Best Big Data Analytics Companies in California, United States
The 604 best Big Data Analytics companies in California, United States in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: Databricks.
Ranked: Best Big Data Analytics companies in California
| # | Company | Disclosed funding | Last round | Employees | Founded | Tech stack | Patents & IP focus | Recent signals |
|---|---|---|---|---|---|---|---|---|
| 1 | Databricks 🦄 Data and AI platform that unifies analytics 97Fin. health top 11%Market top 12%Innovation top 15%AI top 15% All 14 signals ▾Fin. healthtop 11% Markettop 12% Innovationtop 15% AItop 15% Techtop 16% Talenttop 16% Fundingtop 17% Moattop 18% Patentstop 21% Growthtop 32% Newstop 32% Globaltop 36% Producttop 36% Partnersbottom 48% Fin. health: Revenue ~$2.6B Market: 3,299 employees (top 2% of Enterprise Infrastructure) · Revenue ~$2.6B rank vs industry peers · Fliar Intelligence Index 97/100 | $3.6B | 4 mo ago | 3,299 | 2013 | WordPressApple iCloud MailGoogle Workspace+43 | 231 patents Optimizing lakehouse queries, transactions, and ML-driven indexing for large-scale data processing. | 4 launchs · 1 award |
| 2 | Fivetran 🦄 Provider of a platform for automated data movement and integration | $730M | 37 mo ago | 226 | 2012 | WebflowApple iCloud MailGoogle Workspace+27 | 30 patents Automated data connector generation and efficient database synchronization via invertible bloom filters | 1 launch |
| 3 | ThoughtSpot 🦄 Provider of an agentic analytics platform delivering insights from various data | $674M | 55 mo ago | 237 | 2012 | WordPressSentryApple iCloud Mail+39 | 191 patents AI-driven analytics and query optimization for distributed in‑memory databases | 1 launch · 1 expansion · 4 awards |
| 4 | Cribl 🦄 Cloud based big data preparation solution 76Tech top 16%Funding top 17%Moat top 25%Patents top 31% All 11 signals ▾Techtop 16% Fundingtop 17% Moattop 25% Patentstop 31% Talenttop 31% Producttop 33% Innovationtop 35% Globaltop 40% Markettop 43% Growthbottom 47% Newsbottom 44% Tech: 83 technologies across 6/8 capability areas · Cloud: Amazon Cloudfront, Amazon S3 Funding: Raised $600M across 5 rounds · 5 rounds over 6 yrs (0.8/yr) rank vs industry peers · Fliar Intelligence Index 76/100 | $600M | 22 mo ago | 43 | 2018 | ContentfulApple iCloud MailGoogle Workspace+39 | 34 patents Edge-based data collection and searchable observability pipelines for real-time event analytics | 1 award |
| 5 | Glean 🦄 Cloud-based platform for enterprise search | $560M | 12 mo ago | 258 | 2019 | WebflowSentryZendesk+31 | — | — |
| 6 | Observe Provider of an AI-powered observation platform built on a streaming data lake | $382M | 12 mo ago | 157 157 → 86 (-45%) | 2017 | WordPressApple iCloud MailGoogle Workspace+42 | 5 patents Automated ML analysis and visualization of interaction data for customer insight generation | — |
| 7 | Innovaccer 🦄 Developer of healthcare data platforms and artificial intelligence agent software 93Funding top 23%Tech top 25%AI top 25%Moat top 25% All 13 signals ▾Fundingtop 23% Techtop 25% AItop 25% Moattop 25% Markettop 26% Fin. healthtop 28% Talenttop 28% Innovationtop 29% Patentstop 32% Growthtop 33% Producttop 38% Globaltop 42% Newsbottom 24% Funding: Raised $379M across 8 rounds · 8 rounds over 11 yrs (0.7/yr) Tech: 43 technologies across 6/8 capability areas · Cloud: Amazon S3, Amazon Ses rank vs industry peers · Fliar Intelligence Index 93/100 | $379M | 17 mo ago | 1,003 1,003 → 1,712 (+71%) | 2014 | WebflowGSAPNginx+22 | 30 patents Integrating and analyzing de‑identified healthcare data across clouds for clinical decision support | 1 partnership |
