Best Big Data Integration Platforms - Page 4

How Many Big Data Integration Platforms Products Does G2 Track?

Total Products under this Category: 129

Category Stats (Sep 2026)

  • Average Rating: 4.51/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Cloudera (+2.21%) - Among all products in this category, Cloudera recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Big Data Integration Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 10,600+ Authentic Reviews
  • 129+ Products
  • Unbiased 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.

G2 Grid® for Big Data Integration Platforms

G2 Grid® for Big Data Integration Platforms plotting products by satisfaction and market presence

Highlighted products: Google Cloud BigQuery, Alteryx, Snowflake, Fivetran, Workato, Azure Data Factory, SnapLogic Agentic Integration and Applied AI Platform, and AWS Lake Formation.

Underlying data: [Grid® JSON](https://www.g2.com/categories/big-data-integration-platforms/grids.json?focus%5B%5D=google-cloud-bigquery&focus%5B%5D=alteryx&focus%5B%5D=snowflake&focus%5B%5D=fivetran&focus%5B%5D=workato&focus%5B%5D=azure-data-factory&focus%5B%5D=snaplogic-agentic-integration-and-applied-ai-platform&focus%5B%5D=aws-lake-formation)

Riva

Empowering Trusted Relationships in Financial Services Riva is the trusted partner for organizations seeking to build stronger client relationships while streamlining operations. Our innovative solutions empower advisors to deliver personalized, compliant experiences at scale. With seamless CRM integration, real-time client insights, and advanced data governance, Riva ensures every interaction counts. Serving financial services and other data-sensitive industries for over 15 years, we help businesses safeguard their clients, nurture lifelong relationships, and reclaim valuable time. Join the 650+ enterprises worldwide who trust Riva to transform how they engage with their customers. https://rivaengine.com/

Average Rating: 4.1/5.0

Total Reviews: 106

How Do G2 Users Rate Riva?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 8.9/10)
  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Riva?

  • Seller: Omni Technology Solutions
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Edmonton, Alberta
  • Twitter: @crm_integration
    6 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    135 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Banking
  • Company Size: 41% Medium, 31% Small

What Do G2 Reviewers Say About Riva?

AI-generated summary from verified user reviews

Pros
  • Users value the high accuracy in data processing and evaluation, enhancing their workflow and error management.
  • Users appreciate the time-saving automation of Riva, enhancing productivity and streamlining workflows effortlessly.
  • Users appreciate the automation capabilities of Riva, which streamline workflows and enhance productivity significantly.
  • Users appreciate the seamless CRM integration of Riva, enhancing productivity through reliable data synchronization.
  • Users commend Riva's expert customer support, noting its responsiveness and high level of expertise throughout their experience.
Cons
  • Users find the automatic integration frustrating, as it limits manual control when necessary for tasks.
  • Users express frustration with AI limitations in Riva, as it hinders manual control when necessary.
  • Users express frustration with the automation difficulty of Riva, finding it challenging to perform tasks manually when needed.
  • Users dislike the automation issues causing difficulties when manual intervention is required.
  • Users find the installation process complicated, often requiring additional support to complete successfully.

What Are Recent G2 Reviews of Riva?

What Are G2 Users Discussing About Riva?

Progress MarkLogic

Progress MarkLogic is an enterprise-grade multi-model data management platform that unlocks value from complex data. It works with the full breadth of a company's information and makes it easily discoverable and ready to power high-value applications, decision intelligence and trustworthy AI. Organizations leverage integrated capabilities to integrate, harmonize, search and visualize multi-model data to build a connected data ecosystem as the secure and scalable foundation for the AI era.

Average Rating: 4.3/5.0

Total Reviews: 65

How Do G2 Users Rate Progress MarkLogic?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 8.9/10)
  • Quality of Support: 8.2/10 (Category avg: 8.9/10)
  • Ease of Use: 8.1/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Progress MarkLogic?

  • Seller: Progress Software
  • Company Website:
  • Year Founded: 1981
  • HQ Location: Burlington, MA.
  • Twitter: @ProgressSW
    48,773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,242 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 53% Large, 24% Small

What Are Recent G2 Reviews of Progress MarkLogic?

What Are G2 Users Discussing About Progress MarkLogic?

Apache Sqoop

Apache Sqoop is a tool designed for efficiently transferring bulk data between Apache Hadoop and structured datastores such as relational databases.

