# Best Data Mapping Software for Medium-Sized Businesses ## How Many Data Mapping Software Products Does G2 Track? **Total Products under this Category:** 48 ### Category Stats (Aug 2026) - **Average Rating:** 4.47/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Ab Initio (+0.26%) - Among all products in this category, Ab Initio recorded the largest rating increase compared to last month _Last updated: August 14, 2026_ ## How Does G2 Rank Data Mapping Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,000+ Authentic Reviews - 48+ 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 Data Mapping Software ![G2 Grid® for Data Mapping Software plotting products by satisfaction and market presence](https://www.g2.com/categories/data-mapping/grids.png?focus%5B%5D=815&focus%5B%5D=10400&focus%5B%5D=4136&focus%5B%5D=156497&focus%5B%5D=8289&focus%5B%5D=3570&focus%5B%5D=22469&focus%5B%5D=78571) Highlighted products: Boomi, Lobster Data Platform, Skyvia, Patchworks, OWOX, CloverDX, Babelway, and Transcend. Underlying data: [Grid® JSON](https://www.g2.com/categories/data-mapping/grids.json?focus%5B%5D=boomi&focus%5B%5D=lobster-data-platform&focus%5B%5D=skyvia&focus%5B%5D=patchworks&focus%5B%5D=owox&focus%5B%5D=cloverdx&focus%5B%5D=babelway&focus%5B%5D=transcend&segment=mid-market) **Sponsored** ### Amazon Athena Amazon Athena is a serverless, interactive query service that enables users to analyze large datasets directly in Amazon S3 using standard SQL. With no infrastructure to manage, Athena allows for quick, ad-hoc querying without the need for complex ETL processes. It automatically scales to execute queries in parallel, delivering fast results even for complex queries and large datasets. Key Features and Functionality: - Serverless Architecture: Athena requires no server management, automatically handling infrastructure scaling and maintenance. - Standard SQL Support: Users can run ANSI SQL queries, facilitating easy data analysis without learning new languages. - Broad Data Format Compatibility: Supports various data formats, including CSV, JSON, ORC, Avro, and Parquet, allowing flexibility in data storage and analysis. - Integration with AWS Glue: Seamlessly integrates with AWS Glue Data Catalog for metadata management, enabling schema discovery and versioning. - Security and Compliance: Provides robust security features, including data encryption at rest and in transit, and integrates with AWS Identity and Access Management (IAM) for fine-grained access control. Primary Value and User Solutions: Amazon Athena simplifies the process of analyzing vast amounts of data stored in Amazon S3 by eliminating the need for complex infrastructure setup and management. Its serverless nature and support for standard SQL make it accessible to users with varying levels of technical expertise. By enabling quick, cost-effective querying of large datasets, Athena addresses challenges related to data analysis speed, scalability, and operational overhead, empowering organizations to derive insights efficiently. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2193&secure%5Bchosen_at%5D=2026-08-15T07%3A56%3A20Z&secure%5Bdisplayable_resource_id%5D=2193&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2193&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=40859&secure%5Bresource_id%5D=2193&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-mapping%2Fmid-market&secure%5Btoken%5D=ac4018326bdd7be4c925c83001ac299ef751537a03574099ee1229e31c24aa92&secure%5Burl%5D=https%3A%2F%2Faws.amazon.com%2Fathena%2F%3Ftrk%3Dfe12ca5e-123b-4cc4-bd94-0bca0a2c982f%26sc_channel%3Ddisplay%2Bads&secure%5Burl_type%5D=custom_url) ### [Boomi](https://www.g2.com/products/boomi/reviews) Boomi is the intelligent integration and automation company that drives transformation. The Boomi Platform enables businesses to connect applications, people, and data faster to eliminate digital fragmentation caused by the exponential growth of applications and data. Through a combination of Generative AI, prebuilt connectors to applications, low-code automation, recipes for common business processes, full API lifecycle management, and event-driven architecture for cloud and hybrid on-premises integration, the Boomi Platform provides the breadth and depth of support required for modern digital transformation in an easy-to-use platform with enterprise-grade security, scalability, and reliability. **Average Rating:** 4.4/5.0 **Total Reviews:** 455 #### How Do G2 Users Rate Boomi? - **Data manipulation:** 9.0/10 (Category avg: 8.8/10) - **Process various formats:** 8.8/10 (Category avg: 8.7/10) - **Data visualisation:** 8.3/10 (Category avg: 8.7/10) - **Ease of Use:** 8.6/10 (Category avg: 8.7/10) #### Who Is the Company Behind Boomi? - **Seller:** [Boomi](https://www.g2.com/sellers/boomi) - **Company Website:** boomi.com - **Year Founded:** 2000 - **HQ Location:** Conshohocken, PA - **Twitter:** @boomi 101,014 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=48e58db8d91e1da54d6b476d5f5c5a2d98aab91fa1d98184cfcc08cb78bcfd9d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fboomi-inc%2F&secure%5Burl_type%5D=linkedin_company_website) 3,024 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 45% Large, 39% Medium #### What Do G2 Reviewers Say About Boomi? