Total Products under this Category: 120
Last updated: August 06, 2026
Why You Can Trust G2's Software Rankings:
G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.
Highlighted products: Databricks, Google Cloud BigQuery, Snowflake, SAP Datasphere, IBM watsonx.data, Amazon Redshift, Teradata Autonomous Knowledge Platform, and VMware Greenplum.
Underlying data: [Grid® JSON](https://www.g2.com/categories/data-warehouse/grids.json?focus%5B%5D=databricks&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=snowflake&focus%5B%5D=sap-datasphere&focus%5B%5D=ibm-watsonx-data&focus%5B%5D=amazon-redshift&focus%5B%5D=teradata-autonomous-knowledge-platform&focus%5B%5D=vmware-greenplum)
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Tens of thousands of customers use Amazon Redshift, a fast, fully managed, petabyte-scale data warehouse service that makes it simple and cost-effective to efficiently analyze all your data using your existing business intelligence tools. It is optimized for datasets ranging from a few hundred gigabytes to a petabyte or more and costs less than $1,000 per terabyte per year, a tenth the cost of most traditional data warehousing solutions.
Polyture combines all the major elements of the modern data stack into one application that is intuitive and free to use. The platform consists of four modules; Warehousing, Dataflows, Automated Machine Learning, and Dashboards.
Average Rating: 5.0/5.0
Total Reviews: 4
"Great for making live dashboards from Google Sheets"
Rating: 5.0/5.0 stars
— George C.
"The best tool we've found for our company data"
Rating: 5.0/5.0 stars
— Kamal M.
Tired of Data Chaos holding back your business? Say hello to Anvizent, the next-gen technology that guarantees the success of your BI and AI project with instantaneous access to integrated, accurate, reliable data. Powered by the highest level of automation in data management, Anvizent comes with a dynamic 'Configurable Guided Interface' that adjusts to ongoing data changes and business needs. Finally get integrated, accurate, reliable data at the speed of business. Anvizent guarantees 100% Data Accuracy - No Mistakes Every Time
Average Rating: 4.4/5.0
Total Reviews: 4
"How Anvizent has changed our Business"
Rating: 4.0/5.0 stars
— Duncan R.
"Great team to work with! Powerful tools for data management"
Rating: 5.0/5.0 stars
— Shaun B.
Bear Cognition, headquartered in Charleston, South Carolina, is a high-touch data intelligence and solutions company that helps organizations turn potential into performance through the power of AI solutions. By combining proprietary tools with our Data Lab, we deliver tailored solutions that empower clients to unlock insights and drive results faster and more effectively than ever imagined. You know AI is valuable. You have data, challenges, and goals. But how do you turn AI potential into real business impact? Our SwaS® (Software with a Service) model blends the speed and scalability of SaaS with hands-on expertise, providing clients with the tools and support needed to efficiently extract intelligence and optimize performance from their data, no matter the industry. Our solutions drive excellence: * Data that Delivers - transform raw data into actionable insights * AI Powered Decisions - Predict, optimize, and automate smarter * Automation that Scales - Reduce inefficiencies, not just workloads * Tech that Fits - The right solutions, tailored to your industry. No cookie-cutter software here. Examples include AI-powered anomaly detection systems, revenue optimization tools, intelligent document processing solutions, and anything else you can dream up. At Bear Cognition, we: * Execute where others ideate - AI without implementation is just a buzzword. * Move you further, faster - Speed matters. We help companies gain an edge. * Say "No" - If we're not the right fit, we'll tell you. We want partners, not just clients. Our Data Professionals work as an extension of your team, collaborating to customize solutions, integrate new technologies, and ensure you achieve better outcomes—faster. We don’t just deliver software; we provide the expertise to make it work for you.
Average Rating: 5.0/5.0
Total Reviews: 3
AI-generated summary from verified user reviews
Rating: 5.0/5.0 stars
— Chris W.
Rating: 5.0/5.0 stars
— Ryan H.