Average Rating: 4.3/5.0

Total Reviews: 29

How Do G2 Users Rate Apache Sqoop?

  • Has the product been a good partner in doing business?: 8.1/10 (Category avg: 8.9/10)
  • Quality of Support: 8.5/10 (Category avg: 8.9/10)
  • Ease of Use: 8.7/10 (Category avg: 8.8/10)
  • Ease of Admin: 9.2/10 (Category avg: 8.5/10)

Who Is the Company Behind Apache Sqoop?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 55% Large, 23% Medium

What Are Recent G2 Reviews of Apache Sqoop?

What Are G2 Users Discussing About Apache Sqoop?

ClicData

ClicData is a cloud-based data platform that spans multiple product categories: Business Intelligence, ETL, Data Warehousing and Data Lakehouse, Data Visualization, Embedded Analytics, and AI-powered Analytics. It is built to support the full data lifecycle: from ingestion and storage to transformation, visualization, and distribution within a single environment, extended with native AI capabilities and an MCP (Model Context Protocol) server for programmatic AI integration. Mid-market companies use ClicData to consolidate data workflows that would otherwise require separate tools for each stage. The platform is used across industries including retail, healthcare, media, manufacturing, and public services, by both centralized data teams and operational groups managing their own reporting needs. Core Capabilities - Connecting to databases, cloud applications, APIs, and flat files through a library of pre-built connectors - Storing and organizing data in an integrated data warehouse and data lake structure - Cleaning and transforming data using no-code ETL interfaces or SQL - Building dashboards and reports using a drag-and-drop editor or an AI dashboard builder that generates interactive, fully functional dashboards from plain-language prompts - Asking questions about your data in natural language with Ask AI: get instant answers, trend summaries, and data explanations directly inside ClicData, no query language required -Detecting anomalies and surfacing forecasts automatically, with AI-assisted insights embedded directly in dashboards and alerts -Scheduling data refreshes, automating alerts, and delivering reports on defined triggers - Embedding dashboards into third-party platforms or client-facing applications - Extending analysis with Python scripts for statistical modeling or machine learning workflows - Connecting external AI agents and tools via ClicData's MCP server, enabling AI assistants and automation workflows to query, manage, and act on ClicData resources programmatically For Leadership and Business Leaders ClicData provides a governed environment where data from multiple sources can be consolidated and made available across teams. It reduces dependency on ad hoc data requests by giving team leads and operational teams direct access to up-to-date dashboards and reports. AI is built into the platform, not bolted on. Ask AI lets business leaders pose plain-language questions directly to their data and receive instant, contextual answers without waiting on an analyst. Anomaly detection and automated alerting mean leadership is notified of significant changes in key metrics the moment they occur, with no manual monitoring required. For Data Practitioners Data engineers and analysts can manage the full pipeline: ingestion, transformation, modeling, and delivery without switching between tools. ClicData supports both no-code and SQL or Python-based transformation, version-controlled data flows, and predictive model development. AI capabilities are deeply integrated at the pipeline level: practitioners can embed automated data quality checks, predictive models, and AI-generated enrichments directly into existing data flows. The MCP server opens a new integration surface: external AI agents, LLM-based workflows, and developer tools can connect to ClicData via the Model Context Protocol to read data, trigger actions, and orchestrate pipelines programmatically, making ClicData a first-class citizen in modern AI-native data stacks. For Operational and Business Users Teams outside of IT can access curated dashboards, apply filters, and work with data that has already been validated upstream. Ask AI surfaces trends, forecasts, and anomalies in plain language, making it possible for non-technical users to act on predictive insights without any analytical expertise. Embedded analytics capabilities allow organizations to surface data, including AI-generated insights, directly within the products or portals their end users already work in, with no separate BI login required. ClicData addresses the common challenge of fragmented data stacks by covering data engineering, storage, analytics, and now AI in one platform. With native Ask AI, an AI dashboard builder, automated anomaly detection, and an MCP server for AI agent integration, ClicData is built for organizations that want intelligence embedded throughout their data workflows, not as an afterthought. It is suited for growing organizations looking to standardize how data is collected, managed, consumed, and acted on across different teams and functions.

Average Rating: 4.5/5.0

Total Reviews: 41

How Do G2 Users Rate ClicData?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 8.9/10)
  • Quality of Support: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind ClicData?