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of Boomi, appreciating its low-code design and effective AI features. - Users value the **seamless integration capabilities** of Boomi, enhancing connectivity with various cloud providers and tools. - Users value the **easy integrations** with multiple cloud providers and tools, enhancing their connectivity and efficiency. - Users praise Boomi's **easy-to-use low code platform** , enabling quick integrations and effective maintenance with rich features. - Users value the **seamless integration capabilities** of Boomi, enabling easy connections with various cloud services and tools. ##### Cons - Users find Boomi's **complexity** frustrating, particularly with its UI and deployment processes that hinder usability. - Users face significant **integration issues** with Boomi, such as high costs and complexity in implementing custom solutions. - Users find the **learning curve steep** for Boomi, particularly with complex scenarios and a powerful interface. - Users find **initial learning difficult** with Boomi, particularly in complex scenarios that may confuse new users. - Users feel that Boomi lacks **missing features** , such as more pre-built connectors and improved documentation for better usability. #### What Are Recent G2 Reviews of Boomi? **["Smooth NetSuite Integration with Fast, Low-Code Automation"](https://www.g2.com/survey_responses/boomi-review-12597011)** **Rating:** 4.0/5.0 stars _— tarun p._ [Read full review](https://www.g2.com/survey_responses/boomi-review-12597011) **["Boomi’s Powerful Integrations and AI Automation Save Us Time and Effort"](https://www.g2.com/survey_responses/boomi-review-12901875)** **Rating:** 5.0/5.0 stars _— Abhay K._ [Read full review](https://www.g2.com/survey_responses/boomi-review-12901875) #### What Are G2 Users Discussing About Boomi? - [What is Boomi used for?](https://www.g2.com/discussions/what-is-boomi-used-for) - 1 comment - [What is Boomi Integration Platform as a Service (iPaaS) used for?](https://www.g2.com/discussions/what-is-boomi-integration-platform-as-a-service-ipaas-used-for) - 1 comment ### [Lobster Data Platform](https://www.g2.com/products/lobster-data-platform/reviews) Lobster is a Supply Chain Integration Platform headquartered in Germany. We help organisations connect any partner, system, and data format in a single platform, so they can move beyond simply transporting data and actually make it operational. For more than 20 years, we have been building integration solutions for logistics, retail, and manufacturing. Our platform covers three core areas: Integration (EDI, APIs, cloud apps, legacy systems), Orchestration (automated workflows and processes), and Collaboration (self-service portals for partners and suppliers). With over 90 pre-built connectors, customers can onboard partners in any format or protocol without replacing what already works. What sets Lobster apart is ownership. Our customers stay in full control of their data flows. Their teams configure changes, onboard new partners, and adjust formats themselves, without waiting weeks for consultants or vendor tickets. Built-in AI supports configuration, error analysis, and documentation, so even complex setups remain manageable. Most customers go live within four weeks. Over 1,500 companies worldwide, including HARIBO, HP, Hermes, Tchibo, Schaeffler, DHL, and Lufthansa Cargo, rely on Lobster to keep their supply chains running reliably, securely (ISO certified), and at scale. **Average Rating:** 4.6/5.0 **Total Reviews:** 106 #### How Do G2 Users Rate Lobster Data Platform? - **Data manipulation:** 9.2/10 (Category avg: 8.8/10) - **Process various formats:** 9.3/10 (Category avg: 8.7/10) - **Data visualisation:** 7.7/10 (Category avg: 8.7/10) - **Ease of Use:** 8.3/10 (Category avg: 8.7/10) #### Who Is the Company Behind Lobster Data Platform? - **Seller:** [Lobster Data GmbH](https://www.g2.com/sellers/lobster-data-gmbh) - **Company Website:** www.lobster-world.com - **Year Founded:** 2002 - **HQ Location:** Tutzing, Germany - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=24f51cd9f62df2e558d0a3dfc63f574ec4db81a618f78d3ae90e18105c976331&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flobster-data-gmbh%2F&secure%5Burl_type%5D=linkedin_company_website) 324 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Logistics and Supply Chain, Transportation/Trucking/Railroad - **Company Size:** 61% Medium, 26% Large #### What Do G2 Reviewers Say About Lobster Data Platform? