captures file lifecycle events (Create, Modify, Move, Delete, Attrib, Write) with process-, user- and device-level context — who changed it, how, where and when.
Unified monitoring across bare-metal hosts, VMs, and all containerized workloads — Docker, Kubernetes, Podman, CRI-O, and LXC. No sidecars, no image modifications, no per-container agents. One kernel agent covers everything.
The AI is not a blind suppression engine. It intentionally refuses to suppress genuinely suspicious patterns — privilege escalation, critical file tampering, and persistence mechanisms are always flagged.
The AI analyzes monitored activity and produces a plain-English verdict: workload profile, anomaly assessment, and compliance status. Hand it directly to your auditor.
Deep-search across your entire fleet's file activity. Filter by host, user, process, and file. Built for engineers who need forensic-level visibility beyond the executive report.
Out-of-the-box detection for critical file changes, system backdoors, log tampering, kernel tampering, shell profile hijacking, data exfiltration prep, data ingress, permission manipulation, cron persistence, web shell indicators, config changes, and more.
From deployment to your first audit-ready report in 1 day, not weeks.
Install the lightweight kaimon eBPF agent on your Linux endpoints in minutes. It auto-configures itself and immediately starts monitoring filesystem events from within the kernel — zero impact on security, negligible overhead.
The AI automatically begins learning your environment — no manual trigger required. Over 7 days, it runs progressive, time-staggered analysis to capture every layer of operational noise. Genuine threats are never suppressed.
Your audit-ready reports are generated daily — even while baselining is still in progress. AI executive summary, dual-axis timeline, anomaly breakdown, and full operational profile. Ready for SOC 2, HIPAA, PCI DSS, or NIST.
After day 7, the baseline locks — reports become fully deterministic. New workloads? Expand Baseline preserves existing rules while learning new patterns. Need a fresh start? Reset Baseline wipes all AI rules and restarts the 7-day cycle.
Every report is a premium, audit-grade artifact — hand it directly to your auditor.
Simplified preview — click here for full sample report
The AI writes a framework-specific 3-bullet verdict: Workload Profile, Anomaly Assessment, and Compliance Status — tailored to SOC 2, HIPAA, PCI DSS, or NIST.
SVG charts overlaying nominal file changes against detected security anomalies across the full reporting period, with maintenance window highlighting.
Every detected anomaly is categorized as CRITICAL, HIGH, MEDIUM, or LOW — from unauthorized privilege escalation to minor policy deviations.
Deep-search across your entire fleet's file activity. Filter by host, process, and file for MODIFY, DELETE, or any other event — forensic-level visibility beyond the executive report.
Push reports to Slack, Discord, or any custom HTTPS endpoint. Full gzipped JSON payload for SIEM ingestion, or your own tooling.
Every anomaly is automatically classified by severity. The AI never suppresses genuinely suspicious activity.
/etc/shadow, /etc/passwd, /boot/, /bin/ — unauthorized password changes, user modifications, or privilege escalations.authorized_keys modification, systemd service backdoors, or dynamic linker hijacking via ld.so.preload.truncate, rm) and interactive edits applied to /var/log/, indicating attempts to cover tracks..bashrc, .profile, and system-wide profile directories — "execute-on-login" attacks.tar, zip, or 7z.chmod, chown, chattr, setcap.vim, nano) of config files outside standard home directories.sftp, tftp), downloads (wget, curl), and unarchiving for potential payload drops.www-data modifying non-web files — strong web-shell indicator./etc/, ensuring visibility into service and policy changes.apt, dnf, snap, pip, npm outside maintenance windows.Built for teams at startups closing SOC 2, medical providers enforcing HIPAA, retailers meeting PCI DSS, and organizations aligning to NIST. Every tier includes AI-Powered Automatic Baselining.
Need unlimited endpoints, data isolation, or BYO-Cloud? Contact us about Enterprise plans.
Deploy the agent. Run the baseliner. Get your report. That's it.
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