Best ETL Tools - Page 9

How Many ETL Tools Products Does G2 Track?

Total Products under this Category: 275

Category Stats (Sep 2026)

  • Average Rating: 4.55/5 (↑0.01 vs Aug 2026) 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 ETL Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 19,500+ Authentic Reviews
  • 275+ 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 ETL Tools

G2 Grid® for ETL Tools plotting products by satisfaction and market presence

Highlighted products: Databricks, Celigo, Alteryx, Google Cloud BigQuery, FME Platform, Domo, Fivetran, and IBM watsonx.data.

Underlying data: [Grid® JSON](https://www.g2.com/categories/etl-tools/grids.json?focus%5B%5D=databricks&focus%5B%5D=celigo&focus%5B%5D=alteryx&focus%5B%5D=google-cloud-bigquery&focus%5B%5D=fme-platform&focus%5B%5D=domo&focus%5B%5D=fivetran&focus%5B%5D=ibm-watsonx-data)

Alloy Automation

The Agentic AI Infrastructure Platform for Product and Engineering Teams Alloy Automation helps product and engineering teams power real-world AI capabilities by connecting their agents and applications to hundreds of critical business systems through the Model Context Protocol (MCP) and Connectivity API (CAPI). Together, they form the foundation of Alloy’s agentic infrastructure — enabling secure, context-aware, and scalable access to data and actions across every part of your tech stack. Connectivity API (CAPI) provides unified, programmatic access to over 400 SaaS, fintech, commerce, and ERP systems. It standardizes integration complexity through a single, reliable API that handles OAuth, schema mapping, retries, versioning, and monitoring — so developers can move faster without reinventing the wheel. With CAPI, you can embed real-time data flows and bi-directional sync into your product or agent framework in days instead of months. The Model Context Protocol (MCP) Registry allows teams to create and host MCP servers that bridge AI agents with real-world systems. Each MCP server provides secure, remote-hosted access to tools and data sources with built-in permissioning, authentication, and contextual metadata. Agents can discover, interpret, and execute tasks across connected systems — from CRMs and ERPs to payment and fulfillment platforms — all through a standardized, agent-native interface. Alloy also includes real-time monitoring and observability, offering full visibility into execution logs, data flow reliability, and performance across integrations and agentic actions. Optional headless UI components make it easy to embed agent or integration experiences directly into your product for a seamless, branded experience. Leading SaaS and enterprise companies — including Typeform, Xero, Mastercard, and UPS — rely on Alloy to accelerate their integration roadmaps, reduce engineering overhead, and enable AI agents to take meaningful, real-world action. Whether you’re enabling an AI agent to automate customer onboarding, trigger payments, or reconcile data, Alloy helps you go live in weeks instead of quarters.

Average Rating: 4.7/5.0

Total Reviews: 49

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How Do G2 Users Rate Alloy Automation?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.1/10)
  • Automation: 9.2/10 (Category avg: 9.0/10)
  • Scalability: 8.1/10 (Category avg: 8.7/10)
  • Auditing: 7.7/10 (Category avg: 8.1/10)

Who Is the Company Behind Alloy Automation?

  • Seller: Alloy
  • Year Founded: 2019
  • HQ Location: New York, NY
  • LinkedIn® Page: www.linkedin.com
    31 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Small, 49% Medium

What Do G2 Reviewers Say About Alloy Automation?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of Alloy Automation, highlighting its seamless integrations and intuitive interface.
  • Users commend the outstanding customer support of Alloy Automation, appreciating their responsiveness and helpfulness.
  • Users value the easy integrations with Alloy Automation, appreciating the streamlined process and responsive support.
  • Users value the extensive integrations offered by Alloy Automation, enhancing their operational efficiency and user experience.
  • Users value the time-saving automations of Alloy Automation, simplifying integrations and freeing up their engineers' resources.
Cons
  • Users find the difficult setup process of Alloy Automation to be time-consuming and occasionally problematic during workflows development.
  • Users note that the learning curve can be steep, making advanced setups more challenging than expected.
  • Users note the missing features in Alloy Automation's UI, limiting functionality and requiring custom solutions.
  • Users experience poor integration with Alloy Automation, facing confusion and challenges with workflows and UI navigation.
  • Users find the UI design issues challenging, especially when updating workflows and navigating the admin dashboard.

