Imply
Imply Data, Inc.: A global software company specializing in real-time analytics and data visualization.
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- San Francisco, CA, USUnited States
Imply Data, Inc.: A global software company specializing in real-time analytics and data visualization.
imply.ioCrawled Oct 14, 2026
The company takes a security-first approach to building a real-time database for modern analytics applications.
The page says no single database is suited to every task and that real-time analytics requires a database built for it.
The page says Google BigQuery can be cost-effective for lightly used business intelligence applications, while modern analytics applications need concurrency, sub-second interactivity, and real-time data. It recommends Apache Druid for these needs.
The page says PostgreSQL is often considered for analytics because it is used for transactional workloads, but recommends Apache Druid for applications requiring interactivity, concurrency, and real-time data.
Amazon Redshift, like other cloud data warehouses, can be a cost-effective solution for lightly-used BI applications. Modern analytics applications, however, need the high concurrency, sub-second interactivity, and real-time data that is beyond the reach of Redshift. For this, consider Apache Druid.
The comparison outlines six scalability, management, and performance challenges ClickHouse faces and explains how Druid differs.
Imply has operations in North America, Europe, and Asia Pacific and is backed by Andreessen Horowitz (a16z), Bessemer Venture Partners, Thoma Bravo, Tiger Global Management, Khosla Ventures, and Geodesic Capital.
Lumi Loglake is generally available in Imply Lumi, which is described as a federated provider for SIEMs that searches logs where they reside.
Imply Privacy Policy CPRA Candidate Policy California State Residents Rights
Imply is integrating its **Lumi platform** as the core data layer for an **agentic SIEM** system. The company positions Lumi as the foundational technology to support next-generation security analytics. This move aligns with Imply’s broader push to modernize SIEM infrastructure with scalable, real-time data processing capabilities.
Oct 2026SecurityBrief USNews article
GitHubRepository owner
Imply introduces **Imply Lumi**, a data platform that integrates **SIEM tools** with **AI agents** to enhance security investigations. The solution modernizes data architecture for security teams dealing with increasing data volumes and AI-driven demands while maintaining existing SIEM workflows. It aims to bridge gaps between legacy security systems and advanced AI capabilities.
Oct 2026Help Net SecurityNews article
Imply releases **Lumi Loglake**, a tool letting security teams search unstructured machine data stored in data lakes without requiring predefined schemas, data catalogs, or additional pipelines. The solution eliminates delays from rehydration processes, enabling real-time querying of security logs. Imply’s platform supports direct analysis of raw data in S3, ADLS, or GCS repositories.
Sep 2026CIO InfluenceNews article