Denodo is a leader in data management. The award-winning Denodo Platform is the leading logical data management platform for transforming data to trustworthy insights and outcomes for all data-related initiatives across the enterprise, including AI and self-service. Denodo's customers in all industries all over the world have delivered trusted AI-ready and business-ready data in a third of the time and with 10x better performance than with lakehouses and other mainstream data platforms alone. The Denodo Platform includes the following capabilities: - A semantic layer, with semantic search and embedded data prep in a self-service data catalog. - Unified, real-time-updated data views without expensive replication or copying of data. - Native connectors to over 200 source systems, both cloud and on-premises - An AI SDK which implements metadata-driven RAG (retrieval augmented generation) to provide trusted data to AI agents. - Query acceleration, improving lakehouse performance by 10x while also reducing compute and storage costs. - Federated enterprise-wide governance and privacy compliance. - Greater automation of common data engineering tasks, with the AI-powered Denodo Assistant. Enterprises world-wide across every major industry have used Denodo to achieve greater business self-service and agility, improve operational visibility and efficiency, optimize the performance and cost of modern data infrastructure such as Lakehouses, and ensure success of their AI initiatives. Denodo now offers two options to meet these needs: the Denodo Platform, deployable in all Clouds (AWS, Azure, GCP and Alibaba) and on-premises for full control, and Agora, our fully managed cloud service available on AWS, offering an entirely managed experience with the same rich data capabilities. Denodo provides a unique approach to data integration and management not found in any other platform. Denodo customers reported: 83% increase in business user productivity 67% reduction in time required to prepare data for AI 65% decrease in data delivery time vs. ETL 10x improvement in Lakehouse query performance compared to running queries directly resulting in an average three-year benefit of $6.8M, ROI of 408%, and payback within six months across customers.
Average Rating: 4.3/5.0
Total Reviews: 39
AI-generated summary from verified user reviews
"Effortless Data Virtualization with Top-Notch Security"
Rating: 4.5/5.0 stars
— Aman M.
"Denodo’s Real-Time Data Virtualization Makes Integration Fast and Flexible"
Rating: 4.5/5.0 stars
— Mahmoud H.
An enterprise-class, evergreen, infinitely scalable & fully managed decision support platform… EntelliFusion is a comprehensive decision support capability. Rather than piecemeal together several different platforms for data prep, data warehousing & governance, EntelliFusion's architecture provides a one-stop shop for outfitting an organizations data infrastructure. EntelliFusion is used for business intelligence, analytics & machine learning capabilities all in one. It is also fully managed; EntelliFusion customers have enjoyed Teksouth's long standing history of professional services to ensure successful project completion. We ensure every customer makes it to the finish line of their data driven culture transformation by acting as their sole outfitter and guide for the journey. KEY FEATURES - Data Sources: Data Agnostic, Loads structure and semi-structured data - EntelliFusion Studio™: Metadata Driven, Business rules applied across platform, Code re-use - Modern Data Warehouse: Built to scale-out, scale-infinitely, Cloud or On-premise ready, Robust, redundant & reliable - EntelliCache™: Efficiency increases with use, Institutes late binding, Agile business rules available instantly - Communication: Fully managed optimization, Compressed & encrypted, Secure transmission of sensitive data - Perspectives: Full control of data representation, Captions & definitions applied to define data elements - Presentation: Free ad-hoc query & dashboard web app, Connection to COTS BI tool of your choosing, Self-service near real time KPIs Teksouth was founded in 1982 in Birmingham, AL. For the last two decades Teksouth has been a government contractor for data management and decision support, even providing an early government cloud environment some 15 years ago. EntelliFusion has been built and innovated on for about two decades while we have serviced several large DoD clients, proving itself performant while evergreen, constantly innovated on and built on the latest and greatest Microsoft technologies and frameworks. In it's largest instance, EntelliFusion securely manages 22 terabytes of queryable data, integrating 226 interfaces. This instance services 15,000 annual users who perform roughly 30 million ad-hoc queries annually with an average response time of 4 seconds. Teksouth has since launched EntelliFusion commercially.
Average Rating: 3.5/5.0
Total Reviews: 4
Rating: 4.5/5.0 stars
— Yunus K.
