Shaping the Future of SOC: Databricks Ventures Invests in Anvilogic

As organizations accelerate digital transformation and embrace cloud-scale data and AI, many struggle to keep pace with the explosion of data and evolving cyber threats. Meanwhile, traditional security operations teams remain bottlenecked by legacy Security Incident & Event Management (SIEM) platforms that are costly, rigid, and not designed for today’s AI-first world. 

That’s why Databricks Ventures is excited to announce our investment in Anvilogic, a next-generation agentic Security Operations Center (SOC) platform for detection engineering and triage. Anvilogic empowers security teams to break free from the constraints of centralized SIEMs, enabling them to deploy and manage high-fidelity detections across scalable data lakehouses. This approach offers greater flexibility, faster response times, and a strengthened security posture. Thanks to Anvilogic’s recent Databricks integration, our customers can use Anvilogic together with the Databricks Data Intelligence Platform, enabling detection engineering directly on data stored in the lakehouse.

We are also pleased to share that Anvilogic has been named Databricks’ Growth Built on Partner of the Year. Starting with this powerful SOC integration, Databricks and Anvilogic are forging a deeper partnership, working together to help leading enterprises such as SAP modernize their detection and response pipelines. Databricks’ investment in Anvilogic reflects our shared vision to empower enterprises to maximize the value of data and AI while building resilient, AI-first security foundations for the future.

Anvilogic: The Agentic SOC Platform for Detection Engineering and Triage

Today’s cybersecurity teams face mounting pressure to deliver broader threat coverage, faster response times, and greater efficiency — all while managing sprawling data environments and increasingly sophisticated threats. Yet, many enterprises remain locked into legacy SIEMs that are expensive, rigid, and ill-suited for the demands of modern, AI-driven security.

Anvilogic is reimagining the SOC with a modular, decoupled approach that puts AI and automation at the core of detection engineering and triage. Its platform enables security teams to build, tune, deploy, and manage high-fidelity detections across SIEMs and the lakehouse — eliminating silos and reducing legacy operational costs.

Powered by both semi- and fully autonomous AI agents, Anvilogic supports every stage of the detection lifecycle, from building and tuning to triage and deployment. Security teams can orchestrate hybrid correlation across multiple platforms, deploy detections in their SIEM or lakehouse, and scale with full architectural flexibility.

Databricks and Anvilogic: Better Together

Thanks to our integration, Databricks customers can benefit from Anvilogic capabilities that sit on top of the Data Intelligence Platform:  

• Detection-as-Code automation and versioning
  Build and manage behavioral detections across identity, endpoint email and cloud sources to surface multi-stage attacks using structured logic and version control, natively within Databricks environments.
• AI Workflows purpose-built for operationalizing pre-built detection content
  Anvilogic’s agentic AI workflows bring detection ideas and report to fully orchestrated detections — from building to tuning to triage — using intelligent agents that act autonomously or collaborate with humans via chat-based interfaces.
• Automated MITRE ATT&CK coverage analysis
  Identify coverage gaps and receive curated detection recommendations tailored to your data running in the lakehouse, customized by industry and threat priorities.
• Precision tuning to reduce false positives
  Continuously optimize detection logic and automatically resolve broken rules and noisy alerts, without compromising visibility or fidelity.

Looking Ahead

Our investment in Anvilogic reflects a shared vision: providing modular, AI-driven security tools that deliver improved speed, detection coverage, and cost savings. Together, we’re enabling enterprises to harness the full power of the Databricks Data Intelligence Platform for scalable, cost-efficient data storage, while leveraging Anvilogic’s advanced detection engineering to achieve unparalleled visibility and response across their security operations.

We look forward to deepening our collaboration with Anvilogic as we continue to help organizations modernize their security operations and build resilient, AI-first foundations for the future. Learn more here about how Databricks and Anvilogic can help your SOC move faster, smarter, and more securely than ever before.