| 8 | Meltwater Cloud based suite of marketing solutions | $340M | 30 mo ago | 3 | 2001 | PrismicAtlassian Jira Issue CollectorZendesk+30 | — | — |
| 9 | Alation 🦄 Developer of a platform for data intelligence and metadata management | $340M | 43 mo ago | 42 | 2012 | ContentfulSentryApple iCloud Mail+31 | 11 patents Conversational data discovery and query generation interfaces for enterprise data platforms | 1 launch |
| 10 | Denodo AI powered data management software for enterprises | $336M | 33 mo ago | 102 | 2016 | DrupalApple iCloud MailGoogle Workspace+21 | — | — |
| 11 | Feedzai 🦄 Provider of an AI-native platform for fraud and financial crime prevention 92News top 15%Funding top 16%Product top 21%Moat top 26% All 12 signals ▾Newstop 15% Fundingtop 16% Producttop 21% Moattop 26% Markettop 28% Growthtop 29% AItop 30% Techtop 31% Globaltop 31% Innovationtop 32% Talenttop 38% Partnerstop 40% News: 8 BI events in 12 mo (of 24 tracked, 5 types) · +700% YoY Funding: Raised $282M across 6 rounds · 6 rounds over 15 yrs (0.4/yr) rank vs industry peers · Fliar Intelligence Index 92/100 | $282M | 8 mo ago | 597 | 2011 | WordPressApple iCloud MailGoogle Workspace+24 | — | — |
| 12 | Primer AI based text summarization and contextualization software tool | $237M | 36 mo ago | 194 194 → 118 (-39%) | 2015 | WordPressApple iCloud MailGoogle Workspace+34 | — | — |
| 13 | RetailNext Provider of traffic analytics, video security, and occupancy management solutions 62Funding top 19%Tech top 26%Moat top 28%AI top 30% All 13 signals ▾Fundingtop 19% Techtop 26% Moattop 28% AItop 30% Producttop 36% Growthtop 47% Marketbottom 49% Talentbottom 49% Innovationbottom 48% Patentsbottom 47% Globalbottom 37% Customersbottom 34% Newsbottom 27% Funding: Raised $232M across 9 rounds · 9 rounds over 18 yrs (0.5/yr) Tech: 41 technologies across 6/8 capability areas · Cloud: Amazon Ses, Amazon Web Services rank vs industry peers · Fliar Intelligence Index 62/100 | $232M | 17 mo ago | 64 | 2007 | ContentfulTurbopackSentry+24 | 25 patents Retail video and sensor analytics: object detection, tracking, counting, and multimodal human behavior analysis. | — |
| 14 | MoEngage Cloud based platform offering cross channel customer engagement software | $181M | 6 mo ago | 650 650 → 904 (+39%) | 2014 | SentryZendeskApple iCloud Mail+26 | 14 patents Mobile engagement platform: push notification routing, user event analytics, personalization, and secure data handling. | 2 partnerships |
| 15 | AtScale Cloud based data science platform | $120M | 6 mo ago | 175 | 2013 | BreakdanceWordPressApple iCloud Mail+37 | 54 patents Data virtualization and semantic layer for cross‑store query optimization and aggregation | — |
| 16 | Reducto Provider of AI software for document parsing and data extraction 72AI top 26%Funding top 27%Talent top 28%Tech top 34% All 8 signals ▾AItop 26% Fundingtop 27% Talenttop 28% Techtop 34% Growthtop 35% Moattop 40% Marketbottom 40% Globalbottom 33% AI: Classified as an AI company · Product described with: computer vision, llm Funding: Raised $108M across 3 rounds · 3 rounds over 2 yrs (1.5/yr) rank vs industry peers · Fliar Intelligence Index 72/100 | $108M | 8 mo ago | — | 2023 | SentryNode.jsRadix UI+19 | — | 1 launch · 1 award |
| 17 | Percipient Data analytics solutions provider | $106M | 32 mo ago | 68 | 2017 | WordPressMySQLMariaDB+22 | 39 patents Computer vision for object detection, tracking, and searchable video/imagery analysis | — |
| 18 | Prophecy Developer of AI-accelerated data preparation and analysis platform for businesses | $106M | 20 mo ago | 101 | 2015 | WebflowMarkerSentry+31 | 3 patents Pari‑mutuel prediction market platforms for collective forecasting and decision support | — |