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of Lobster Data Platform, ensuring quick setups and reliable performance. - Users praise the **excellent customer support** of Lobster Data Platform, appreciating their quick and reliable assistance on requests. - Users appreciate the **seamless integration capabilities** of Lobster Data Platform, effectively connecting internal and external systems. - Users value the **seamless integrations** of Lobster Data Platform, effectively connecting internal and external systems. - Users commend the **intuitive user interface** of Lobster Data Platform, enabling quick project realization and effective support. ##### Cons - Users find the platform to be **overly complex** , especially with numerous functions and complicated process steps. - Users criticize the **inconsistent documentation and user interface changes** that hinder their experience and create confusion. - Users find Lobster Data Platform's **complex usability** overwhelming due to its numerous functions and intricate process steps. - Users find the **pricing expensive** and complicated, making it a challenging choice for on-premise customers. - Users note the **missing features** in Lobster Data Platform, leading to difficulties with integration and documentation. #### What Are Recent G2 Reviews of Lobster Data Platform? **["A Middleware solutions that really works"](https://www.g2.com/survey_responses/lobster-data-platform-review-11356950)** **Rating:** 4.5/5.0 stars _— Robert v._ [Read full review](https://www.g2.com/survey_responses/lobster-data-platform-review-11356950) **["Intuitive Platform, very easy to use, Needs Faster Bug Fixes"](https://www.g2.com/survey_responses/lobster-data-platform-review-12470671)** **Rating:** 4.5/5.0 stars _— Felix B._ [Read full review](https://www.g2.com/survey_responses/lobster-data-platform-review-12470671) ### [Skyvia](https://www.g2.com/products/skyvia/reviews) Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectivity, and much more. Benefits of Using Skyvia: • Cost efficiency: With affordable, flexible pricing plans for each product, Skyvia suites for businesses of any size. • Ease of Use: Based on extensive customer feedback, ease of use is Skyvia's strongest quality. • Flexibility: Skyvia provides adaptable, no-code integration tools for both basic and advanced business scenarios. • Trust: Skyvia is trusted by thousands of data-driven organizations around the globe. With a vast library of 200+ connectors, Skyvia provides seamless integration among various cloud applications, databases, and data warehouses, including Salesforce, Dynamics CRM, QuickBooks Online, SQL Server, Amazon Redshift, Google BigQuery, and others. **Average Rating:** 4.8/5.0 **Total Reviews:** 322 #### How Do G2 Users Rate Skyvia? - **Data manipulation:** 8.4/10 (Category avg: 8.8/10) - **Process various formats:** 8.6/10 (Category avg: 8.7/10) - **Data visualisation:** 8.4/10 (Category avg: 8.7/10) - **Ease of Use:** 9.3/10 (Category avg: 8.7/10) #### Who Is the Company Behind Skyvia? - **Seller:** [Devart](https://www.g2.com/sellers/devart) - **Year Founded:** 1997 - **HQ Location:** Wilmington, Delaware, USA - **Twitter:** @DevartSoftware 1,736 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=79979469a3bee56c782598382543e7a4af65b7f1bcf71aea7d9fde07241e81e6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F800325%2F&secure%5Burl_type%5D=linkedin_company_website) 249 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** CEO, CTO - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 52% Small, 42% Medium #### What Do G2 Reviewers Say About Skyvia? _AI-generated summary from verified user reviews_ ##### Pros - Users find Skyvia's **ease of use** remarkable, highlighting its intuitive interface for seamless data integration. - Users appreciate the **easy integrations** with a low-code interface, making complex data connections effortless and efficient. - Users highlight the **easy setup** of Skyvia, finding it intuitive and hassle-free for seamless data integration. - Users find the **initial setup easy** , enabling quick integrations without requiring coding skills or developer involvement. - Users appreciate the **easy integrations** Skyvia offers, enabling quick connections across multiple systems effortlessly and intuitively. ##### Cons - Users highlight a need for **expanded documentation and more detailed logs** to improve troubleshooting and job tracking. - Users find the **difficult setup** of Skyvia challenging due to its outdated interface and complex configurations. - Users find the **learning curve steep** due to complex configurations and a dense interface that requires time to master. - Users find the **poor documentation** of Skyvia lacking real-world examples, making integrations more complex and less intuitive. - Users find the **setup difficulty** with