  • Seller: ClicData
  • Company Website:
  • Year Founded: 2008
  • HQ Location: Lille, France
  • Twitter: @ClicData
    806 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    47 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 55% Small, 31% Medium

What Are Recent G2 Reviews of ClicData?

What Are G2 Users Discussing About ClicData?

Qlik Replicate

Qlik Replicate (formerly Attunity Replicate) empowers organizations to accelerate data replication, ingestion and streaming across a wide variety of heterogeneous databases, data warehouses, and big data platforms. Used by hundreds of enterprises worldwide, Qlik Replicate moves your data easily, securely, and efficiently with minimal operational impact. Qlik Replicate provides automated, real-time, and universal data integration across all major source endpoints such as databases, systems like SAP, mainframes and Salesforce and delivers data to streaming systems, data warehouses, and data lakes. On-premises and in the cloud. Qlik Replicate is different and Enterprise-Ready. It moves data at high speed from source to target, simply and easily, and offers a single pane of glass monitoring of your data pipelines across the enterprise, all managed through a graphical interface that completely automates end-to-end replication. With our streamlined and agentless configuration, your administrators and data architects can quickly set up, control, and monitor bulk loads and real-time updates with automated change data capture (CDC) at scale.

Average Rating: 4.3/5.0

Total Reviews: 95

How Do G2 Users Rate Qlik Replicate?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)
  • Quality of Support: 8.0/10 (Category avg: 8.9/10)
  • Ease of Use: 8.4/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Qlik Replicate?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • Twitter: @qlik
    64,130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,399 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 42% Large, 35% Medium

What Do G2 Reviewers Say About Qlik Replicate?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the robust functionality and user-friendly interface of Qlik Replicate, enhancing data replication efficiency and simplicity.
  • Users value the wide database support of Qlik Replicate, enhancing data import efficiency and consistency.
  • Users value the easy integrations of Qlik Replicate, enabling seamless connectivity across diverse systems and platforms.
  • Users appreciate the scalability of Qlik Replicate, allowing effortless replication of millions of data efficiently.
  • Users highlight the automation capabilities of Qlik Replicate, making it a top choice for data management.
Cons
  • Users find the complex setup of Qlik Replicate time-consuming, requiring significant effort to learn and configure.
  • Users find the learning difficulty of Qlik Replicate challenging due to its complex configuration and setup requirements.
  • Users find the difficult setup of Qlik Replicate time-consuming due to its extensive system and environment requirements.
  • Users find Qlik Replicate to be expensive, noting high costs and time-consuming setup and learning processes.
  • Users note that the data security of Qlik Replicate lacks advancement and needs improvements for better protection.

What Are Recent G2 Reviews of Qlik Replicate?

What Are G2 Users Discussing About Qlik Replicate?

Airbyte

Airbyte is an open-source data integration and context layer platform for AI agents that allows companies to unite the data from hundreds of different applications, databases, and APIs. Airbyte can help companies move their data from one location to another automatically. Additionally, Airbyte agents can provide AI agents with the context that they require to complete specific tasks. It helps agents access, search, understand, and act on business data across hundred of tools.

Average Rating: 4.4/5.0

Total Reviews: 78

How Do G2 Users Rate Airbyte?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)
  • Quality of Support: 8.0/10 (Category avg: 8.9/10)
  • Ease of Use: 9.0/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Airbyte?

  • Seller: Airbyte
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • Twitter: @airbytehq
    14,219 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    110 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Financial Services
  • Company Size: 56% Small, 35% Medium

What Do G2 Reviewers Say About Airbyte?

AI-generated summary from verified user reviews

Pros
  • Users find Airbyte's intuitive and straightforward UI allows for quick pipeline deployment and easy data management.
  • Users appreciate the extensive variety of connectors in Airbyte, enhancing their data integration capabilities seamlessly.
  • Users appreciate the clean and seamless UI of Airbyte, making ELT pipeline creation straightforward for everyone.
  • Users find the setup ease of Airbyte exceptional, enabling quick and efficient EL pipeline creation.
  • Users highlight the quick setup of Airbyte, enabling rapid deployment of data pipelines with an intuitive interface.
Cons
  • Users experience poor documentation, which makes troubleshooting and connector development frustrating and time-consuming.
  • Users find the difficult setup of Airbyte occasionally challenging, often requiring assistance from the data team.
  • Users find the error reporting unclear, often struggling with opaque messages that complicate troubleshooting issues.
  • Users find Airbyte to be expensive, especially for small companies managing large data volumes.
  • Users report limited connectors with some in alpha state, impacting stability and functionality for certain platforms.

