Best Big Data Integration Platforms - Page 5

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)

WhereScape RED

WhereScape RED is an end-to-end data automation platform that helps teams build, deploy and operate data warehouses faster. It connects diverse data sources, generates platform native code and automates orchestration, documentation and lineage; reducing the need for manual development. By standardising repeatable processes, WhereScape RED helps organizations deliver reliable data infrastructure more quickly, adapt to change and reduce development effort.

Average Rating: 3.9/5.0

Total Reviews: 35

How Do G2 Users Rate WhereScape RED?

  • Has the product been a good partner in doing business?: 7.2/10 (Category avg: 8.9/10)
  • Quality of Support: 6.6/10 (Category avg: 8.9/10)
  • Ease of Use: 7.5/10 (Category avg: 8.8/10)
  • Ease of Admin: 7.4/10 (Category avg: 8.5/10)

Who Is the Company Behind WhereScape RED?

  • Seller: WhereScape Software
  • Year Founded: 2001
  • HQ Location: Houston, Texas
  • Twitter: @wherescape
    2,816 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    42 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Hospital & Health Care
  • Company Size: 52% Large, 38% Medium

What Do G2 Reviewers Say About WhereScape RED?

AI-generated summary from verified user reviews

Cons
  • Users find the poor documentation challenging, making it difficult to fully grasp the product's functionalities.

What Are Recent G2 Reviews of WhereScape RED?

Minitab Connect

Minitab Connect is a secure, cloud-based data integration and management platform that enables organizations to access, prepare, and combine data from across their business. It connects to a wide range of data sources such as databases, cloud applications, spreadsheets, and on-premise systems so that teams can create a single, reliable source of truth for analysis and reporting. With Minitab Connect, users can automate data pipelines, clean and transform data, and deliver ready-to-use datasets directly into Minitab solutions and other business tools. This helps eliminate manual data preparation, improve data accuracy, and accelerate time to insight, empowering teams to make faster, data-driven decisions.

Average Rating: 4.5/5.0

Total Reviews: 30

How Do G2 Users Rate Minitab Connect?

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

Who Is the Company Behind Minitab Connect?

  • Seller: Minitab
  • Company Website:
  • Year Founded: 1972
  • HQ Location: State College, Pennsylvania, United States
  • Twitter: @Minitab
    5,017 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    732 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 57% Large, 33% Medium

What Do G2 Reviewers Say About Minitab Connect?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Minitab Connect, finding it accessible and intuitive for data analysis.
  • Users appreciate the efficient data integration of Minitab Connect, making seamless analysis and accessibility a breeze.
  • Users value the easy integrations of Minitab Connect, enhancing data access and efficiency across various sources.
  • Users value the seamless data integration and accessibility of Minitab Connect, enhancing their data analysis experience.
  • Users appreciate the efficiency of data integration with Minitab Connect, enabling seamless analysis and access to diverse sources.
Cons
  • Users face a high learning curve with Minitab Connect, requiring time and resources to master its features.
  • Users face a high learning difficulty with Minitab Connect, requiring time and patience to master the tool.
  • Users experience poor visualization with large datasets in Minitab Connect, finding it slow and challenging to use.
  • Users face visualization limitations with Minitab Connect, particularly regarding large datasets and complex transformations.
  • Users find the complexity of Minitab Connect frustrating, with slow transformations and a high cost relative to alternatives.

What Are Recent G2 Reviews of Minitab Connect?

What Are G2 Users Discussing About Minitab Connect?

