Threat Hunting & Attack Path Disruption

Why you should care

Most breaches don't start with a zero-day — they start with an exposure your stack can already see but can't connect. An exposed service here, a stale admin token there, a misconfigured cloud role two identities away from a crown-jewel system. Each signal looks routine on its own. Stitched together, they form a breach path an attacker will walk in under an hour.

Traditional SIEMs, XDRs, and vulnerability scanners were built to alert on individual events. They don't reason across your environment the way an adversary does. That's why teams see dwell times measured in weeks, and why the CVEs that matter most are almost never the ones with the highest CVSS score.

Tuskira built Kairo to close that gap.

Meet Kairo — the Hunt & Disrupt agent

Kairo is Tuskira's autonomous Hunt & Disrupt AI agent. It runs continuously against the Tuskira Security Context Graph — a live model of your identities, endpoints, workloads, cloud infrastructure, applications, and the telemetry already streaming from your existing tools. Kairo reasons across that graph the way an adversary would, surfacing the top 5% of vulnerabilities most likely to become the next breach vector, then disrupting the attack chains before they complete.

Where traditional hunting is human-driven, hypothesis-bound, and reactive to alerts, Kairo is autonomous, context-driven, and operates against the full attack surface 24/7. It hunts what your existing tools miss, proves the exploit path with evidence, and initiates disruption through the controls you already own — EDR, identity, cloud, network, and firewall.

What Kairo detects — the full kill chain

Kairo is trained on adversary tradecraft mapped to MITRE ATT&CK and focuses on the behaviors that matter most for breach path disruption:

• Advanced persistent threats (APTs) — long-dwell-time intrusions that blend into normal activity across identity, endpoint, and cloud.
• Lateral movement — credential abuse, session hijacking, and service-to-service pivots that traditional detection treats as noise.
• Zero-day exposure — virtually contains unknown CVEs by neutralizing the preconditions attackers need to weaponize them.
• Ransomware pre-cursors — encryption stage setting, backup tampering, and privilege escalation chains before payload execution.
• Identity & privilege abuse — OAuth token theft, stale admin paths, MFA bypass attempts, and over-privileged service accounts.
• Cloud & SaaS attack paths — misconfigured IAM, exposed storage, and cross-account trust chains that bridge environments.
• Supply chain & insider threats — unusual third-party access, anomalous data staging, and exfiltration patterns.

How Kairo works — hunt, prove, disrupt

Kairo runs a continuous four-stage loop over your live environment:

1. Unify — ingests signals from your SIEM, EDR, identity, cloud, and vulnerability stack into a single Context Graph. No rip-and-replace.
2. Hunt — reasons across the graph to find hidden breach paths and APT-style behavior, not just individual alerts.
3. Prove — validates exploitability with evidence so analysts see why a path is real before acting.
4. Disrupt — automatically breaks the attack chain through policy updates, isolation, credential rotation, or containment via the controls you already own.

Who benefits

SOC leaders cut dwell time and eliminate the alert queue that was never going to be worked. Threat hunters move from hypothesis-bound sprints to continuous, evidence-backed investigations. Vulnerability and exposure management teams finally have a signal that tells them which of their 40,000 findings actually matters this week. CISOs get a defensible, board-ready answer to "how do we know we're not already breached."