Rating: 5.0/5.0 stars
— Satish Kumar E.
GeoSpock enables data fusion for the connected world with GeoSpock DB – the space-time analytics database. GeoSpock DB is a unique, cloud-native database optimised for querying for real-world use cases, able to fuse multiple sources of Internet of Things (IoT) data together to unlock its full value, whilst simultaneously reducing complexity and cost. GeoSpock DB enables efficient storage, data fusion, and rapid programmatic access to data, and allows you to run ANSI SQL queries and connect to standard analytics tools via flexible JDBC/ODBC connectors. Users are able to perform deep analysis and share insights using familiar toolsets, with plug and play support for common BI tools (such as Tableau™, Amazon QuickSight™, and Microsoft Power BI™), and Data Science and Machine Learning environments (including Python Notebooks and Apache Spark). The database can also be integrated with proprietary applications, web services, and internal tools – with compatibility for open-source and customisable visualisation libraries such as Kepler and Cesium.js.
Average Rating: 4.0/5.0
Total Reviews: 10
Rating: 4.5/5.0 stars
— Gajendra R.
Rating: 5.0/5.0 stars
— Jakes J.
Sesame Software is a comprehensive data management solution designed to assist organizations in backing up, exporting, replicating, and transferring data from various systems, including Salesforce and NetSuite, into databases, cloud storage, and other downstream systems. This suite of tools is tailored to support critical functions such as data protection, reporting, analytics, compliance, migration, and long-term data access, ensuring that businesses can effectively manage their data assets. The target audience for Sesame Software includes businesses of all sizes that rely on cloud applications and databases for their operations. Organizations seeking to safeguard their data from accidental loss or corruption, maintain compliance with regulatory standards, or streamline their data workflows will find significant value in these solutions. Specific use cases range from protecting Salesforce data against unintended deletions to exporting NetSuite data for compliance and reporting purposes. The versatility of Sesame Software makes it an essential resource for IT departments, data analysts, and compliance officers alike. One of the standout features of Sesame Software is its Salesforce Backup & Recovery solution, which is designed to protect Salesforce data from various risks, including accidental deletions and system errors. This solution offers automated full and incremental backups with flexible scheduling options, allowing users to monitor backup health and job activity through a centralized dashboard. The ability to restore data from specific backup snapshots, whether through full restores or selective record-level recovery, adds an additional layer of security and control for users. Backup history and logs further support auditing and troubleshooting, ensuring that organizations can maintain oversight of their data management processes. In addition to backup capabilities, Sesame Software provides robust data replication features that enable organizations to keep systems synchronized and support analytics and reporting. The automated replication jobs can be monitored, with logs available for tracking job status and errors, facilitating seamless data movement between systems. Furthermore, the platform includes tools for building data pipelines and ETL (extract, transform, load) workflows without the need for coding, allowing users to prepare data for reporting and analytics efficiently. Data migration is another critical aspect of Sesame Software, with automated processes that facilitate the transfer of data from source systems to target platforms while maintaining data integrity. The NetSuite Data Export feature allows organizations to export data into external databases or cloud storage, capturing both standard and custom objects while preserving schema and historical integrity. Supported destinations include a variety of relational databases and cloud storage platforms, making it easier for organizations to manage their data across different environments. Overall, Sesame Software stands out for its wide range of connectors and its ability to simplify complex data management tasks without the need for custom coding.
Average Rating: 4.3/5.0
Total Reviews: 45
AI-generated summary from verified user reviews
"Netsuite to SQL Backups - Solid Support"
Rating: 4.5/5.0 stars
— Verified User in Non-Profit Organization Management
"Exceptional Partner for Legacy ERP Data Archival"
Rating: 5.0/5.0 stars
— Susann E.
SQream provides an analytics platform that minimizes Total Time to Insights (TTTI) for time-sensitive data on-prem and on-cloud. Designed for tera-to-peta-scale data, the GPU-powered platform enables enterprises to rapidly ingest and analyze their growing data – providing full-picture visibility for improved customer experience, operational efficiency, and previously unobtainable business insights.