Skyvia can be complex, requiring time and effort for configuration and field mapping. #### What Are Recent G2 Reviews of Skyvia? **["Easy, No-Code Data Sync Setup with Straightforward Pricing"](https://www.g2.com/survey_responses/skyvia-review-12828558)** **Rating:** 5.0/5.0 stars _— Emily C._ [Read full review](https://www.g2.com/survey_responses/skyvia-review-12828558) **["Straightforward, Reliable Data Sync Between Cloud Apps and Databases"](https://www.g2.com/survey_responses/skyvia-review-12843850)** **Rating:** 5.0/5.0 stars _— Marcus W._ [Read full review](https://www.g2.com/survey_responses/skyvia-review-12843850) #### What Are G2 Users Discussing About Skyvia? - [What is Skyvia used for?](https://www.g2.com/discussions/what-is-skyvia-used-for) - 1 comment ### [Patchworks](https://www.g2.com/products/patchworks/reviews) Patchworks is an integration platform as a service (iPaaS) for B2C and B2B e-commerce businesses with the vision of helping retailers of all sizes integrate a best of breed technology stack as quickly and as easily as possible. Born in the cloud, Patchworks provides a powerful, user-friendly platform to connect systems via our low-code/no-code interface through a combination of pre-built connectors and process flows, which can be made available via our Patchworks ‘Blueprints’. Patchworks connects key eCommerce systems, storefronts, marketplaces, ERPs, CRMs, and fulfilment solutions, allowing retailers to simplify technology stack integration and do away with point to point vendor specific apps. Patchworks automates the flow of data across organisations, allowing them to scale without the overwhelming operations, streamline their operations, resources and reduce costs. With Patchworks, users can enjoy smoother operations, quicker time-to-market, and significant cost savings, all while ensuring a robust and scalable, ISO27001 certified, infrastructure that grows with their business. Hundreds of retailers, brands and partners are using the Patchworks platform, customers include the likes of: Castore, Belstaff, Bluebella, Gymshark, Westwing, In The Style, Maniere De Voir, Emma Bridgewater, Huel, The Couture Club, AYBL, Arne, Patta, Lounge Underwear, Mint Velvet, Mr Marvis and many more. **Average Rating:** 4.6/5.0 **Total Reviews:** 55 #### How Do G2 Users Rate Patchworks? - **Data manipulation:** 8.8/10 (Category avg: 8.8/10) - **Process various formats:** 9.0/10 (Category avg: 8.7/10) - **Data visualisation:** 8.9/10 (Category avg: 8.7/10) - **Ease of Use:** 8.7/10 (Category avg: 8.7/10) #### Who Is the Company Behind Patchworks? - **Seller:** [Patchworks](https://www.g2.com/sellers/patchworks) - **Company Website:** www.patchworks.co.uk - **Year Founded:** 2014 - **HQ Location:** United Kingdom - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c0d96c16108b7b6c6bdd9be507a1ad9a9da587b84586f599608d64cc58da3cb0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpatchworks%2F&secure%5Burl_type%5D=linkedin_company_website) 72 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Apparel & Fashion, Information Technology and Services - **Company Size:** 53% Small, 42% Medium #### What Do G2 Reviewers Say About Patchworks? _AI-generated summary from verified user reviews_ ##### Pros - Users find Patchworks to be of **great ease of use** , enabling seamless integration without needing advanced technical skills. - Users praise the **reliable and responsive customer support** from Patchworks, ensuring smooth operations and assistance. - Users praise Patchworks for its **quick and effective issue resolution** , ensuring smooth operations and seamless integrations. - Users commend the **easy integrations** offered by Patchworks, enabling quick setup and seamless app connectivity without coding skills. - Users love the **efficiency** of Patchworks, enabling seamless integration and smooth handling of large datasets effortlessly. ##### Cons - Users find the **complexity of navigation and customization** in Patchworks challenging, especially for those new to integration systems. - Users find the **limited customization** options challenging, often needing developer support for complex flow adjustments. - Users note the **missing features** in Patchworks, like improved logging and UI handling for configurations, hinder usability. - Users find Patchworks **not user-friendly** due to its complexity and the need for technical knowledge during setup. - Users often face **setup difficulties** , requiring technical help for configurations and experiencing unexpected issues during deployment. #### What Are Recent G2 Reviews of Patchworks? **["Refreshing Visibility and Easy Drag-and-Drop Integrations"](https://www.g2.com/survey_responses/patchworks-review-12965581)** **Rating:** 5.0/5.0 stars _— Verified User in Luxury Goods & Jewelry_ [Read full review](https://www.g2.com/survey_responses/patchworks-review-12965581) **["Easy-to-Use