Hunt it. Fix it. Prove it.
Caracaras is an AI-powered workspace for threat hunting programs. Intelligence and risk set the priority. Your environment shapes the hunt, the fix, and how the result is validated and tracked.
Discover→Eradicate→Fortify→Emulate→Automate→Track
THE DEFEAT LIFECYCLE
A hunt is not finished when the queries stop. DEFEAT carries the work from discovery through fixes, validation, automation, and tracking.
01 · Discover
Start from threat intelligence, risk, a hypothesis, or an anomaly. Use ATT&CK where it helps, then hunt with the tools and telemetry you actually have.
02 · Eradicate
When malicious activity is confirmed, preserve investigative context while scoping, containing, and removing the threat.
03 · Fortify
Use what the hunt exposed to close detection, telemetry, configuration, and control gaps, including weaknesses that never became incidents.
04 · Emulate
Reproduce the relevant adversary behavior to verify that the changes made during the hunt detect, prevent, or constrain it as intended.
05 · Automate
Promote validated hunt logic into durable detections, enrichment, checks, and workflows where repeatability is justified.
06 · Track
Keep hunts, findings, defensive changes, validation, and open gaps connected in one program record.
ENVIRONMENT WORKSPACE
Caracaras keeps a living view of the tools, telemetry, and enrichment your team can actually use. AI works from that shared context so hunts, fixes, validation, automation, and tracking reflect the real environment.
Plans and queries use the telemetry and tools the environment can actually support.
Missing or partial coverage becomes visible defensive work instead of hidden risk.
The same environment model carries into fixes, validation, automation, and program tracking.
DEFEAT, OPERATIONALIZED
Start with intelligence, suspicious activity, or an analyst hypothesis. AI maps the lead to ATT&CK and builds the hunt around the sources already available in the workspace. Evidence stays tied to the work as the hunt moves forward.
Turn intelligence, risk, a hypothesis, or an anomaly into a focused hunt.
Generate procedures and queries around the tools, telemetry, and gaps in your environment.
Carry findings into fixes, validation, automation, and tracking.
INTELLIGENCE + RISK SET THE PRIORITY
Threat intelligence and risk decide what deserves attention: who may target you, what they want, and what matters most to protect. ATT&CK structures known behavior, while Caracaras adapts the hunt to the tools and telemetry you actually have. Anomaly-led hunts can start outside the matrix and map back as evidence develops.
AI ACROSS THE HUNT LIFECYCLE
Purpose-built agents support mapping, planning, query development, evidence review, hardening, and validation. Each agent is inspectable, versioned, and evaluated.
EVIDENCE BEFORE CONCLUSION
Agent output is not a finding by itself. Caracaras keeps source evidence, uncertainty, analyst review, and corrections tied to the hunt, then carries confirmed findings into defensive work.
Keep observations, source material, attachments, and provenance attached to the work that produced them.
AI can recommend and summarize. Analysts accept, correct, or reject the recommendation, and the decision stays in the record.
Connect confirmed activity and hunt gaps directly to eradication, remediation, hardening, and validation work.
Use analyst feedback to evaluate later specialist versions instead of treating improvement as anecdotal.
TRACK · PROGRAM RECORD
Caracaras keeps hunts, findings, defensive changes, validation, and follow-up connected in one system of record. Measure what the program changed, not just how many hunts ran.
Discover · Eradicate · Fortify · Emulate · Automate · Track