What Are Recent G2 Reviews of Alloy Automation?

Artie

Artie is pioneering a new category of data infrastructure: fully managed CDC streaming. From capturing changes to merges, backfills, and observability — Artie automates the entire data ingestion lifecycle. By eliminating brittle orchestration, manual backfill logic, and silent failures, Artie delivers production-grade infrastructure you can trust — with no maintenance required. With strong, flexible pipelines as their backbone, teams at Substack, Alloy, and Wasserman are able to ship faster, launch new data products, and scale confidently — without rebuilding infrastructure every time their strategy evolves.

Average Rating: 5.0/5.0

Total Reviews: 23

How Do G2 Users Rate Artie?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Artie?

  • Seller: Artie
  • Year Founded: 2023
  • HQ Location: San Francisco, California, United States
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services, Computer Software
  • Company Size: 65% Medium, 30% Small

What Do G2 Reviewers Say About Artie?

AI-generated summary from verified user reviews

Pros
  • Users rave about the excellent customer support from Artie, highlighting responsiveness and helpfulness throughout their experience.
  • Users find Artie's ease of use refreshing, appreciating the seamless setup and reliable operation for data replication.
  • Users commend the easy setup of Artie, enabling quick implementation and efficient integration within minutes.
  • Users commend Artie for its exceptional reliability, consistently delivering accurate data and seamless operations for their needs.
  • Users praise the ease of maintenance with Artie, enhancing efficiency and minimizing time spent on database management.
Cons
  • Users experience a difficult setup with Artie, particularly with complex database configurations and unique tech stacks.
  • Users express concerns over the lack of third-party API connectors, limiting data transfer capabilities with Artie.
  • Users are disappointed by the lack of third-party API connectors, limiting data integration capabilities with Artie.
  • Users find database configuration challenging for Artie, making the setup process more complex than expected.
  • Users find the data limitations of Artie restrictive, needing additional tools to extract data from other systems.

What Are Recent G2 Reviews of Artie?

Google Cloud Managed Service for Apache Spark

Cloud Dataproc is a fast, easy-to-use, fully-managed cloud service for running Apache Spark and Apache Hadoop clusters in a simpler, more cost-efficient way. Operations that used to take hours or days take seconds or minutes instead, and you pay only for the resources you use (with per-second billing). Cloud Dataproc also easily integrates with other Google Cloud Platform (GCP) services, giving you a powerful and complete platform for data processing, analytics and machine learning.

Average Rating: 4.3/5.0

Total Reviews: 16

How Do G2 Users Rate Google Cloud Managed Service for Apache Spark?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 6.7/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Google Cloud Managed Service for Apache Spark?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    341,888 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 44% Medium, 33% Large

What Are Recent G2 Reviews of Google Cloud Managed Service for Apache Spark?

Meltano

Meltano brings joy to Extract & Load. By unlocking software development workflows for data movement, it gives data engineers complete control and visibility of their pipelines, delivering unparalleled efficiency and confidence in every change. With a workflow built around a Git repository, YAML files, and a CLI, a library of 550+ open source connectors, and an SDK for custom connectors, data teams can fetch data from anywhere, send data anywhere, and transform their data their way. Meltano is open source and can be self-managed or deployed on Meltano Cloud.

Average Rating: 4.9/5.0

Total Reviews: 7

How Do G2 Users Rate Meltano?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 9.0/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind Meltano?

  • Seller: Meltano
  • Year Founded: 2021
  • HQ Location: All-Remote, OO
  • Twitter: @meltanodata
    2,677 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 71% Medium, 14% Large

What Are Recent G2 Reviews of Meltano?

