As AI coding assistants accelerate software development, the volume of pull requests at Datadog has grown to nearly 10,000 per week, increasing the risk that malicious changes slip through due to review fatigue. To address this, Datadog built BewAIre, an LLM-powered code review system designed to identify malicious source code changes introduced by threat actors. By reducing approval fatigue for developers while increasing friction for attackers, BewAIre guides human reviewers to the areas where judgment matters most, without slowing developer velocity.

Security teams today face machine-speed threats, growing complexity, and overwhelming data. Exabeam helps you stay ahead with powerful AI, behavioral analytics, and automation designed to accelerate threat detection, investigation, and response (TDIR). With hyper-fast search, advanced analytics, and intelligent automation, Exabeam enables security teams to uncover threats faster, reduce manual work, and gain insights other tools miss. Since 2014, we’ve put AI and machine learning at the core of security operations—helping organizations modernize their SOC and improve outcomes at scale.

Your AI works perfectly during testing… but suddenly fails in production. Why? The problem usually isn’t the model — it’s the data. Synthetic data looks clean and structured. But real-world data is messy: typos, missing values, broken formats, and unexpected edge cases. When AI models train only on synthetic datasets, they never learn how to handle real-world complexity. In this video, we explain why synthetic data can break AI systems and how using real production data safely can make AI more reliable.

The small but mighty cyber security team at SA Power Networks, the sole electricity distributor for the state of South Australia, was challenged to keep up with numerous responsibilities, including preventive controls, patch management, and detect/respond functions. After choosing and implementing Exabeam, the platform has delivered the anticipated value: streamlining and accelerating the company’s TDIR function, strengthening security team bonds and collaboration, and cementing the critical link between security and business initiatives.