What Are Recent G2 Reviews of Airbyte?

What Are G2 Users Discussing About Airbyte?

Denodo

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

How Do G2 Users Rate Denodo?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.9/10)
  • Quality of Support: 8.2/10 (Category avg: 8.9/10)
  • Ease of Use: 8.7/10 (Category avg: 8.8/10)
  • Ease of Admin: 7.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Denodo?

  • Seller: Denodo
  • Year Founded: 1999
  • HQ Location: Palo Alto, CA
  • Twitter: @denodo
    5,555 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    792 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 47% Large, 30% Medium

What Do G2 Reviewers Say About Denodo?

AI-generated summary from verified user reviews

Pros
  • Users value the seamless integration and unified data access of Denodo, enhancing workflows and data management significantly.
  • Users appreciate the extensive built-in connectors of Denodo, streamlining seamless integration and facilitating unified data access.
  • Users highly value the extensive data cataloging features of Denodo, facilitating efficient integration and management of data sources.
  • Users appreciate the seamless data integration of Denodo, which streamlines workflows and enhances data management processes.
  • Users value the ease of use with Denodo, appreciating its seamless setup and integration capabilities.
Cons
  • Users find Denodo to be expensive, making it less accessible for smaller companies looking for affordable solutions.
  • Users often face bug issues with the Web Designer, impacting usability compared to the Admin tool.
  • Users find the Web Designer buggy at times, leading to frustration compared to the Admin tool's performance.
  • Users find the steep learning curve of Denodo challenging, particularly for smaller companies with limited resources.
  • Users find the steep learning curve of Denodo challenging, especially for smaller companies trying to adapt.

What Are Recent G2 Reviews of Denodo?

What Are G2 Users Discussing About Denodo?

Talend Data Fabric

Talend Data Fabric is a unified platform that enables you to manage all your enterprise data within a single environment. Leverage all the cloud has to offer to manage your entire data lifecycle – from connecting the broadest set of data sources and platforms to intuitive self-service data access.

Average Rating: 4.3/5.0

Total Reviews: 62

How Do G2 Users Rate Talend Data Fabric?

  • Has the product been a good partner in doing business?: 8.2/10 (Category avg: 8.9/10)
  • Quality of Support: 7.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.1/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Talend Data Fabric?

  • Seller: Qlik
  • Year Founded: 1993
  • HQ Location: Radnor, PA
  • Twitter: @qlik
    64,130 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,399 employees on LinkedIn®
  • Phone: 1 (888) 994-9854

Who Uses This Product?

  • Company Size: 45% Medium, 28% Large

What Do G2 Reviewers Say About Talend Data Fabric?

AI-generated summary from verified user reviews

Pros
  • Users praise the seamless orchestration of data flows in Talend Data Fabric, enhancing efficiency in managing data pipelines.
  • Users appreciate the unified approach to data integration provided by Talend Data Fabric, enhancing their efficiency and flexibility.
  • Users appreciate the intuitive interface of Talend Data Fabric, enabling efficient design and management of data pipelines.
  • Users value the flexibility of Talend Data Fabric, enabling effortless integration across diverse data sources and workflows.
  • Users value the efficient handling of large data volumes with Talend Data Fabric, enhancing performance and scalability.
Cons
  • Users often face a steep learning curve with Talend Data Fabric, making it challenging for beginners to navigate.
  • Users find the high cost of Talend Data Fabric to be a significant drawback despite its capabilities.
  • Users emphasize the need for UX improvement in Talend Data Fabric due to its unintuitive interface and steep learning curve.
  • Users find the poor documentation of Talend Data Fabric makes troubleshooting and getting started quite challenging.
  • Users report slow performance issues with Talend Data Fabric, particularly when handling extremely large datasets.

What Are Recent G2 Reviews of Talend Data Fabric?

What Are G2 Users Discussing About Talend Data Fabric?