SAP Data Services

SAP Data Services is a comprehensive enterprise solution designed to enhance data integration, quality, and cleansing across organizations. As part of the SAP Business Technology Platform, it ensures that businesses have access to trusted, relevant, and timely information, thereby facilitating improved decision-making and operational efficiency. The software supports both structured and unstructured data, enabling seamless integration from various SAP and third-party sources, whether on-premises or in the cloud. By transforming raw data into a reliable resource, SAP Data Services helps streamline processes and maximize organizational efficiency. Key Features and Functionality: - Universal Data Access: Integrate data from all enterprise sources and targets using built-in, native connectors, ensuring comprehensive data accessibility. - Native-Text Data Processing: Extract meaningful insights from unstructured text data, enhancing business intelligence capabilities. - Intuitive User Interfaces: Standardize, correct, and match data with ease, reducing duplicates and identifying relationships through user-friendly interfaces. - Data Quality Dashboards: Monitor and visualize the impact of data quality issues across downstream systems and applications, facilitating proactive management. - Simplified Data Governance: Utilize a centralized business rule repository and object reuse to transform various data types, promoting consistent data governance. - High Performance and Scalability: Address high-volume data needs with parallel processing, grid computing, and bulk data loading capabilities, ensuring efficient data handling. Primary Value and User Solutions: SAP Data Services empowers organizations to unlock the full potential of their data by providing a unified platform for data integration and quality management. It addresses common challenges such as data silos, inconsistent data quality, and complex data landscapes by offering tools that standardize and cleanse data, reduce redundancies, and identify relationships. This leads to improved decision-making, operational efficiency, and a comprehensive view of business information. By connecting critical data across various environments—on-premises, cloud, or big data platforms—SAP Data Services enables businesses to discover valuable insights and drive better outcomes.

Average Rating: 4.7/5.0

Total Reviews: 9

How Do G2 Users Rate SAP Data Services?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.9/10)
  • Quality of Support: 8.9/10 (Category avg: 8.9/10)
  • Ease of Use: 7.8/10 (Category avg: 8.8/10)
  • Ease of Admin: 9.2/10 (Category avg: 8.5/10)

Who Is the Company Behind SAP Data Services?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 70% Large, 30% Small

What Do G2 Reviewers Say About SAP Data Services?

AI-generated summary from verified user reviews

Pros
  • Users find SAP Data Services to be very user-friendly, enabling quick learning and seamless integration for corporate operations.
  • Users appreciate the 24-hour customer support of SAP Data Services, ensuring assistance whenever needed.
  • Users value the easy integrations with various platforms, enhancing overall functionality and efficiency in corporate operations.
  • Users find the implementation easy and smooth, enhancing overall efficiency for corporate operations on one platform.
  • Users value the easy integrations with various platforms, enhancing corporate operations and overall efficiency.
Cons
  • Users find the new graphic UI a bit confusing, but they still manage to navigate and use the system.
  • Users find that the learning curve is steep, necessitating extensive training to use SAP Data Services effectively.
  • Users find that mastering SAP Data Services requires significant learning effort before achieving effective tool usage.

What Are Recent G2 Reviews of SAP Data Services?

Scikiq: Comprehensive Data Management Platform

SCIKIQ help make AI possible for enterprises. SCIKIQ brings together everything an enterprise needs to scale AI, clean data, trusted governance, semantic context, real-time orchestration, and intelligent agents, all in one platform. SCIKIQ brings Data Hub, a Unified Data Layer, a foundational architecture that creates a single version of truth across all data sources, departments, and use cases within the enterprise. SCIKIQ Data Hub brings Data integration, Processing and Curation, Data Governance and Data Visualisation all in one platform. It also brings Gen AI studio, Agentic AI and Auto ML studio for your AI Initiatives. Our Conversation (Self Service) Analytics, prompt to process (data analytics, Dashboards, Agents, insights & products) AI Co-pilot is among the best in the world Recognized by Forrester as top 34 AI enabled platform in the world, By NASSCOM in top 10 in Deep Tech club and By YourStory and Inc Media in Top 30 companies to watch. Selected by AWS to showcase at MWC and AWS re:Invent

Average Rating: 4.6/5.0

Total Reviews: 13

How Do G2 Users Rate Scikiq: Comprehensive Data Management Platform?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 8.9/10)
  • Quality of Support: 9.0/10 (Category avg: 8.9/10)
  • Ease of Use: 9.4/10 (Category avg: 8.8/10)
  • Ease of Admin: 9.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Scikiq: Comprehensive Data Management Platform?

  • Seller: SCIKIQ
  • Year Founded: 2023
  • HQ Location: Gurgaon
  • Twitter: @scikiq
    9 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 38% Large, 31% Small

What Do G2 Reviewers Say About Scikiq: Comprehensive Data Management Platform?