Automation for everyone in the Organization"](https://www.g2.com/survey_responses/patchworks-review-12870580)** **Rating:** 4.0/5.0 stars _— Verified User in Apparel & Fashion_ [Read full review](https://www.g2.com/survey_responses/patchworks-review-12870580) ### [OWOX](https://www.g2.com/products/owox/reviews) OWOX Data Marts is a Free Forever Self-Service Analytics Platform that brings live, trusted data to spreadsheets and dashboards of decision-makers. Ask in plain English or click to build – your trusted reports update in real time with no analyst in the loop. With OWOX Data Marts, companies grow revenue as fast as they collect new data by enabling self-service reporting for everyone. Trusted by 165,000+ users in data teams, but also in marketing, finance, and product teams: from fast-scaling startups to global enterprises, OWOX products powers decisions across every department with data people actually trust. ‍ Self-hosted and Cloud Deployment are available to suit any data stack. Imagine a world where exploring data is as easy as driving a car, without the limitations of public transport (traditional BI dashboards) or the cost of a private driver (data analysts). That's exactly what we assure you! **Average Rating:** 4.9/5.0 **Total Reviews:** 290 #### How Do G2 Users Rate OWOX? - **Ease of Use:** 8.8/10 (Category avg: 8.7/10) #### Who Is the Company Behind OWOX? - **Seller:** [OWOX](https://www.g2.com/sellers/owox) - **Year Founded:** 2002 - **HQ Location:** WALNUT, California - **Twitter:** @owox 435 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ee72c8f3a2f9195ba2e32b60c5801ad9e8bb90135f3c82058e174290a51247ed&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1721152%2F&secure%5Burl_type%5D=linkedin_company_website) 67 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Chief Marketing Officer, CEO - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 48% Small, 43% Medium #### What Do G2 Reviewers Say About OWOX? _AI-generated summary from verified user reviews_ ##### Pros - Users praise the **ease of use** of OWOX, highlighting its quick setup and intuitive interface. - Users value the **excellent support team** at OWOX, appreciating their flexibility and commitment to solving problems. - Users value OWOX for its **data ownership and flexibility** , enabling efficient management and utilization of business data. - Users value the **excellent customer support** from OWOX, noting their responsiveness and helpful assistance throughout the process. - Users value the **easy-to-use analytics** of OWOX, enabling effective tracking and improved advertising insights. ##### Cons - Users report **data management issues** with OWOX, including bugs and unreliable scheduling that affect data accuracy. - Users face **error handling issues** , requiring dedicated troubleshooting to unearth fundamental data errors and ensure reliability. - The **expensive pricing** structure for hourly schedules limits accessibility, despite overall satisfaction with the product's functionality. - Users find the **integration issues** with custom external services a barrier to achieving optimal functionality. - Users desire **more detailed instructions** and features like reliability in scheduling and data updates in OWOX. #### What Are Recent G2 Reviews of OWOX? **["Simple and helpful"](https://www.g2.com/survey_responses/owox-review-9843178)** **Rating:** 5.0/5.0 stars _— Verified User in Computer Software_ [Read full review](https://www.g2.com/survey_responses/owox-review-9843178) **["Nice team and Tracking & Attribution Solution"](https://www.g2.com/survey_responses/owox-review-9851467)** **Rating:** 4.5/5.0 stars _— Serhii K._ [Read full review](https://www.g2.com/survey_responses/owox-review-9851467) #### What Are G2 Users Discussing About OWOX? - [What is OWOX BI used for?](https://www.g2.com/discussions/what-is-owox-bi-used-for) - 1 comment ### [CloverDX](https://www.g2.com/products/cloverdx/reviews) CloverDX is the data integration platform that combines engineering-led pipelines, an AI Assistant, and self-service tools for business users. There's no managed SaaS here: you self-host CloverDX on your own terms, on-prem, in your own cloud, or hybrid, so your data and infrastructure stay under your control. CloverDX streamlines the entire ETL lifecycle, from ingestion and processing to delivery and consumption, enhancing productivity and fostering trust in data. The platform is used by organizations of all sizes, helping companies optimize and orchestrate their data workflows, reduce manual work and errors, and ensure compliance with data governance standards. Data engineers and technical users build and automate pipelines in a visual + code interface, backed by an AI Assistant that plans, builds, tests, and documents pipelines from a spec, sample data, or a natural-language prompt. Every step it generates