BroadPeak Partners

BroadPeak Partners (BroadPeak) provides data and intelligence solutions for energy and commodity trading firms. With certified connectivity to more than 100 global exchanges and brokers through standard protocols including API, FIX, XML, CSV, Kafka, and Message Queue, BroadPeak delivers clean, structured trade data in real time. Our clients include medium to large energy and commodity trading firms across North America, Europe, and Asia-Pacific, trading power, natural gas, crude oil, refined products, and other commodity markets. Data integration serves as the foundation for BroadPeak's suite of solutions, which includes Trade Capture, Trade Reconciliation, Trade Allocation, Position Limits, Regulatory Reporting, and Trade Surveillance. BroadPeak is designed to eliminate manual data work and reduce operational risk across trading, risk, and compliance teams so clients can focus on what matters most, profitable trading. https://broadpeakpartners.com/

Average Rating: 4.8/5.0

Total Reviews: 15

How Do G2 Users Rate BroadPeak Partners?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 9.6/10 (Category avg: 8.9/10)
  • Ease of Use: 9.6/10 (Category avg: 8.8/10)
  • Ease of Admin: 9.3/10 (Category avg: 8.5/10)

Who Is the Company Behind BroadPeak Partners?

  • Seller: BroadPeak
  • Year Founded: 2007
  • HQ Location: New York, NY
  • Twitter: @BroadPeakInc
    209 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 31% Large

What Are Recent G2 Reviews of BroadPeak Partners?

What Are G2 Users Discussing About BroadPeak Partners?

Qubole

Qubole is the open data lake company that provides a simple and secure data lake platform for machine learning, streaming, and ad-hoc analytics. No other platform provides the openness and data workload flexibility of Qubole while radically accelerating data lake adoption, reducing time to value, and lowering cloud data lake costs by 50 percent. Qubole’s Platform provides end-to-end data lake services such as cloud infrastructure management, data management, continuous data engineering, analytics, and machine learning with near-zero administration. Qubole is trusted by leading brands such as Expedia, Disney, Oracle, Gannett and Adobe to spur innovation and to transform their businesses for the era of big data. For more information, visit us at www.qubole.com.

Average Rating: 4.0/5.0

Total Reviews: 237

How Do G2 Users Rate Qubole?

  • Has the product been a good partner in doing business?: 8.1/10 (Category avg: 8.9/10)
  • Quality of Support: 7.9/10 (Category avg: 8.9/10)
  • Ease of Use: 7.8/10 (Category avg: 8.8/10)
  • Ease of Admin: 7.6/10 (Category avg: 8.5/10)

Who Is the Company Behind Qubole?

  • Seller: Qubole
  • Year Founded: 2011
  • HQ Location: Santa Clara, CA
  • Twitter: @qubole
    9,425 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Data Scientist
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Large, 44% Medium

What Are Recent G2 Reviews of Qubole?

What Are G2 Users Discussing About Qubole?

Apache NiFi

Apache NiFi is an open-source data integration platform designed to automate the flow of information between systems. It enables users to design, manage, and monitor data flows through an intuitive, web-based interface, facilitating real-time data ingestion, transformation, and routing without extensive coding. Originally developed by the National Security Agency (NSA) as "NiagaraFiles," NiFi was released to the open-source community in 2014 and has since become a top-level project under the Apache Software Foundation. Key Features and Functionality: - Intuitive Graphical Interface: NiFi offers a drag-and-drop web interface that simplifies the creation and management of data flows, allowing users to configure processors and monitor data streams visually. - Real-Time Processing: Supports both streaming and batch data processing, enabling the handling of diverse data sources and formats in real-time. - Extensive Processor Library: Provides over 300 built-in processors for tasks such as data ingestion, transformation, routing, and delivery, facilitating integration with various systems and protocols. - Data Provenance Tracking: Maintains detailed lineage information for every piece of data, allowing users to track its origin, transformations, and routing decisions, which is essential for auditing and compliance. - Scalability and Clustering: Supports clustering for high availability and scalability, enabling distributed data processing across multiple nodes. - Security Features: Incorporates robust security measures, including SSL/TLS encryption, authentication, and fine-grained access control, ensuring secure data transmission and access. Primary Value and Problem Solving: Apache NiFi addresses the complexities of data flow automation by providing a user-friendly platform that reduces the need for custom coding, thereby accelerating development cycles. Its real-time processing capabilities and extensive processor library allow organizations to integrate disparate systems efficiently, ensuring seamless data movement and transformation. The comprehensive data provenance tracking enhances transparency and compliance, while its scalability and security features make it suitable for enterprise-level deployments. By simplifying data flow management, NiFi enables organizations to focus on deriving insights and value from their data rather than dealing with the intricacies of data integration.