BMC AMI Data

BMC AMI Data is an intelligent data management and optimization solution for IBM Z environments. It helps enterprises manage, protect, and optimize mission-critical mainframe data while reducing operational complexity, cost, and risk. BMC AMI Data leverages automation, advanced analytics, and predictive insights to streamline data maintenance, improve performance, and ensure the availability of critical workloads across Db2, IMS, VSAM, and related systems. The solution enables data teams to move from reactive management to proactive, insights-driven operations. Key capabilities include: - Automated data management and maintenance to reduce manual effort and improve operational efficiency - Real-time analytics and predictive insights to optimize performance and anticipate issues before they impact workloads - CPU and resource optimization to control costs and improve system efficiency at scale - Data protection and risk reduction to safeguard critical information and maintain data integrity - Support for modernization initiatives by simplifying how mainframe data is managed and integrated with evolving business needs - On-platform processing that keeps data secure and managed directly within the IBM Z environment By modernizing mainframe data management with automation and intelligence, BMC AMI Data helps organizations control data growth, reduce operational risk, and ensure high-performance delivery of always-on, business-critical applications.

Average Rating: 4.4/5.0

Total Reviews: 47

How Do G2 Users Rate BMC AMI Data?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Automation: 9.2/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 8.3/10 (Category avg: 8.1/10)

Who Is the Company Behind BMC AMI Data?

  • Seller: BMC Software
  • Company Website:
  • Year Founded: 1980
  • HQ Location: Houston, TX
  • Twitter: @BMCSoftware
    47,946 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8,877 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 45% Large, 34% Small

What Do G2 Reviewers Say About BMC AMI Data?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the analytics capabilities of BMC AMI Data, enhancing database management and decision-making processes.
  • Users value the automation features of BMC AMI Data, enhancing integration and ensuring quality standards are met.
  • Users appreciate the user-friendly interface of BMC AMI Data, finding it easy to navigate and utilize effectively.
  • Users appreciate the easy integrations with tools like Jenkins and UrbanCode, enhancing workflow efficiency and compatibility.
  • Users appreciate the automation and monitoring features of BMC AMI Data, enhancing database management efficiency and usability.
Cons
  • Users are concerned about the high expense of BMC AMI Data, which may deter budget-conscious clients.
  • Users report installation difficulties with BMC AMI Data, impacting their ability to effectively set up the system.
  • Users report a significant learning curve with BMC AMI Data, making initial use challenging for many.
  • Users find limited compatibility with older Db2 systems, which hampers the overall integration experience with BMC AMI Data.
  • Users express concerns about the limited customization options in BMC AMI Data, affecting their ability to adapt the product.

What Are Recent G2 Reviews of BMC AMI Data?

What Are G2 Users Discussing About BMC AMI Data?

dataimporter

Dataimporter is a Data loading, and Integration Platform for Salesforce.

Average Rating: 4.5/5.0

Total Reviews: 17

How Do G2 Users Rate dataimporter?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.1/10)
  • Automation: 9.2/10 (Category avg: 9.0/10)
  • Scalability: 9.2/10 (Category avg: 8.7/10)
  • Auditing: 9.2/10 (Category avg: 8.1/10)

Who Is the Company Behind dataimporter?

  • Seller: Dataimporter
  • Year Founded: 2021
  • HQ Location: Auckland, NZ
  • Twitter: @samhoult
    495 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 53% Medium, 35% Small

What Do G2 Reviewers Say About dataimporter?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the time-saving simplicity of using Dropbox with dataimporter, streamlining their report-making process.
  • Users appreciate the simplified integrations of dataimporter, especially with Dropbox and Salesforce, enhancing efficiency significantly.
  • Users appreciate the time-saving Dropbox integration with dataimporter, simplifying the report-making process significantly.
  • Users appreciate the time-saving features of Dataimporter, benefiting from simpler processes and quick integrations.
Cons
  • Users find the lack of report grouping frustrating, as it makes navigation cumbersome with everything in one list.
  • Users are frustrated by the lack of grouping features, as all reports are simply listed together.