Average Rating: 4.3/5.0
Total Reviews: 3
Rating: 5.0/5.0 stars
— Sanraj B.
"A great way to identify network issues fast"
Rating: 4.5/5.0 stars
— Tsahi L.
Angles for Oracle is a process analytics engine for Oracle Business Applications, designed to help enterprises evaluate and measure actionable insights and streamline reporting using pre-built content and multiple no-code business views. The platform enables professionals to collect data from different sources such as E-Business Suite and Oracle Cloud Applications and conduct ad hoc analysis on transactional details. End-users can modify business views and securely access BI content. Team members can use the collaborative portal to search report catalogs, customize existing views, generate BI tool templates, and deploy views to the database. It offers integration with various third-party applications such as Microsoft PowerBI and Azure, Tableau, Oracle BI tools, Snowflake, and more. Transform the critical data in your Oracle ERP applications into actionable insights with Angles for Oracle from insightsoftware. Give the power of operational analytics and business intelligence (BI) to the people who need it most—your business users..
Average Rating: 4.2/5.0
Total Reviews: 5
"Angles for Oracle (Noetix Reporting)"
Rating: 5.0/5.0 stars
— Govind B.
"Noetix Views and Analytics are flexible and great reporting solutions."
Rating: 4.5/5.0 stars
— Verified User in Computer Games
Archon Data Store™ (ADS) is an enterprise data archiving platform that helps organizations securely manage, store, and access historical information from legacy applications and diverse data sources. It supports both structured data archiving and unstructured data archiving, making it suitable for databases, ERP systems, mainframes, file repositories, and collaboration tools. ADS is designed for enterprises that need to reduce the cost of legacy systems, simplify application decommissioning and application retirement, and ensure compliance with regulations while keeping data accessible for audits, reporting, and analytics. ADS combines modern lakehouse architecture with open-source technology, giving organizations a flexible and scalable environment for intelligent data archiving. It helps IT leaders in industries such as healthcare, banking, insurance, and manufacturing maintain compliance, support digital transformation, and unlock value from archived information. In addition to archiving, the platform enables AI data archiving and analytics, allowing historical records to remain useful for decision-making and innovation. Key features and benefits include: Application decommissioning and retirement: Retire legacy systems without losing access to historical data, reducing infrastructure and licensing costs. Structured and unstructured data archiving: Consolidate records from databases, ERP, HR, file shares, and more into a single secure repository. Intelligent data archiving: Optimize storage with tiering (hot, warm, cold), retention management, and metadata-driven governance. AI data archiving and analytics: Enable ongoing use of archived information for reporting, compliance, business intelligence, and machine learning. Security and compliance: Protect sensitive data with encryption, role-based access, and support for regulations such as GDPR, HIPAA, and SOX. By centralizing enterprise data archiving in one platform, Archon Data Store™ helps organizations lower costs, stay compliant, and make archived data readily available for future needs.
Average Rating: 4.8/5.0
Total Reviews: 3
AI-generated summary from verified user reviews
"Powerful, Easy to Use, and Backed by Great Tech Support"
Rating: 4.5/5.0 stars
— Saikiran K.
"Effortless Cloud Archiving: ADS Simplifies Complex Data Retention"
Rating: 5.0/5.0 stars
— Desmond T.
