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kaimon · Kernel AI Monitor · File Integrity Monitoring (FIM) Agent

Audit-Ready FIM Compliance.
Fully Autonomous.

§ SOC 2 CC6/CC7 | HIPAA § 164.312 | PCI DSS 10.5.5 & 11.5 | NIST SP 800-53 SI-7

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.

Start 14-Day Free Trial 1 node · Full features · No Credit Card · GitHub or Google Signup
1
Deploy Agent
~5 min
2
AI Baseline
0–7 days · autonomous
3
Clean Report
< 24h · daily

Why kaimon Is Different

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.

AI-Powered Automatic Baselining

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.

Zero Configuration

eBPF Kernel Agent

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.

Linux Kernel 5.14+

Native Container Visibility

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.

Docker · K8s · Podman · CRI-O · LXC

Security-Aware Triage

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.

AI Executive Summaries

The AI analyzes monitored activity and produces a plain-English verdict: workload profile, anomaly assessment, and compliance status. Hand it directly to your auditor.

Interactive Dashboard

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.

Threat Detection Categories

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.

How It Works

From deployment to your first audit-ready report in 1 day, not weeks.

01

Deploy the Agent

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.

02

7-Day Autonomous Baselining

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.

03

Get Your First Report on Day 1

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.

04

Continuous Monitoring

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.

What You Get

Every report is a premium, audit-grade artifact — hand it directly to your auditor.

kaimon SOC 2 Compliance Report

Simplified preview — click here for full sample report

AI Executive Summary

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.

Dual-Axis Activity Timeline

SVG charts overlaying nominal file changes against detected security anomalies across the full reporting period, with maintenance window highlighting.

Severity-Graded Anomalies

Every detected anomaly is categorized as CRITICAL, HIGH, MEDIUM, or LOW — from unauthorized privilege escalation to minor policy deviations.

Interactive Dashboard

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.

Webhook & SIEM Integrations

Push reports to Slack, Discord, or any custom HTTPS endpoint. Full gzipped JSON payload for SIEM ingestion, or your own tooling.

Built-In Threat Detection Categories

Every anomaly is automatically classified by severity. The AI never suppresses genuinely suspicious activity.

CRITICAL Immediate threat — severe policy violation
CRITICAL_FILE CRITICAL_PATH
Critical File & Path Changes
Modifications to /etc/shadow, /etc/passwd, /boot/, /bin/ — unauthorized password changes, user modifications, or privilege escalations.
BACKDOOR
System Backdoors & Persistence
SSH authorized_keys modification, systemd service backdoors, or dynamic linker hijacking via ld.so.preload.
LOG_TAMPERING
Log Tampering
Destructive operations (truncate, rm) and interactive edits applied to /var/log/, indicating attempts to cover tracks.
HIGH Significant risk — urgent review needed
SHELL_MOD
Shell Profile Hijacking
Modifications to .bashrc, .profile, and system-wide profile directories — "execute-on-login" attacks.
KERNEL_MOD
Kernel & Driver Tampering
Changes to kernel module configurations and driver directories, surfacing potential rootkit installation.
DATA_LEAK
Data Exfiltration
Files written to removable media and data staging via tar, zip, or 7z.
PERM_CHANGE
Permission Manipulation
File ownership, execution permission, or security attribute changes via chmod, chown, chattr, setcap.
CRON_MOD
Cron Persistence
Unauthorized execution persistence via global crontab and local cron paths.
USER_EDIT
Interactive User Edits
Direct terminal editing (vim, nano) of config files outside standard home directories.
DATA_INGRESS
Data Ingress
Remote file receives (sftp, tftp), downloads (wget, curl), and unarchiving for potential payload drops.
MEDIUM Suspicious activity — warrants investigation
WEB_ANOMALY
Web Shell Indicators
Service users like www-data modifying non-web files — strong web-shell indicator.
CONFIG_CHANGE
Configuration Changes
Changes to system and application configs in /etc/, ensuring visibility into service and policy changes.
PKG_MOD
Package Modifications
Unexpected installs or upgrades via apt, dnf, snap, pip, npm outside maintenance windows.

Simple, Transparent Pricing

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.

Try First

Free Trial

$0
14 days
  • 1 monitored endpoint
  • Full feature access
  • AI Baseliner included
  • No credit card required
  • 30-day read-only after trial
Start Free Trial
Scale

Pro

$999–$1,799/mo
100 to 250 endpoints
  • Everything in Starter
  • All compliance frameworks
  • Advanced Threat Intelligence
  • 1-year log retention
  • Full deep-search dashboard
  • Maintenance windows & SSO
Go Pro

Need unlimited endpoints, data isolation, or BYO-Cloud? Contact us about Enterprise plans.

Ready to Stop Writing Regex?

Deploy the agent. Run the baseliner. Get your report. That's it.

Start Your Free Trial

Contact

hello@kaimon.co
Miami Beach, FL · United States