AI-generated summary from verified user reviews

Pros
  • Users find SCIKIQ to be easy to use, enjoying its intuitive interface and seamless customization options.
  • Users value the ease of use of Scikiq, especially its intuitive interface for managing complex data workflows.
  • Users value the seamless integration and ease of use of Scikiq, making data management efficient and accessible.
  • Users appreciate the seamless data integration capabilities of Scikiq, enabling efficient management of complex workflows.
  • Users value the easy setup of Scikiq, finding its intuitive design effortless for data management tasks.
Cons
  • Users find complexity issues with SCIKIQ's implementation, making integration with other platforms frustrating at times.
  • Users find some features of Scikiq to be complex, which can hinder their overall user experience.
  • Users find the complex implementation of Scikiq's data management challenging, leading to potential frustration.
  • Users find the software too pricey and suggest aligning its cost with similar market products.
  • Users find integration issues with certain platforms frustrating, adding to the overall complexity of Scikiq.

What Are Recent G2 Reviews of Scikiq: Comprehensive Data Management Platform?

Datazip

Discover Datazip, a comprehensive no-code data engineering solution designed for time-conscious analysts and operators. Simplify your data management process by consolidating dispersed data sources, utilizing ETL, data warehousing, and transformation capabilities. With Datazip's intuitive platform, create a dependable, scalable data infrastructure in a mere 45 minutes. Experience swift data connections, robust querying, and smooth exporting to drive insightful decision-making.

Average Rating: 4.7/5.0

Total Reviews: 13

How Do G2 Users Rate Datazip?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.9/10)
  • Quality of Support: 9.7/10 (Category avg: 8.9/10)
  • Ease of Use: 9.7/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.9/10 (Category avg: 8.5/10)

Who Is the Company Behind Datazip?

Who Uses This Product?

  • Company Size: 46% Small, 31% Medium

What Are Recent G2 Reviews of Datazip?

Axtria DataMAx

Axtria DataMAx™ is the next generation global cloud-based commercial Life Sciences data management product enabling accelerated actionable business insights from trusted data. Axtria DataMAx™ facilitates the rapid integration of all major structured and unstructured life sciences data sources, securely, accurately, and with industry compliance. Data quality and business management rules are applied to make sure the data being processed is conditioned for its intended use and can be trusted. Users can provision data mart creation for downstream consumption and reporting by analytics systems, models, or individual data stewards.

Average Rating: 4.3/5.0

Total Reviews: 6

How Do G2 Users Rate Axtria DataMAx?

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

Who Is the Company Behind Axtria DataMAx?

  • Seller: Axtria
  • Year Founded: 2010
  • HQ Location: Berkeley Heights, NJ
  • Twitter: @Axtria
    3,213 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,646 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 33% Medium

What Are Recent G2 Reviews of Axtria DataMAx?

HVR

HVR is a real-time data replication solution designed to move large volumes of data FAST and efficiently in hybrid environments for real-time analytics. With HVR, discover the benefits of using log-based change data capture for replicating data from common DBMS such as SQL Server, Oracle, SAP Hana, and more to sources such as AWS, Azure, Teradata and more.

Average Rating: 4.2/5.0

Total Reviews: 13

How Do G2 Users Rate HVR?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 8.9/10)
  • Quality of Support: 8.1/10 (Category avg: 8.9/10)
  • Ease of Use: 7.8/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.5/10)

Who Is the Company Behind HVR?

  • Seller: Fivetran
  • Year Founded: 2012
  • HQ Location: Oakland, CA
  • Twitter: @fivetran
    5,767 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,902 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 77% Large, 15% Medium

What Are Recent G2 Reviews of HVR?

What Are G2 Users Discussing About HVR?

Palantir Gotham

Palantir Gotham is a commercially-available, AI-ready operating system that improves and accelerates decisions for operators across roles and all domains. For over a decade, Gotham has surfaced insights from complex data for global defense agencies, the intelligence community, disaster relief organizations, and beyond. Gotham joins and enriches massive volumes of near-real time data and presents them in a single view that enables users to make faster, more confident decisions, together. Decision makers from headquarters to the forward deployed edge access the most recent understanding of the world, and can act while accounting for global tradeoffs and dependencies.

Average Rating: 3.9/5.0

Total Reviews: 10

How Do G2 Users Rate Palantir Gotham?