What Are Recent G2 Reviews of dataimporter?

Oracle Warehouse Builder

Oracle Warehouse Builder is a single, comprehensive tool for all aspects of data integration. Warehouse Builder leverages Oracle Database to transform data into high-quality information. It provides data quality, data auditing, fully integrated relational and dimensional modeling, and full lifecycle management of data and metadata. Warehouse Builder enables you to create data warehouses, migrate data from legacy systems, consolidate data from disparate data sources, clean and transform data to provide quality information, and manage corporate metadata.

Average Rating: 3.8/5.0

Total Reviews: 8

How Do G2 Users Rate Oracle Warehouse Builder?

  • Has the product been a good partner in doing business?: 8.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Oracle Warehouse Builder?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    208,078 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Company Size: 50% Small, 40% Large

What Are Recent G2 Reviews of Oracle Warehouse Builder?

What Are G2 Users Discussing About Oracle Warehouse Builder?

Sesame Software

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

How Do G2 Users Rate Sesame Software?

  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 5.0/10 (Category avg: 8.7/10)
  • Auditing: 5.8/10 (Category avg: 8.1/10)

Who Is the Company Behind Sesame Software?

  • Seller: Sesame Software
  • Company Website:
  • Year Founded: 1988
  • HQ Location: Santa Clara, CA
  • Twitter: @SesameSoft
    1 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Insurance
  • Company Size: 61% Large, 37% Medium

What Do G2 Reviewers Say About Sesame Software?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the excellent customer support from Sesame Software, noting responsiveness and helpfulness in resolving issues.
  • Users find Sesame Software's ease of use remarkable, simplifying setup and data synchronization significantly.
  • Users appreciate the seamless integrations of Sesame Software, making data operations efficient and easy to implement.
  • Users appreciate the near-real-time data management capabilities of Sesame Software, enjoying its effective backup and recovery features.
  • Users appreciate the easy setup of Sesame Software, highlighting its intuitive interface and seamless configuration process.
Cons
  • Users find the poor documentation challenging, especially when troubleshooting and navigating advanced features.
  • Users experience configuration issues that can complicate initial setup and affect data synchronization in high-throughput environments.
  • Users face challenges with error management, finding troubleshooting and documentation lacking, complicating setup and maintenance.
  • Users find the poor interface design of Sesame Software challenging, suggesting a need for a more user-friendly experience.
  • Users experience technical issues with job recovery during SQL downtime, particularly with older software versions.

What Are Recent G2 Reviews of Sesame Software?

What Are G2 Users Discussing About Sesame Software?

Sprinkle Pipelines

Sprinkle Pipelines is a product for the data teams. It empowers them to achieve more, by quickly building ELT pipelines, setting up ingestion, performing transformations, exploring data, using the data for analytics and more. Sprinkle’s pipeline supports real-time data replication and hence enables businesses to make decisions faster. No-Code based set-up enables the data teams to take the pipelines live within minutes. Thus saving time and effort required of the teams. A comprehensive set of 100+ ready-to-use connectors helps data teams stay on top of their data, seamlessly integrating data from multiple sources. Powerful features make it easy to ingest, transform, catalog, and monitor data pipelines, giving data teams more peace of mind. ​​The Sprinkle architecture and data practices ensure enterprise-level data protection and privacy for its customers.

Average Rating: 4.4/5.0

Total Reviews: 17

How Do G2 Users Rate Sprinkle Pipelines?

  • Has the product been a good partner in doing business?: 7.8/10 (Category avg: 9.1/10)
  • Automation: 8.3/10 (Category avg: 9.0/10)
  • Scalability: 8.3/10 (Category avg: 8.7/10)
  • Auditing: 7.5/10 (Category avg: 8.1/10)

Who Is the Company Behind Sprinkle Pipelines?

