Articles

How a team of entity maintainers monitors, connects and scores entities in Elastic Security
Inside Elastic Security, background jobs called maintainers each own one piece of every user, host and service record, from building entities out of raw logs to resolving identities and scoring risk.

AI-generated hunting leads: The hunt starts before you ask the question
Introducing AI-generated hunting leads, proactive, environment-aware threat hypotheses powered by Elastic Entity analytics and integrated AI reasoning.

Your UEBA is lying to you: Why entity record quality decides everything
Most entity analytics systems are confidently wrong. They track users who do not exist, generate risk scores built on noise, and call it behavioral analytics. Learn why the entities records you don't create matter as much as the ones you do and how a confidence-tiered model changes the game.
