Query.AI is a cybersecurity company that focuses on security search and investigation capabilities, enabling security operations teams to query and analyze data across disparate security tools and environments without requiring data centralization. The company positions itself as an alternative to traditional data aggregation approaches, instead providing federated search and investigation capabilities that allow analysts to access and correlate security data where it resides—across on-premises, cloud, and SaaS environments. The company's platform is designed to address the challenge of siloed security tools and fragmented data that security operations center (SOC) analysts face when conducting investigations. Rather than requiring organizations to ingest all security data into a single repository such as a SIEM, Query.AI connects to existing security tools via API integrations, allowing analysts to search across multiple data sources simultaneously from a single interface. Query.AI targets enterprise security operations teams and is led by executives with backgrounds at companies including Dell SecureWorks, FireMon, ArcSight, Archer (RSA), and HP. The leadership team includes practitioners with experience operating SOCs and building security tools at Fortune 100 companies and federal organizations. The company advocates for a federated data model in security operations, arguing that data centralization becomes increasingly impractical as organizations expand into multi-cloud and hybrid environments. Their approach emphasizes API-based integrations with the broader security ecosystem rather than replacing existing tools.