Backed by
Code changes continuously. Humans and AI agents create new behaviors with every release.
Scans inspect code. Pentests test moments. Attackers look for the paths in between.
It models application behavior, chains risky behaviors together, and tests them continuously before they reach production.
Kairo continuously learns how the application
behaves, recreates that behavior safely,
verifies the paths that matter, and feeds
every finding back into the next test.
Understand how humans and AI agents actually use the application, not just how the code says they should.
Recreate real behavior in a continuously running environment without testing against production.
Chain behaviors, verify weak spots, test fixes, and verify every meaningful change before release.
Every finding strengthens the model and informs what Kairo tests next.
Kairo mapped the route an intruder was working toward, reproduced the chain against a shadow copy, and helped break it before it could become a larger incident.
What the remediation review concluded.
>$6M
Avoided-loss estimate from the company and its insurer during remediation review.
$0
Ransom demanded. The path was closed before it could become a larger incident.
Every figure was earned on live production systems, and every partner relationship adds a different layer of validation.
Security-vendor partner to the
largest SOC 2 compliance provider.
Verified under
the Cyber Verification Program.
Daybreak participant for
AI agent security research.
125 Verified vulnerabilities found daily.
150+
Real cyber incidents led by the team.
Understand the behavior of both, not just the code they touch.
See when routine changes combine into a new exploitable path.
Run the change against a live shadow before it becomes production reality.
Prove the path against a running copy instead of shipping a scanner alert.
Every finding improves what Kairo looks for next.
Air-gapped boundaries and long-lived sessions.
HL7, FHIR and legacy integration surfaces.
Tenant isolation, OAuth and shared infrastructure.
SCADA historians and vendor portals.
Agent actions reaching physical process control.
Tracking, EDI and long-lived partner credentials.
News
Researchers have detailed ROMULUS, a ClickFix delivery platform that uses bogus landing pages to get users to run malicious commands themselves. Six IP addresses were identified running it.
3 min read
News
Siemens has fixed a DLL sideloading vulnerability in Siemens Software Center that it says has been exploited in ClickFix attacks. Attackers paired a genuine signed copy of the application with their own crafted DLL to run malicious code.
3 min read
News
Palo Alto Networks reports that a threat actor exploited multiple Fortinet vulnerabilities against a telecommunications organization, exfiltrating a configuration archive covering more than 500 managed FortiGate firewalls. CISA has added CVE-2025-61624 to its Known Exploited Vulnerabilities list.
3 min read