| 19 | Acceldata Developer of an agentic data management platform providing data observability | $106M | 32 mo ago | 193 | 2018 | Webflow EcommerceWebflowUnbounce+30 | — | — |
| 20 | Spot Technologies Provider of an AI camera system and video surveillance platform | $93M | 19 mo ago | 98 98 → 113 (+15%) | 2018 | WebflowVimeoAmazon Web Services+29 | 13 patents Advanced microwave heating control and smart venue monitoring technologies | — |
| 21 | Hightouch 🦄 Provider of an AI-powered marketing and customer data platform | $92M | 1 mo ago | 172 | 2019 | SanitySentryNode.js+30 | — | — |
| 22 | Sight Machine Provider of industrial AI solutions for manufacturing process optimization and automation | $86M | 29 mo ago | 43 43 → 60 (+40%) | 2011 | — | 53 patents AI-driven manufacturing monitoring and remote machine-vision quality inspection systems | 1 launch |
| 23 | Vectara Provider of a platform for building governed, grounded, auditable AI agents | $74M | 23 mo ago | 48 | 2020 | SanityApple iCloud MailGoogle Workspace+33 | 2 patents AI-driven cross-lingual multimedia information retrieval and query optimization | 1 launch · 1 partnership · 1 award |
| 24 | Lyric Provider of a platform for supply chain modeling, planning, and operation | $66M | 10 mo ago | 39 | 2022 | Framer SitesReactAmazon Web Services+18 | — | — |
| 25 | Unstructured Platform offering text analytics solutions | $65M | 27 mo ago | 5 | 2022 | Apple iCloud MailGoogle WorkspaceNode.js+28 | — | 4 launchs |
| 26 | rabbit Developer of an AI agent designed to automate digital tasks | $65M | 27 mo ago | 6 | 2020 | ShopifyApple iCloud MailNode.js+22 | 33 patents Networked voice-enabled user interfaces for product and service interaction | — |
| 27 | LANDING AI API-first agentic document extraction platform built for accuracy, reliability, and governance at scale | $57M | 9 mo ago | 26 | 2017 | WordPressMySQLPHP+27 | 9 patents Patents concentrated in computing, sensing & instrumentation | 3 launchs |
| 28 | Hammerspace Provider of storage management solutions 48Funding top 25%Moat top 31%Tech top 37%Product top 41% All 12 signals ▾Fundingtop 25% Moattop 31% Techtop 37% Producttop 41% AItop 45% Partnerstop 45% Marketbottom 48% Growthbottom 47% Talentbottom 42% Innovationbottom 37% Globalbottom 36% Newsbottom 31% Funding: Raised $56.7M across 2 rounds · 2 rounds over 3 yrs (0.7/yr) Moat: Editorial + unicorn rating 8/10 · Soonicorn rank vs industry peers · Fliar Intelligence Index 48/100 | $57M | 3 mo ago | 74 | 2018 | WordPressMySQLPHP+34 | — | 1 award |
| 29 | Briq Platform offering billing, spend management, and financial planning solutions | $54M | 28 mo ago | 39 | 2018 | WebflowSalesforceAmazon Web Services+21 | — | — |
| 30 | DataPelago Developer of a data processing engine that accelerates GenAI and analytics | $47M | 20 mo ago | 50 | 2021 | Node.jsVimeoReact+16 | 8 patents Optimizing dataflow architectures for workload and query processing in hardware accelerators | 4 awards |
| 31 | Coactive AI Provider of AI based platform offering image and video data analytics solutions | $44M | 24 mo ago | 16 | 2021 | WebflowApple iCloud MailGoogle Workspace+20 | 198 patents Low‑noise tactile and illuminated electrical switching components for circuit protection | 2 partnerships |
| 32 | Samaya AI Developer of AI agents for financial workflows and investment insights 40Funding top 21%Growth top 35%Moat top 42%Tech top 44% All 7 signals ▾Fundingtop 21% Growthtop 35% Moattop 42% Techtop 44% Talentbottom 49% Globalbottom 37% Marketbottom 21% Funding: Raised $43.5M across 1 rounds · 1 rounds over 1 yrs (1.0/yr) Growth: Fresh capital in last 24 mo rank vs industry peers · Fliar Intelligence Index 40/100 | $44M | 4 mo ago | 2 | 2022 | WebflowThree.jsMobX+18 | — | 3 launchs · 1 partnership · 1 award |