  • Seller: Sprinkle Data
  • Year Founded: 2017
  • HQ Location: Bangalore, IN
  • Twitter: @sprinkledata
    29 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Automotive
  • Company Size: 79% Medium, 21% Large

What Are Recent G2 Reviews of Sprinkle Pipelines?

wynEnterprise

Discover the story behind your data with Wyn Enterprise. Wyn Enterprise is a seamless embedded business intelligence platform that provides BI reporting, interactive dashboards, scheduling, and distribution tools within any internal or commercial app. With easy-to-use designers, designed for self-service BI, Wyn offers limitless visual data exploration, allowing the everyday user to become data-driven while revealing trends and telling the story behind the data. Whether for your business or your commercial SaaS app, Wyn is an ideal solution for both. Embedded BI for your business provides a holistic view of your business and can lead to more insights, increased team collaboration, and overall business growth. Additionally, embedding Wyn in your SaaS app provides white-label reports and dashboards as part of your own app. Embed Wyn and empower your users with a seamless business intelligence solution. Features: • Seamlessly embedded Business Intelligence: Designed for embedded self-service BI, Wyn provides ad hoc reporting, interactive dashboards, scheduling, and distribution tools within any internal or commercial app. Our platform offers flexible deployment and integration. • Embedding BI with Wyn: Once installed, Wyn is 100% web-based. In your application, Wyn is embedded as a port to provide users the ability to easily create, design, share, export, and distribute dashboards and documents. Seamlessly embed Wyn via Rest API and DIV. Wyn also supports OEM installation and embedding. Additionally, you can integrate with development platforms such as Java, PHP, and .NET through GraphQL API. You can also embed inside customized .NET apps as well as JavaScript frameworks (Angular, React, Vue). • Self-service BI dashboard and reports: Eliminate your dependence on the IT departments and data analysts. Offer every end-user (from code-first to code-free) the ability to create custom ad hoc reports and interactive dashboards. Self-service BI allows users to run their own queries and create their own reports, even if they don’t have a background in statistical analysis, allowing them to turn data into valuable insights for better data driven decisions. • Data Monitoring: Create threshold based notifications and establish Wyn Alerts that are always on to monitor your data. Never miss an opportunity for improvement thanks to real-time monitoring and instant alerts. Integrate your push-notifications with the platform you use everyday - Slack, MS Teams, or email - ensuring that you never miss an alert. •Localization Support: With Custom Localization Support, you’re in control of your dashboard and report. Authors have the ability to localize titles and labels, text explanations, and data visualizations. There is more to localization than just translating words and sentences. Wyn’s custom localization also supports right to left (RTL) languages, regional language options, and number and date formats. •NEW! Natural Language Generation Text Scenario: Introducing InsightIQ, a revolutionary addition to our feature set that transforms the way you interact with your data. InsightIQ is a Natural Language Generation Text Scenario that takes data summarization and insights derivation to a whole new level. This powerful tool allows you to seamlessly distill the essence of your visuals into articulate and easy-to-understand natural language text, facilitating quick reviews and automatic insights extraction. • Built-in multi-tenant support: Wyn's multi-tenant capabilities provides a single centrally administered architecture to serve multiple customers (tenants). These tenants can be within an organization or different businesses, with all its data stored in the SaaS system. Data privacy and securing the data from other tenants are both critical in these deployment scenarios • Date governance and modeling: Wyn allows you to secure and model your raw data. With easy-to-use dashboard and report designers in the same web-based application, end-users can develop their own ad-hoc dashboards and reports based on the secured data. Wyn also allows allows admins to model business data in a structure familiar to users. • Extensible security: Wyn provides extensible security to match your access control needs. Filter and segregate your data and limit your tenant-specific data with the configurable role-based security and user-context definitions. User contexts provide row-level data security in a document or database-level security for a data source. User context acts as an additional layer of data security, extending the role-based security. • Specialized web portals: The software comes with three portals, the document portal; for business end-users, dashboard, and report authors, the admin portal; for admins that configure the server, manage account and security settings, and the resource portal; for data administrators or IT teams. • Pixel-perfect reports: For power users and business users, the report designer tools can help in developing pixel-perfect operational reports, as well as in creating invoices, letters, and account statements among many others. The software further allows you to use ad hoc reporting or the standard enterprise reports. • Efficient Report Sharing: The software also allows you to schedule automated delivery of reports to be sent to your team’s emails. File sharing in various document formats is also supported. Additionally, you can collaborate with your team on report and dashboard designs, and you can share the published versions with others in your enterprise. • Centralized storage; Apart from being a secured platform, Wyn Enterprise also provides centralized storage for all your reports, images, datasets, and configuration settings. Other server resources, such as dashboards, themes, models, users, and roles, are also stored in the same place. The software also allows you to compile data from relational databases, local Excel or CSV files, web sources, and NoSQL data sources. Say Goodbye to User Fees You need a scalable BI platform. You also need to know how much it will cost in the long run. Wyn's scalable licensing model allows room for your business to grow without growth in licensing fees. • No per-user fees • No limits on data size 20+ Years in the Industry Unleash the full potential of embedded ad hoc reporting, driven by the same ActiveReports engine that has led the industry for 20+ years.

