Loading the SOTA2 catalog…
Compare data integration & etl products for capabilities, deployment, pricing, and enterprise readiness. Ranked using verified practitioner feedback, product research, and enterprise trust signals.
| Company | Description | Matching products |
|---|---|---|
| Google Workspace | Secure collaboration and productivity apps for businesses of all sizes, including Gmail, Drive, Meet, and more. Formerly G Suite. | |
| Cloudera | The only data and AI platform that large organizations trust to bring AI to their data anywhere it lives. | |
| Informatica | Informatica provides the Intelligent Data Management Cloud (IDMC), an enterprise-scale data management cloud platform. |
| Databricks | Databricks offers a unified Data Intelligence Platform for data, analytics and AI, built on a lakehouse foundation with a Data Intelligence Engine that understands the unique semantics of your data. |
| SAS | SAS is the leader in analytics. Through innovative Analytics, Artificial Intelligence and Data Management software and services, SAS helps turn your data into better decisions. |
| Confluent | Unified Data Streaming Platform built on Apache Kafka and Apache Flink, enabling organizations to stream, connect, process, and govern data. |
| Alteryx | Analytics automation and data preparation platform. The platform, branded Alteryx One, is an AI-native platform unifying data, analytics, and AI workflows. |
| Dataiku | The Platform for AI Success that unites people, orchestration, and governance to turn AI investments into measurable business outcomes. |
| Klaviyo | AI marketing and service platform (AI-first B2C CRM) for consumer brands, unifying marketing and service across email, SMS, WhatsApp, social, and more. |
| Julius AI | AI for workplace tasks. Use Julius AI to handle Excel files, create slide decks, and cut down the time it takes to get your work done. |
| Crusoe | Crusoe is a technology infrastructure company that uses clean energy to power its solutions, providing next-gen AI infrastructure and cloud compute. The company designs, builds, and operates AI data center infrastructure, modular manufacturing, and energy assets. |
| Sisense | Sisense accelerates product innovation through AI/ML capabilities. Its global analytics platform lets customers drive better, faster decisions for their business and end users. |
| Shakudo | Shakudo is the operating system for AI and Data. Tool-agnostic platform that runs in customer infrastructure with no vendor lock-in. |
| GridGain | Enterprise-grade in-memory computing platform built on Apache Ignite, delivering sub-millisecond transactional, analytical, and stream processing at scale. GridGain is a MariaDB company. |
| Deepnote | Collaborative analytics & data science notebook platform for exploring data with Python & SQL, team collaboration, and sharing insights. |
| Reworkd AI, Inc. | Operates Reworkd, an end-to-end web scraping platform with automated AI agents, self-healing scrapers, and an analytics dashboard. |
| LanceDB | The multimodal lakehouse for AI, accelerating large-scale data curation and feature engineering so teams can build better models faster. |
| Aiven | AI-ready open source data platform combining open-source services to stream, store, and serve data across major cloud providers. |
| Browse AI | No-code web data extraction platform that enables users to train custom AI robots to turn any website into a spreadsheet or data pipeline. |
| Tray.ai | AI-native enterprise iPaaS and enterprise orchestration platform for data and AI — for building AI agents, governing Model Context Protocol (MCP), connecting 700+ apps, and automating processes. |
| SQream | GPU-accelerated data analytics acceleration platform for enterprise-scale data analytics and AI factory workloads. |
| Uniphore | Enterprise AI company providing the Uniphore Business AI Cloud platform spanning data, knowledge, models, and agents. |
| kapa.ai | AI assistant platform for technical documentation that indexes content across 30+ sources to deliver enterprise-ready AI assistants answering complex technical questions with citations. |
| Onyx | Open-source (MIT-licensed) enterprise AI platform providing AI chat, enterprise search, deep research, and custom agents connected to company data. |
| Datarails | Datarails is an Excel-native FP&A platform and AI finance operating system that consolidates financial data from various sources to support planning, analysis, and reporting. |
| Datafold | Datafold is the data engineering automation platform. AI-powered migrations delivered in weeks with guaranteed outcomes, plus data quality tools for CI/CD testing, monitoring, and AI agent integrations. |
| Kovair Software | Kovair Software is a software product company specializing in Integrated ALM solutions. It offers enterprise-grade software development lifecycle management solutions for agile teams with tools integration, data migration, product portfolio management and DevOps. |
| Avataar AI | AI-native transformations platform with domain-specialized AI agents that drive enterprise cost efficiency, operational turnaround, and defensible IP-led value creation. |
| Eventual Inc. | Eventual Inc. operates the Daft brand, providing an open-source high-performance data engine for AI workloads that processes any modality at scale using Python DataFrames and SQL. |
| Pryon Inc. | Pryon RAG Suite provides best-in-class ingestion, retrieval, and generative capabilities for building and scaling an enterprise RAG architecture. |
| Hammerspace | High-performance data platform for AI anywhere. Unifies, orchestrates, and accelerates unstructured data for distributed AI and HPC workflows across any storage, any cloud, anywhere. |
| Segmed | Segmed provides de-identified medical imaging data for AI and clinical research, offering millions of regulatory-grade medical images to life sciences and technology companies. |
| Amini AI | Sovereign data infrastructure provider for the Global South, offering a platform for data ingestion, validation, AI-powered analytics, and localized compute. |
| Integuru | Generates production-ready APIs for any platform using direct HTTP requests instead of browser automation or RPA. |
| Thematic | AI-powered customer intelligence platform for enterprise CX that turns unstructured feedback into traceable reporting and enables AI agents to scale reliably. |
| CommodityAI | Agentic AI for commodity companies — own execution throughout commercial, logistics, and finance operations. |
| Riveter | Riveter replaces your entire scraper infrastructure with a single API. Fully automated web data extraction, end to end. |
| superglue | superglue builds, runs, and maintains enterprise integrations from natural language. AI agents connect, migrate, and implement enterprise systems. |
| Scispot | Scispot is a Canadian startup known as the super app for life-science labs, providing an operating system for modern biotech that merges technology with biotech and AI. |
| Zetaris | Zetaris is an automated data engineering and AI development and deployment platform enabling Gen AI on customer data via data discovery, connectivity, access controls, governance, and data preparation for AI, Analytics & BI. |
| Aid4Mail | Email forensics, migration, e-discovery, and conversion software. |
| OneSchema | AI-powered data operations platform that automates data intake, cleanup, and reconciliation across spreadsheets, files, and legacy systems. |
| Sanifu | Platform for building internal autonomous data apps and agents. Automates repetitive spreadsheet work including cleaning data, matching records, preparing reports, and moving data from emails, PDFs, and Excel into dashboards. |
| Aclaimant | Aclaimant's RMIS and Claims Management platform is optimized to drive active risk management, reduce cost and improve productivity. Solutions bring loss prevention, incident, and claims management, OSHA reporting, and analytics into one connected platform. |
| Intuned | Code-first browser automation platform for developers, offering scrapers, RPA, and integrations for services without APIs. |
| PlainProxies | Web data extraction platform providing residential and datacenter proxy infrastructure and web scraping APIs with a pool of 25M+ IPs across 195+ countries. |
| Serafis | Structured access to narrative data for financial markets. |
| Telmai | AI-based data observability platform ensuring data consistency across every source system in data pipelines. |
| Sennu AI | Professional services firm that rolls out Claude across the enterprise. Connects Claude to customer systems, prepares data, builds custom agents, provides security and governance, training, and managed operations. |
| Clidey, Inc. | Builds open-source data infrastructure tools that give organizations complete control over their data. Self-hosted, governance-first, no vendor lock-in. |