  • Quality of Support: 8.1/10 (Category avg: 8.9/10)
  • Ease of Use: 7.5/10 (Category avg: 8.8/10)

Who Is the Company Behind Palantir Gotham?

  • Seller: Palantir
  • HQ Location: Denver, US
  • Twitter: @PalantirTech
    425,595 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,022 employees on LinkedIn®
  • Ownership: PLTR (NYSE)

Who Uses This Product?

  • Company Size: 45% Medium, 27% Large

What Are Recent G2 Reviews of Palantir Gotham?

What Are G2 Users Discussing About Palantir Gotham?

Talend Cloud Data Integration

Integrate all your cloud and on-premises data with a secure cloud integration platform-as-a-service (iPaaS). Talend Integration Cloud puts powerful graphical tools, prebuilt integration templates, and a rich library of components at your fingertips. Talend Cloud's suite of apps also provide market-leading data integrity and quality solutions, ensuring that you can make data-driven decisions with confidence.

Average Rating: 4.3/5.0

Total Reviews: 92

How Do G2 Users Rate Talend Cloud Data Integration?

  • Has the product been a good partner in doing business?: 8.4/10 (Category avg: 8.9/10)
  • Quality of Support: 8.7/10 (Category avg: 8.9/10)
  • Ease of Use: 8.5/10 (Category avg: 8.8/10)
  • Ease of Admin: 7.9/10 (Category avg: 8.5/10)

Who Is the Company Behind Talend Cloud Data Integration?

  • 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?

  • Who Uses This: Software Analyst, Data Engineer
  • Top Industries: Pharmaceuticals, Information Technology and Services
  • Company Size: 64% Large, 30% Medium

What Are Recent G2 Reviews of Talend Cloud Data Integration?

What Are G2 Users Discussing About Talend Cloud Data Integration?

Ascend.io

Ascend.io is an agentic data engineering platform that enables data teams to build, automate, and optimize pipelines across the entire data lifecycle. The platform combines a metadata-driven automation engine with integrated AI agents, allowing engineers to focus on delivering data outcomes rather than managing operational overhead. Traditional data architectures rely on multiple point solutions—one for ingestion, another for transformation, a third for orchestration. This fragmentation makes automation difficult and creates operational burden. Ascend unifies these capabilities in a single environment, giving AI agents full context to take meaningful action across the entire data ecosystem. The platform handles ingestion, transformation, orchestration, and delivery within one unified system, eliminating the need to stitch together disparate tools with custom code. Otto, the platform's AI copilot, helps engineers generate code, write documentation, troubleshoot incidents, and optimize performance—all within the context of their actual pipelines. DataOps Agents handle routine operational tasks including incident response, code reviews, and performance monitoring, reducing the maintenance burden that typically consumes significant engineering capacity. The Intelligence Core continuously collects metadata across code, infrastructure, and data lineage, enabling the system to detect changes and propagate updates automatically without manual intervention. Smart Components track code fingerprints and data lineage to execute incremental processing efficiently, reducing compute costs and processing time. Ascend connects natively to major cloud data warehouses including Snowflake, Databricks, BigQuery, and MotherDuck. Organizations use the platform to modernize legacy ETL systems, implement data mesh architectures, and prepare data for AI and machine learning workloads. The platform serves data engineering and platform teams across healthcare, financial services, retail, media, and manufacturing. The platform's AI-native architecture differentiates it from solutions that treat AI as an add-on feature. The unified design provides AI agents with comprehensive context across the data ecosystem, enabling them to take action on issues rather than simply surfacing alerts.

Average Rating: 4.7/5.0

Total Reviews: 9

How Do G2 Users Rate Ascend.io?

  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 9.1/10 (Category avg: 8.8/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Ascend.io?