AtScale enables smarter decision-making by accelerating the flow of data-driven insights. The company’s semantic layer platform simplifies, accelerates, and extends business intelligence and data science capabilities for enterprise customers across all industries. Features: -Design Canvas: AtScale’s Design Canvas visually and intuitively connects to any data -Autonomous Data Engineering—Just-in-time query optimization that anticipates the needs of the data consumer. -Universal Semantic Layer—A workspace with a Design Canvas for your data consumers to define business meaning and get a single-source-of-truth. -Security & Data Governance —Centralized security policy to decentralize access using the tenants of Zero Trust. -Virtual Cube Catalog—A gateway to data that is easily discoverable and frictionless—and available to use every day, en masse. Benefits: -No data movement: AtScale is agnostic to data platforms and data location, whether on-premises or in the cloud, in a data lake or a data warehouse. -Automatic “smart” aggregate creation: AtSacle’s intelligent aggregates adapt to the data model and how it is used, automating the data engineering tasks required to support those activities and reducing time spent from weeks to hours. -Use your existing BI and AI tools: AtScale provides access to live, atomic-level data without the user needing to understand where or how to access the data, so you can keep using your tools of choice. -No more extracts or shadow IT: AtScale eliminates the need for extracts with a single, consistent, governed view of live data, regardless of which BI and AI tools are used. -Data-as-a-service: AtScale allows metadata to be created once, with centrally defined business rules and calculations, exposing data assets as a service. -Data platform portability: Models built in AtScale are portable, with no need to recreate them for different platforms. AtScale can easily be repointed to new data platforms, making migration seamless to business users. -Faster time-to-insight: AtScale reduces time-to-insight from weeks and months to minutes and hours. AtScale virtual models can be created and deployed in no time, with no ETL or data engineering. -Future-proof your data architecture: AtScale alleviates the complexities of data platform and analytics tool integration, making cloud, hybrid-cloud and multi-cloud data architectures a reality without compromising performance, security, agility or existing governance and security policies.
Average Rating: 4.5/5.0
Total Reviews: 4
Rating: 4.0/5.0 stars
— Saloni J.
"Best tool to get advanced analytics on big data"
Rating: 4.5/5.0 stars
— Ajeet M.
DataWarehousing Engineer-to-Order product is the industry’s most comprehensive ERP and MES solution designed and developed to address industry and functional-specific applications of enterprise companies worldwide.
Average Rating: 3.3/5.0
Total Reviews: 2
Rating: 4.0/5.0 stars
— Verified User in Banking
Our real-time analytics database, built from Apache Druid, enables developers to build the next generation of analytics applications. With Imply, developers can build without constraints as our database lets them create interactive data experiences on streaming and batch data with limitless scale and at the best economics. Imply delivers the complete developer experience for Apache Druid. Founded by its original creators, Imply adds to the speed and scale of the database with committer-driven expertise, effortless operations, and cloud deployment to meet developers’ application requirements with ease. Backed by leading investors including Thoma Bravo, a16z and Bessemer Venture Partners, Imply is on a fast growth trajectory - disrupting the $100B database market - with customers including Twitter, Salesforce, Atlassian, Reddit, and Intercontinental Exchange.
Average Rating: 4.3/5.0
Total Reviews: 4
AI-generated summary from verified user reviews
"Imply Druid helped us build a fast performant event driven architecture"
Rating: 4.0/5.0 stars
— Divya B.
Rating: 4.5/5.0 stars
— Yaniv H.
IOMETE is a modern self-hosted data lakehouse platform that empowers data teams to manage and extract value from big, complex data sets, whether they reside on-premise or in the cloud. IOMETE's self-hosted architecture significantly enhances security and privacy by allowing customers to maintain complete control over their data environment. This architecture minimizes exposure to potential vulnerabilities associated with shared platforms, enabling organizations to implement tailored security protocols and compliance measures that align with their specific needs. By running the data lakehouse platform within their own infrastructure—whether on-premise or in a private cloud—customers can safeguard sensitive information, ensuring that it remains protected from unauthorized access and breaches. This approach not only raises the bar for data security but also fosters greater trust and confidence among our clients.
Average Rating: 5.0/5.0
Total Reviews: 2
"Best Modern Lakehouse Platform"
Rating: 5.0/5.0 stars
— Verified User in Computer Software
"A powerful data-management tool for business analytics"
Rating: 5.0/5.0 stars
— Verified User in Management Consulting
WhereScape 3D is a data modeling platform built specifically for enterprise data warehouses, data lakes, and data lakehouses. Powered by template-driven automation, 3D enforces architectural best practices, governance, and standardization at every step, producing deployment-ready artifacts in a fraction of the time.
Average Rating: 2.8/5.0
Total Reviews: 2