Average Rating: 4.2/5.0

Total Reviews: 26

How Do G2 Users Rate Apache NiFi?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.9/10)
  • Quality of Support: 7.4/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.5/10 (Category avg: 8.5/10)

Who Is the Company Behind Apache NiFi?

Who Uses This Product?

  • Company Size: 46% Large, 31% Medium

What Are Recent G2 Reviews of Apache NiFi?

Peregrine Connect

Peregrine Connect is one of the leading integration platforms that enables businesses to simplify the design, deployment, hosting, management of applications, APIs, and workflows. The platform secures the most critical integrations and business processes with actionable visibility, pinpoint diagnostics, alerting and unified control across your entire organization. Peregrine Connect enables your Microsoft .NET Core resources to be reused and extended to further simplify the integration of applications and the automation of critical business functions. The Peregrine Connect product portfolio encompasses Neuron ESB, FlightPath Data Mapper Management Suite, Design Studio, and NetSuite PSA Add-In for Microsoft Project. Peregrine Connect offers an innovative set of connectors for popular enterprise applications. It provides robust data integration features and a simple yet flexible UI to design & execute integrations for organizations of all sizes. Customers benefit from a superior development experience, better performance, reduced complexity, and immediate time-to-value. Peregrine Connect customers deploy projects in a matter of weeks rather than months with clients around the globe in a variety of industries. To learn more, visit http://www.peregrineconnect.com

Average Rating: 4.4/5.0

Total Reviews: 91

How Do G2 Users Rate Peregrine Connect?

  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 8.9/10)
  • Quality of Support: 8.4/10 (Category avg: 8.9/10)
  • Ease of Use: 8.5/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.4/10 (Category avg: 8.5/10)

Who Is the Company Behind Peregrine Connect?

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 44% Large, 35% Medium

What Are Recent G2 Reviews of Peregrine Connect?

What Are G2 Users Discussing About Peregrine Connect?

AnalyticsCreator

AnalyticsCreator is a data warehouse automation (DWA) software solution that helps data engineers design, build, and maintain enterprise data warehouses and analytical data products using a metadata-driven development approach. The software is used by data engineering and analytics teams that need to integrate data from multiple operational systems and transform it into structured models for reporting, analytics, and business intelligence. Instead of writing large amounts of manual SQL code, engineers define data structures, mappings, and transformation logic in AnalyticsCreator. The software then automatically generates the required database objects, pipelines, and other technical artifacts needed to implement the data warehouse. AnalyticsCreator is commonly used in environments where data needs to be consolidated from SAP systems, relational databases, and other enterprise applications. The generated structures and pipelines support the creation of governed analytical models that can be used by BI tools and reporting platforms. The approach helps teams standardize development patterns while still allowing engineers to add custom SQL logic when specific transformations or calculations are required. Typical use cases include: Building and maintaining enterprise data warehouses Integrating and transforming data from SAP and other operational systems Automating ELT pipeline and transformation development Creating analytical data products for reporting and BI Understanding data lineage and change impact across the warehouse Key capabilities include: Metadata-driven automation for generating SQL objects, transformations, and deployment artifacts Support for common data warehouse modeling approaches, including dimensional models Integration with enterprise data sources, including SAP systems and relational databases Automated generation of orchestration pipelines, including Azure Data Factory Built-in lineage visualization to understand dependencies and downstream impacts Integration with version control and CI/CD workflows such as GitHub and Azure DevOps Automated technical documentation for architecture and governance purposes Organizations use AnalyticsCreator to automate repetitive data engineering work while maintaining transparency into how data pipelines, transformations, and analytical models are defined and deployed.

Average Rating: 4.3/5.0

Total Reviews: 14

How Do G2 Users Rate AnalyticsCreator?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.9/10)
  • Quality of Support: 8.6/10 (Category avg: 8.9/10)
  • Ease of Use: 9.2/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.5/10)

Who Is the Company Behind AnalyticsCreator?

Who Uses This Product?

  • Company Size: 57% Small, 21% Large

What Are Recent G2 Reviews of AnalyticsCreator?

ibi Omni-Gen

The modern, highly scalable ibi™ Omni-Gen® Data Integration Framework provides powerful data integration and cleansing technologies that ensure your data is timely, accurate, consistent, and accessible. Interoperable Omni-Gen architecture insulates end users from data complexities and ensures delivery of the right data to the right place at the right time for faster, smarter decisions. With Omni-Gen, you can more easily break down data silos and add new data sources, migrate legacy systems, and manage M&A activities to achieve better results from your digital transformation efforts.

