Backed by
Ship at AI speed. Secure every change.
Software never stands still.
Code changes continuously. Humans and AI agents create new behaviors with every release.
Security still sees snapshots.
Scans inspect code. Pentests test moments. Attackers look for the paths in between.
Kairo tests how it behaves.
It models application behavior, chains risky behaviors together, and tests them continuously before they reach production.
Security that runs on
your release cadence.
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.
Behavioral security model
Understand how humans and AI agents actually use the application, not just how the code says they should.
Shadow environment
Recreate real behavior in a continuously running environment without testing against production.
Harden and verify
Chain behaviors, verify weak spots, test fixes, and verify every meaningful change before release.
Learn and retest
Every finding strengthens the model and informs what Kairo tests next.
Four harmless steps.
One critical path.
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.
The record is checkable.
Every figure was earned on live production systems, and every partner relationship adds a different layer of validation.
- 01Partner
Security-vendor partner to the
largest SOC 2 compliance provider. - 02Partner
Verified under
the Cyber Verification Program. - 03Partner
Daybreak participant for
AI agent security research. - 04Critical + high / day
125 Verified vulnerabilities found daily.
- 05Incidents
150+
Real cyber incidents led by the team.
The risk is
in the behavior.
- 01
Understand the behavior of both, not just the code they touch.
- 02
See when routine changes combine into a new exploitable path.
- 03
Run the change against a live shadow before it becomes production reality.
- 04
Prove the path against a running copy instead of shipping a scanner alert.
- 05
Every finding improves what Kairo looks for next.
Defense
Air-gapped boundaries and long-lived sessions.
Healthcare
HL7, FHIR and legacy integration surfaces.
Software + SAAS
Tenant isolation, OAuth and shared infrastructure.
Energy
SCADA historians and vendor portals.
Manufacturing
Agent actions reaching physical process control.
Logistics
Tracking, EDI and long-lived partner credentials.