  • Seller: Ascend.io
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Palo Alto, California, United States
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 56% Small, 11% Medium

What Do G2 Reviewers Say About Ascend.io?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Ascend.io, finding it simplifies complex data workflows and boosts efficiency.
  • Users praise Ascend.io for its powerful automation capabilities, drastically reducing time spent on repetitive tasks.
  • Users are impressed by the efficiency improvement Ascend.io brings, enabling swift pipeline creation and streamlined workflows.
  • Users value the flexibility of Ascend.io, enabling efficient and dynamic solutions for data pipeline challenges.
  • Users highlight the solution efficiency of Ascend.io, significantly reducing time spent on data pipeline management and automation.
Cons
  • Users face a difficult learning curve due to the shift in mindset required for Ascend.io's automation engine.
  • Users face a significant learning curve transitioning to Ascend.io's declarative model, requiring time and exploration for mastery.
  • Users face a steep learning curve with Ascend.io, particularly in adapting to its declarative mindset and features.
  • Users note the limited features of Ascend.io, particularly in model selection and documentation complexity.
  • Users face a steep learning curve in transitioning to a declarative mindset and mastering platform features effectively.

What Are Recent G2 Reviews of Ascend.io?

BOLTIC.IO

Boltic is a powerful, cloud-based platform designed to streamline business operations through advanced automation and data management. Boltic's capabilities: 🔄 Workflow Automation: Automate and optimize complex business processes with customizable workflows. 📊 Real-Time Analytics: Gain actionable insights with real-time data processing and analytics. 🔗 Extensive Integrations: Seamlessly connect with numerous APIs, databases, and services. 🌍 Multi-Region Support: Deploy applications across multiple geographic regions for improved performance and compliance. 🖥️ Serverless Computing: Scale effortlessly with serverless architecture that handles infrastructure management. 📡 Event Streaming: Capture and analyze event data in real time for immediate operational intelligence. What can you achieve from Boltic? ✅ As a developer - take a break from writing-running simple queries to doing more productive and value-driven work ✅ As a business user - become self-sufficient in discovering & exploring data ✅ As an organisation - optimize your cost, by paying for just one product instead of multiple products

Average Rating: 5.0/5.0

Total Reviews: 5

How Do G2 Users Rate BOLTIC.IO?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.9/10)
  • Quality of Support: 9.3/10 (Category avg: 8.9/10)
  • Ease of Use: 9.7/10 (Category avg: 8.8/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind BOLTIC.IO?

Who Uses This Product?

  • Company Size: 60% Medium, 20% Small

What Are Recent G2 Reviews of BOLTIC.IO?

Lenses

Lenses is the Developer Experience for enterprises to work with every Apache Kafka-based technology, in one place. Trusted by Europcar, Adidas, Daimler and Kandji, Lenses simplifies data streaming across hybrid and multi-cloud environments, giving engineers the autonomy to explore, integrate, and govern data -- and modernize their applications with ease: - Efficiently find, explore, process, integrate and govern streams with a data catalog, SQL studio and SQL stream processors - Confidently share, migrate and back up data streams across any cloud or environment with the Kafka to Kafka replicator - Lenses K2K - Reduce the manual burden of Kafka operations with Lenses AI Agents. Product Website www.lenses.io

Average Rating: 4.2/5.0

Total Reviews: 17

How Do G2 Users Rate Lenses?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.9/10)
  • Quality of Support: 7.4/10 (Category avg: 8.9/10)
  • Ease of Use: 9.4/10 (Category avg: 8.8/10)
  • Ease of Admin: 8.8/10 (Category avg: 8.5/10)

Who Is the Company Behind Lenses?

  • Seller: Lenses.io Ltd
  • Company Website:
  • Year Founded: 2016
  • HQ Location: London, England
  • Twitter: @lensesio
    732 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 47% Large, 35% Medium

What Do G2 Reviewers Say About Lenses?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Lenses, finding it simplifies data visualization and stream management.
  • Users appreciate the simple and effective user interface of Lenses, making navigation and work enjoyable.
  • Users value the user-friendly interface of Lenses, appreciating its clear visualization and SQL querying for Kafka resources.
  • Users appreciate the intuitive design of Lenses, enhancing their productivity and making Kafka more accessible.
  • Users appreciate the dependable data management of Lenses, finding it simple and effective for their workflow.
Cons
  • Users are concerned about feature limitations leading to potential vendor lock-in and limited future flexibility.
  • Users express concern over the risk of vendor lock-in and stagnant development, limiting future flexibility and improvements.
  • Users feel that limited access to features leads to vendor lock-in, affecting flexibility and future interoperability.
  • Users find Lenses lacking essential features and improvements, resulting in a stagnant user experience over the years.
  • Users express concern over the product maturity of Lenses, citing unresolved bugs and a lack of documentation and innovation.