Average Rating: 4.7/5.0

Total Reviews: 38

How Do G2 Users Rate wynEnterprise?

  • Has the product been a good partner in doing business?: 9.7/10 (Category avg: 9.1/10)

Who Is the Company Behind wynEnterprise?

  • Seller: wynEnterprise LLC
  • Company Website:
  • Year Founded: 2018
  • HQ Location: 7400 Beaufont Springs Dr., St 300, Richmond VA 23225
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 53% Small, 37% Medium

What Do G2 Reviewers Say About wynEnterprise?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the excellent customer support of wynEnterprise, ensuring effective problem resolution and user satisfaction.
  • Users find wynEnterprise to be easy to use, allowing for quick implementation and impressive data visualizations.
  • Users love the flexibility of wynEnterprise, enabling tailored solutions and easy integration with existing systems.
  • Users value the impressive reporting and analytics capabilities of wynEnterprise, making it effective for various business needs.
  • Users value the high level of customization in wynEnterprise, enabling precise branding and tailored data visuals.
Cons
  • Users find the documentation lacking, making it challenging to navigate the system's in-depth options effectively.
  • Users find the complexity of wynEnterprise challenging, with a steep learning curve and the need for better documentation.
  • Users find the lack of detailed instructions for upgrades frustrating, impacting the overall experience with wynEnterprise.
  • Users express concern over the lack of documentation and features, suggesting it limits the product's potential and usability.
  • Users face challenges with update issues, requiring time-consuming backups before applying updates to Wyn Enterprise.

What Are Recent G2 Reviews of wynEnterprise?

What Are G2 Users Discussing About wynEnterprise?

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: 9.1/10)

Who Is the Company Behind AnalyticsCreator?

Who Uses This Product?

  • Company Size: 57% Small, 21% Large

What Are Recent G2 Reviews of AnalyticsCreator?

Dexi

Dexi provides an automated data intelligence environment. Its data extraction, monitoring and process software delivers rapid data insights leading to better decisions and business performance.

Average Rating: 3.7/5.0

Total Reviews: 5

How Do G2 Users Rate Dexi?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Automation: 0.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Dexi?

  • Seller: Dexi.io
  • Year Founded: 2015
  • HQ Location: London, GB
  • Twitter: @dexi_io
    1,323 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    19 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small, 20% Large

What Are Recent G2 Reviews of Dexi?

What Are G2 Users Discussing About Dexi?