| 33 | PostHog 🦄 Cloud based product analytics tools 72Funding top 23%Tech top 23%Moat top 31%Growth top 35% All 9 signals ▾Fundingtop 23% Techtop 23% Moattop 31% Growthtop 35% Newstop 37% Talenttop 38% Partnerstop 41% Markettop 47% Globalbottom 36% Funding: Raised $39.0M across 7 rounds · 7 rounds over 6 yrs (1.2/yr) Tech: 56 technologies across 6/8 capability areas · Cloud: Amazon Cloudfront, Amazon Ses rank vs industry peers · Fliar Intelligence Index 72/100 | $39M | 8 mo ago | 36 | 2020 | SentryZendeskApple iCloud Mail+29 | — | 1 launch |
| 34 | DataHub Provider of a metadata platform enabling AI-driven data management | $35M | 12 mo ago | — | 2021 | WordPress Block EditorWordPressApple iCloud Mail+28 | — | — |
| 35 | Opaque Cloud and AI based analytics for encrypted cloud data 62Talent top 23%AI top 26%Funding top 30%Moat top 39% All 7 signals ▾Talenttop 23% AItop 26% Fundingtop 30% Moattop 39% Globalbottom 43% Marketbottom 36% Newsbottom 30% Talent: 6 named leaders on record · 6 C-suite/founder profiles curated AI: Classified as an AI company · Product described with: ai based, machine learning rank vs industry peers · Fliar Intelligence Index 62/100 | $32M | 4 mo ago | 21 21 → 48 (+129%) | 2019 | — | — | 1 job opening |
| 36 | Synthesis Provider of a data generation platform for computer vision applications | $25M | 23 mo ago | 30 | 2019 | WordPressMySQLPHP+30 | 10 patents Synthetic training data generation and domain adaptation for computer vision models | — |
| 37 | Datafold Cloud-based quality assurance & monitoring solution for analytical data | $22M | 13 mo ago | 32 | 2020 | WebflowSalesforceAnt Design+29 | — | 1 partnership |
| 38 | Manifold AI Provider of an AI platform for life sciences research and development | $18M | 5 mo ago | 79 | 2016 | WebflowApple iCloud MailGoogle Workspace+21 | 8 patents Patents concentrated in mechanical & energy engineering | 2 launchs · 1 award |
| 39 | Dashbot AI based platform offering speech analytics solutions | $15M | 19 mo ago | 9 | 2016 | — | — | — |
| 40 | dataplor AI powered location intelligence and analytics solutions | $15M | 12 mo ago | 49 | 2016 | — | — | — |
| 41 | Kurrent Cloud based streaming data analytics platform | $12M | 17 mo ago | — | 2012 | Tailwind CSSKnockout.jsAstro+10 | — | — |
| 42 | ApertureData Cloud based platform for enterprise data management | $11M | 20 mo ago | 6 | 2018 | WebflowMailjetGoogle Workspace+9 | — | — |
| 43 | Savant Labs Provider of an automation platform for business analytics with agentic AI | $11M | 18 mo ago | 22 | 2021 | WordPressSentryApple iCloud Mail+37 | 8 patents Advanced turbocharger components, variable-geometry turbine housings, and one-way heart assist valves | 1 launch |
| 44 | Sawmills Developer of an AI telemetry management platform for data optimization | $10M | 15 mo ago | — | 2024 | WebflowEmotionAmazon Web Services+23 | — | 2 awards |
| 45 | e6data Provider of a compute engine for SQL analytics and AI workload | $10M | 21 mo ago | 36 | 2020 | WebflowApple iCloud MailGoogle Workspace+22 | — | 1 launch |
| 46 | Axiom Provider of observability and AI engineering platform for event data | $8M | 16 mo ago | 36 | 2010 | Node.jsMonaco EditorRadix UI+23 | 17 patents Vehicle navigation systems and DOS‑resistant multicast communication protocols | 2 launchs |
| 47 | Mantis AI-powered digital twin platform that uses large language models and high-fidelity simulations to transform… | $7M | 2 mo ago | — | 2025 | Framer SitesMathJaxReact+6 | — | — |
