Top Analytical Processing startups
There are 135 Analytical Processing startups which include Redis, Starburst, Lucidworks, Unravel Data, Dremio. Out of these, 61 startups are funded, with 44 having secured Series A+ funding. United States has the most number of companies in Analytical Processing (85), followed by India
(6), and then Germany (5).
Over the past 10 years, an average of 4 new companies have been launched annually. Notably, several of these startups have been founded by alumni of Stanford University, Tel Aviv University and Massachusetts Institute of Technology.
Here is the list of top Analytical Processing Startups
1. Redis
Cloud based in memory database platform. It is an in-memory database that stores data on disk. It provides in memory data store that acts as a cache, vector database, document database, and streaming engine. The platform supports data types such as sets, strings, hashes, lists, and more.
Key facts about Redis
- Founded Year: 2011
- Location: Mountain View (United States)
- Stage: Series G
- Total Funding till date: $355M
- Investors: Bain Capital Ventures, Viola Group and 17 Others
- Latest Funding Round: Series G, Apr 07, 2021, $*****
- Tracxn Score: 74/100 What is this?
- Competitors Rank: 1 of 71 Competitors
2. Starburst
Developer of a data lakehouse platform designed for data analysis. The platform provides data ingestion, data sharing, and AI agent capabilities. It offers connectivity to various data systems, including cloud, on-premises, and hybrid environments. The platform enables conversational queries, AI search, and context-rich responses for data-driven actions.
Key facts about Starburst
- Founded Year: 2017
- Location: Boston (United States)
- Stage: Series D
- Total Funding till date: $414M
- Investors: Coatue, Alkeon Capital Management and 15 Others
- Latest Funding Round: Series D, May 19, 2025, $*****
- Tracxn Score: 71/100 What is this?
- Competitors Rank: 1 of 24 Competitors
3. Lucidworks
Provider of AI-powered search and discovery platform for digital experiences. The platform offers tools for intelligent enterprise search, discovery, and personalization. It provides connectors for integrations alongside visual editors for customization. The platform delivers query and index pipelines for performance, complemented by A/B testing and KPI management for improvement.
Key facts about Lucidworks
- Founded Year: 2007
- Location: San Francisco (United States)
- Stage: Series F
- Total Funding till date: $218M
- Investors: Granite Ventures, Walden International and 10 Others
- Latest Funding Round: Series F, Aug 12, 2019, $*****
- Tracxn Score: 69/100 What is this?
- Competitors Rank: 12 of 1,796 Competitors
4. Unravel Data
Provider of AI-native data observability platform for modern data environments. The platform offers automated agents that surface insights, guide decisions, and accelerate problem-solving across pipelines and infrastructure. It helps improve performance, ensure reliability, and optimize spending. The platform integrates with existing tools to automate processes and recommends actions to achieve desired outcomes.
Key facts about Unravel Data
- Founded Year: 2013
- Location: Menlo Park (United States)
- Stage: Series D
- Total Funding till date: $108M
- Investors: Menlo Ventures, Third Point Ventures and 11 Others
- Latest Funding Round: Series D, Sep 27, 2022, $*****
- Tracxn Score: 68/100 What is this?
- Competitors Rank: 1 of 11 Competitors
5. Dremio
Cloud based analytical processing and data lake engine for businesses. It provides self-service analytics with data warehouse and data lake functionality. It provides an analytical data store solution to consolidate and analyze data from different sources. Features include data security and control, SSO authentication, automatic backups, predictive pipelining, inbound impersonation, workload management, and more.
Key facts about Dremio
- Founded Year: 2015
- Location: Mountain View (United States)
- Stage: Series E
- Total Funding till date: $420M
- Investors: Redpoint Ventures, Lightspeed Venture Partners and 13 Others
- Latest Funding Round: Series E, Jan 25, 2022, $*****
- Tracxn Score: 63/100 What is this?
- Competitors Rank: 1 of 16 Competitors
