6 Data & Analytics AI companies turning data into insight, ranked by AI momentum score.
Fireworks AI provides a cloud-based platform that enables developers and enterprises to run, fine-tune and deploy open-source large language, vision and multimodal models through a low-latency inference engine. The company offers serverless infrastructure that handles model lifecycle management from development to production, and gives users access
Topsort specializes in AI-powered auction tools and infrastructure APIs. Topsort's solutions help brands build profitable ad businesses without relying on third-party cookies or invasive user tracking. The company's offerings include a turnkey retail media platform, a unified ad network, and advanced data analytics capabilities that
ClickHouse is an open-source column-oriented database management system that focuses on real-time analytical reporting. It enables users to execute complex SQL queries efficiently, making it suitable for applications that require fast data processing and analysis. The system is particularly effective for big data environments, allowing
Kumo.AI is a SaaS AI platform that allows anyone in an organization to tackle predictive problems in business. It enables all non-technical and technical users, regardless of ML experience, to traverse all the major steps of a best practice ML lifecycle.
Databricks offers a cloud platform that unifies data engineering, warehousing, analytics, and AI workflows. It applies a lakehouse approach to support data ingestion, transformation, and governance alongside development and deployment of machine learning and generative AI models. The platform includes features like ETL orchestration, serverless SQL
Sigma Computing develops cloud-based analytics and business intelligence software for data exploration and analysis. The company provides a spreadsheet-style interface that allows users to work with large datasets using familiar formulas, tables, and reporting workflows. Its platform supports live data analysis, dashboard creation, embedded