| 48 | Pathway Developer of post-transformer reasoning architecture for generalization over time | $4M | 18 mo ago | 11 | 2020 | Apple iCloud MailGoogle WorkspaceNode.js+20 | 29 patents Medical devices for vacuum‑controlled fluid delivery and animal tissue pathway creation | — |
| 49 | DataRecce Self serve data validation and quality management tool | $4M | 13 mo ago | — | 2023 | — | — | — |
| 50 | Infrrd Provides machine learning based solutions for enterprises | $2M | 9 mo ago | 228 | 2015 | WebflowCart FunctionalityAmazon Web Services+24 | 20 patents AI-powered document and image analysis: data extraction, entity verification, and model optimization. | — |
Top 12 Big Data Analytics companies in California
#1
Series K · San Francisco, California · founded 2013 · 3299 employees$3.6Braised▾
Data and AI platform that unifies analytics. Its main site highlights building apps, agents, and AI on your data, with pricing based on pay-as-you-go usage. The platform offers data management, warehousing, engineering, and science capabilities. It facilitates data sharing, governance, and application development. The platform supports business intelligence and database functionalities.
- Jan 2026Conventional Debt$2B
- Dec 2025Unattributed$5B
- Sep 2025Series K$1B
- Jan 2025Conventional Debt$5.2B
#2
Series D · San Francisco, California · founded 2019 · 172 employees$92.2Mraised▾
Provider of an AI-powered marketing and customer data platform. It helps teams create, personalize, and launch omnichannel campaigns using real-time customer data and automation. It combines audience management, real-time personalization, AI-powered campaign generation, reverse ETL, and integrations with hundreds of enterprise tools to enable scalable, data-driven marketing operations.
- Apr 2026Series D$150M
- Jul 2025Series C—
- Feb 2025Series C$80M
- Jul 2023Series C$38M
#3
Series F · San Francisco, California · founded 2014 · 650 employees$181.3Mraised▾
Cloud based platform offering cross-channel customer engagement software. The platform builds user profiles based on the in-app behavior of users and then users are automatically segmented into engagement-centric segments like starters, engaged, lapsed, tried, and uninstalled. Marketers can reach out to customers and send push notifications, in-app messages, and emails, thereby driving engagement conversions. Marketers can track customer engagement metrics and get insights into Customer Acquisition. It leverages AI technology and orchestrates customer journeys to optimize experiences.
- Dec 2025Series F$57M
- Nov 2025Series F$60M
- May 2022Series E$77.1M
- Nov 2021Series D$30M
#4
Feedzai 🦄Series E · San Mateo, California · founded 2011 · 597 employees$282Mraised▾
Provider of an AI-native platform for fraud and financial crime prevention. The platform offers solutions for scam prevention, identity verification, fraud detection, and anti-money laundering compliance. It includes features such as new account fraud prevention, transaction monitoring, and risk management. The platform serves industries including retail banks, payment service providers, and government entities. It helps to ensure trusted digital identity and reduce compliance costs.
- Oct 2025Series E$75M
- Mar 2021Series D$200M
- Oct 2017Series C$50M
- Oct 2016Series B—
#5
Series E · San Mateo, California · founded 2013 · 175 employees$120Mraised▾
Atscale provides a cloud based data science platform. It provides a platform that democratizes access to data, analytics, and insights while enabling centralized data governance. It also provides a BI tool that delivers business analytics for cloud data sets. Features of the platform include AI and ML based automated generation of data pipelines, dashboards for publishing results, visual data modeling, etc.