Infoveave

Infoveave is an AI-powered unified data platform that helps enterprises automate data pipelines, improve data quality, enable predictive analytics, and turn insights into measurable business actions — all within a single environment. Unlike traditional BI tools or standalone ETL platforms, Infoveave connects the entire data lifecycle from ingestion and transformation to governance, analytics, and operational execution. Infoveave is built on a strong foundation of data governance and data security, ensuring consistent data management, compliance, and protection. With capabilities like data lineage tracking, metadata management, row-level security, and audit trails, the platform helps maintain data integrity and control. Key Features Fovea - AgenticAI Assistant Infoveave's AgenticAI, Fovea, is embedded across the platform. Fovea assists in building data transformations, suggesting insights, automating workflows, and simplifying advanced analytics, reducing technical dependency and improving cross-team adoption. Data Automation & Integration • 50+ native connectors (cloud apps, databases, warehouses) • Automated data ingestion & transformation • Workflow orchestration with monitoring & alerts • Real-time pipeline visibility AI-Powered Analytics & Predictive Modeling • AutoML for predictive insights • What-if scenario planning • Python integration for advanced modeling • API-accessible analytics endpoints Conversational Dashboards & Self-Service BI • Natural language queries • 100+ interactive visuals • Drill-down exploration • Scheduled & automated reporting Built-in Data Quality & Governance • Automated validation & anomaly detection • Data catalog & lineage tracking • Role-based access control • Audit trails & governance workflows Data Apps & Operational Workflows • Low-code applications • Integrated data capture forms • Automated decision triggers • Insight-to-action workflows Business Value • Faster deployment of data pipelines • Improved data accuracy and trust • Reduced reliance on multiple disconnected tools • Faster decision-making cycles • Measurable operational efficiency Infoveave unifies data automation, AI-powered analytics, governance, and operational workflows into one intelligent platform — turning enterprise data into trusted, actionable decisions.

Average Rating: 4.9/5.0

Total Reviews: 9

How Do G2 Users Rate Infoveave?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Infoveave?

Who Uses This Product?

  • Company Size: 44% Small, 22% Large

What Do G2 Reviewers Say About Infoveave?

AI-generated summary from verified user reviews

Pros
  • Users find Infoveave to be easy to use, with smooth implementation and seamless data integration options.
  • Users highlight the easy integrations of Infoveave, enhancing data import and streamlining dashboard creation.
  • Users highlight the ease of use and quick implementation of Infoveave, enhancing data integration and visualization.
  • Users value the excellent community support, highlighting its reliability and top-notch assistance during implementation.
  • Users commend the excellent customer support of Infoveave, appreciating its reliability and top-notch assistance.
Cons
  • Users note the need for better help content as poor information leads to dependency on customer support.
  • Users face dashboard issues with isolating data, requiring extensive restructuring for multi-tenant reports.
  • Users face initial difficulties with data cleaning, needing extensive restructuring for effective dashboard functionality.
  • Users report data inaccuracy, facing initial difficulties with dashboards and tenant-specific reports that complicate their analysis.
  • Users faced initial difficulties with data integration, requiring substantial restructuring for effective dashboard functionality across tenants.

What Are Recent G2 Reviews of Infoveave?

Precog

Precog is an automated platform that connects seamlessly to any application API and loads data into your data warehouse or database, fully prepared for analytics, machine learning, and business applications.

Average Rating: 4.6/5.0

Total Reviews: 5

How Do G2 Users Rate Precog?

  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Precog?

  • Seller: Precog
  • Year Founded: 2020
  • HQ Location: Boulder, US
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of Precog?

What Are G2 Users Discussing About Precog?

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: 9.1/10)
  • Automation: 10.0/10 (Category avg: 9.0/10)
  • Scalability: 10.0/10 (Category avg: 8.7/10)
  • Auditing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind BOLTIC.IO?

Who Uses This Product?

  • Company Size: 60% Medium, 20% Large

What Are Recent G2 Reviews of BOLTIC.IO?

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