What Are Recent G2 Reviews of Lenses?

Megaladata

The low code Megaladata platform empowers business users by making advanced analytics accessible. - Visual design of complex data analysis models with no involvement of the IT department and no need for programming. - Over 60 ready-to-use processing components. - Easy integration with various sources. - Fast processing of large datasets achieved through in-memory computing and parallelism. - Reusable components that facilitate accumulation of business expertise. - Advanced visualization — OLAP cubes, tables, charts, and other specialized tools. Megaladata minimizes the time between hypothesis testing and a fully functional business process.

Average Rating: 4.9/5.0

Total Reviews: 9

How Do G2 Users Rate Megaladata?

  • 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: 9.2/10 (Category avg: 8.8/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.5/10)

Who Is the Company Behind Megaladata?

  • Seller: Megaladata
  • HQ Location: Neu-Isenburg, DE
  • Twitter: @megaladata_com
    5 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 89% Small, 11% Medium

What Are Recent G2 Reviews of Megaladata?

PHEMI Health DataLab

The PHEMI Trustworthy Health DataLab is a unique, cloud-based, integrated big data management system that allows healthcare organizations to enhance innovation and generate value from healthcare data by simplifying the ingestion and de-identification of data with NSA/military-grade governance, privacy, and security built-in. Conventional products simply lock down data, PHEMI goes further, solving privacy and security challenges and addressing the urgent need to secure, govern, curate, and control access to privacy-sensitive personal healthcare information (PHI). This improves data sharing and collaboration inside and outside of an enterprise—without compromising the privacy of sensitive information or increasing administrative burden. Built on privacy-by-design principles, the software gives researchers, scientists, and clinicians faster access to more information while ensuring that they only see data on a need-to-know basis. Responsible data sharing and a governance framework facilitate compliance with privacy regulations. PHEMI Trustworthy Health DataLab can scale to any size of organization, is easy to deploy and manage, connects to hundreds of data sources, and integrates with popular data science and business analysis tools. For more information, visit https://www.phemi.com/ and follow us on Twitter @PHEMISystems, Linkedin, Youtube, and Facebook

Average Rating: 3.9/5.0

Total Reviews: 6

How Do G2 Users Rate PHEMI Health DataLab?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 8.9/10)
  • Quality of Support: 8.8/10 (Category avg: 8.9/10)
  • Ease of Use: 9.6/10 (Category avg: 8.8/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind PHEMI Health DataLab?

  • Seller: PHEMI Systems
  • Year Founded: 2013
  • HQ Location: Vancouver, CA
  • Twitter: @PHEMIsystems
    744 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of PHEMI Health DataLab?

What Are G2 Users Discussing About PHEMI Health DataLab?

Syniti Knowledge Platform

A comprehensive enterprise data management solution designed to handle various data initiatives, the Syniti Knowledge Platform (SKP) integrates capabilities for data migration, quality, governance, and master data management into one unified platform. SKP aims to deliver trustworthy, optimized, and actionable data across businesses, ensuring successful digital transformations with minimal disruption. Able to support the most complex migrations, such as transitioning to SAP S/4HANA, SKP’s unified data management capabilities drive better business outcomes. SKP is an essential tool for enterprises looking to manage their data effectively and leverage it for strategic advantage. Its comprehensive features and benefits make it a valuable asset for any business aiming to improve data quality, governance, and overall management. SKP helps businesses achieve successful digital transformations with minimal disruption.

Average Rating: 4.2/5.0

Total Reviews: 14

How Do G2 Users Rate Syniti Knowledge Platform?

  • Has the product been a good partner in doing business?: 7.5/10 (Category avg: 8.9/10)
  • Quality of Support: 8.0/10 (Category avg: 8.9/10)
  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Ease of Admin: 7.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Syniti Knowledge Platform?

  • Seller: Syniti
  • Year Founded: 1996
  • HQ Location: Needham, MA
  • LinkedIn® Page: www.linkedin.com
    416 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 71% Large, 43% Medium

What Are Recent G2 Reviews of Syniti Knowledge Platform?

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