- Dec 2025Series E$62.1M
- Dec 2018Series D$50M
- Aug 2017Series C$25M
- May 2016Series B$11M
#6
Glean 🦄Series F · Palo Alto, California · founded 2019 · 258 employees$560Mraised▾
Cloud-based platform for enterprise search. It provides software to conduct searches through enterprise apps and content. It also offers a purpose-based search for processes like hiring and assigning tasks. It has integrations with Figma, Slack, Box, Gitlab, Google, Asana etc.
- Jun 2025Series F$150M
- Sep 2024Series E$260M
- Feb 2024Series D$200M
- May 2022Series C$100M
#7
Series B · Los Altos, California · founded 2018 · 74 employees$56.7Mraised▾
Provider of storage management solutions. The platform offered by the company leverages machine learning, data virtualization, and Metadata. It provides storage solutions such as cloud analytics, NAS, SAN, object data management, and hybrid cloud management.
- Feb 2026Series B—
- Apr 2025Series B$100M
- Jul 2023Series A$56.7M
#8
Acquired · San Mateo, California · founded 2017 · 157 employees$382Mraised▾
Provider of an AI-powered observation platform built on a streaming data lake. The platform structures logs, metrics, and traces as entities with semantic relationships. It offers a real-time ingest pipeline to filter and enrich signals. The platform includes logs, metrics, services, Kubernetes, and LLM Explorers. It delivers application performance and infrastructure monitoring, log management, and analytics.
- May 2025Series C$156M
- Feb 2024Series B$145M
- Oct 2023Series A$50M
- May 2022Conventional Debt$70M
#9
Series B · Mountain View, California · founded 2022 · 2 employees$43.5Mraised▾
Developer of AI agents for financial workflows and investment insights. The agents provide capabilities such as answering questions, delivering insights, and automating workflows. The AI agents continually monitor markets and generate financial models, reports, and presentations. The system unifies quantitative and qualitative data from market insights to broker research, integrating with internal notes. It offers tools for real-time monitoring and alerts.
- Feb 2026Series B—
- May 2025Series B$43.5M
#10
Series B · Berkeley, California · founded 2019 · 21 employees$31.6Mraised▾
Cloud and AI based analytics for encrypted cloud data. It provides a data encryption platform for unlocking confidential data. The platform also makes confidential data useful by enabling secure analytics and machine learning on encrypted data that comes from one or more sources. The features of the software include secured cloud collaboration, compliance management, structured data processing, etc.
- Feb 2026Series B$24M
- Mar 2025Series A—
- Jun 2022Series A$22M
- Jul 2021Seed$9.5M
#11
Series B · San Francisco, California · founded 2023$107.9Mraised▾
Provider of AI software for document parsing and data extraction. The software utilizes computer vision and vision-language models to deliver accurate, LLM-ready results. It offers tools for parsing, splitting, extracting, and editing documents. The system reads documents, captures layout, structure, and meaning, and corrects outputs in real-time. It separates multi-document files, extracts structured data, and fills in blanks without templates. The software supports various file types and multiple languages.
- Oct 2025Series B$75M
- Apr 2025Series A$24.5M
- Oct 2024Seed$8.4M
#12
Series F · San Francisco, California · founded 2014 · 1003 employees$378.6Mraised▾
Developer of healthcare data platforms and artificial intelligence agent software. This technology unifies clinical, operational, and financial information from disparate systems to support decision-making. The platform provides tools for population health management, revenue cycle automation, and quality performance tracking. It enables the deployment of automated assistants to streamline administrative workflows, manage patient outreach, and facilitate care coordination across various healthcare settings. The system integrates non-electronic health record data to improve documentation accuracy and support value-based care initiatives.
- Jan 2025Series F$178.8M
- Dec 2021Series E$150M
- Feb 2021Series D$105M
- Sep 2019Series C$70M
Funding & investor landscape
Notable founders
Market landscape — 10 sub-themes by coverage
Share of Big Data Analytics coverage by sub-theme.
Regulatory-risk over time rising
Funding & growth over time
funding rising · growth rising