Average Rating: 3.8/5.0

Total Reviews: 21

How Do G2 Users Rate ibi Omni-Gen?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.9/10)
  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 7.5/10 (Category avg: 8.8/10)
  • Ease of Admin: 7.7/10 (Category avg: 8.5/10)

Who Is the Company Behind ibi Omni-Gen?

  • Seller: ibi
  • Year Founded: 1975
  • HQ Location: Fort Lauderdale, FL
  • Twitter: @infobldrs
    32,864 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    890 employees on LinkedIn®
  • Phone: 212-736-4433

Who Uses This Product?

  • Top Industries: Banking
  • Company Size: 43% Large, 38% Medium

What Are Recent G2 Reviews of ibi Omni-Gen?

What Are G2 Users Discussing About ibi Omni-Gen?

Prophecy

Prophecy is the agentic data prep and analysis platform that introduces a new data lifecycle—generate, refine, deploy—where AI agents and data teams collaborate through visual, code, and document interfaces to accelerate work and deliver trusted pipelines to production. Leading enterprises rely on Prophecy to power their most demanding data workloads. - Generate a first draft in minutes: Prophecy’s AI agents, built on specialized Claude Code, are experts at generating workflows for your data, accelerating tasks like data transformation and automating others like documentation. - Refine with ease and speed: Our visual analytics workflows (or code, document formats) enable users to quickly understand the AI generated output, and to refine them to 100% complete. Deploy robustly: We provide robust deployment to production built on software best practices. The deployed workflows run at scale, with governance, on your cloud data platform. What are the key features of Prophecy? - Market Leading Data Agents: Specialized Claude Code based AI agents that understand your data and apply data specific skills to generate the best results. - Visual Inspect & Refine: AI generates results as visual data workflows, so business users can quickly inspect the logic, refine it to match their intent, and validate the final output. - Integrated Data Execution: You schedule and monitor workflows. Each reads/writes data using built-in high-performance connectors, and run transforms in Prophecy or your SQL or Spark platforms. - Complete Data Lifecycle: The visual workflows can be deployed to production as high-performance code that runs at scale with governance on Databricks, Snowflake or BigQuery that can be shared. Prophecy finds application across industries such as finance, healthcare, and retail, where data-driven decisions are crucial. Analysts become more productive, and business users now self-serve. Learn more at https://www.prophecy.ai/

Average Rating: 4.6/5.0

Total Reviews: 31

How Do G2 Users Rate Prophecy?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 8.9/10)
  • Quality of Support: 9.2/10 (Category avg: 8.9/10)
  • Ease of Use: 8.8/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Prophecy?

  • Seller: Prophecy
  • Year Founded: 2017
  • HQ Location: Palo Alto, CA
  • Twitter: @Prophecy_io
    370 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    173 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Senior Data Engineer
  • Top Industries: Financial Services, Insurance
  • Company Size: 68% Large, 19% Medium

What Do G2 Reviewers Say About Prophecy?

AI-generated summary from verified user reviews

Pros
  • Users find Prophecy's ease of use appealing, thanks to its elegant UI and flexible, low-code features.
  • Users value the high-quality code generation of Prophecy, enhancing productivity and simplifying data pipeline design.
  • Users value the exceptional customer support from Prophecy, appreciating timely assistance and knowledgeable staff for technical issues.
  • Users commend Prophecy for its powerful data pipeline features, enhancing productivity and simplifying complex ETL processes.
  • Users benefit from the automation in Prophecy, simplifying pipeline design and enhancing collaboration throughout the process.
Cons
  • Users note feature limitations, including missing complex extensions and a slow interface that hinder overall usability.
  • Users find the learning curve steep, requiring time to master Prophecy's interface and best practices for optimized pipelines.
  • Users express concerns over missing features in Prophecy, highlighting the need for better customization and data source support.
  • Users note a steep learning curve with Prophecy, requiring time to master best practices for optimized pipelines.
  • Users find the difficulty in identifying root causes and understanding syntax a barrier to effectively using Prophecy.

What Are Recent G2 Reviews of Prophecy?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated April 9, 2026