stays visible and editable, so engineers stay in control while spending less time on boilerplate and more time on architecture and review. Business users get their own Wrangler Assistant, describing what they need in plain language and getting back transparent, editable transformation steps, so they can take on data quality, data prep, and master data management tasks without needing IT intervention. This frees up technical resources across the board. CloverDX supports a wide range of data sources and formats, enabling users to ingest data from various systems. Robust transformation capabilities allow users to clean, enrich, and manipulate data to meet specific business requirements, including using AI directly within pipelines to classify, extract, anonymize, or summarize data. Every AI capability runs on a bring your own key (BYOK) or bring your own model (BYOM) basis: connect your own account with Anthropic, OpenAI, Azure OpenAI, or Google, or run models entirely on your own infrastructure for data that never leaves your environment. There's no CloverDX-run AI service in the middle, so you stay in control of the provider, the cost, and what data gets shared. CloverDX also offers advanced automation features, including AI-assisted monitoring and diagnostics that flag issues before they become problems, minimizing manual intervention and reducing the risk of errors. CloverDX helps maintain data integrity and accountability throughout the data lifecycle, with full version control and audit trails. Users can track changes and access historical data versions, ensuring they can rely on the accuracy of data at all times. Governance always comes first: admins can set organization-wide guardrails on what data reaches an AI provider, or disable external AI sharing entirely for regulated environments. CloverDX is a versatile, flexible data integration solution that addresses the needs of both technical and non-technical users. By combining self-hosted deployment freedom, AI-powered productivity, robust processing capabilities, and a user-friendly interface, it empowers organizations to manage their data more effectively, ultimately leading to better insights, enhanced collaboration and alignment, and improved business outcomes. **Average Rating:** 4.3/5.0 **Total Reviews:** 72 #### How Do G2 Users Rate CloverDX? - **Data manipulation:** 8.5/10 (Category avg: 8.8/10) - **Process various formats:** 8.2/10 (Category avg: 8.7/10) - **Data visualisation:** 7.8/10 (Category avg: 8.7/10) - **Ease of Use:** 8.2/10 (Category avg: 8.7/10) #### Who Is the Company Behind CloverDX? - **Seller:** [CloverDX](https://www.g2.com/sellers/cloverdx) - **Company Website:** www.cloverdx.com - **Year Founded:** 2002 - **HQ Location:** Prague - **Twitter:** @CloverDX 1,237 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7e8668ecdfafd2834c5f3aa56297f959a82431fab1690c7395a4b2b040f807fc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloverdx%2F&secure%5Burl_type%5D=linkedin_company_website) 55 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 40% Medium, 36% Large #### What Do G2 Reviewers Say About CloverDX? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of CloverDX, finding it intuitive and visually appealing for data transformations. - Users find **automation capabilities** in CloverDX invaluable, streamlining processes and minimizing errors effectively. - Users appreciate the **simple and user-friendly interface** of CloverDX, making it easy to build ETL workflows efficiently. - Users value the **easy integrations** with diverse data sources, enhancing workflow efficiency and ensuring smooth operations. - Users commend CloverDX for its **user-friendly interface** that simplifies data transformation and integration processes. ##### Cons - Users feel the **poor documentation** hinders code generation efficiency, calling for more examples and detailed guides. - Users face **connection issues** with CloverDX, affecting data transfer and limited connectivity options. - Users find the **steep learning curve** of CloverDX challenging, wishing for improved documentation and easier onboarding. - Users find the **unclear documentation** challenging, wishing for better examples and detailed guidance for effective usage. - Users note that CloverDX has **complex usability** , making navigation difficult and hindering overall user experience. #### What Are Recent G2 Reviews of CloverDX? **["Multiple projects using CloverDX."](https://www.g2.com/survey_responses/cloverdx-review-8387245)** **Rating:** 5.0/5.0 stars _— Verified User in Consulting_ [Read full review](https://www.g2.com/survey_responses/cloverdx-review-8387245) **["Customizable Pipelines, Easy Setup with CloverDX"](https://www.g2.com/survey_responses/cloverdx-review-10657839)** **Rating:** 4.5/5.0 stars _— Pavlo T._ [Read full review](https://www.g2.com/survey_responses/cloverdx-review-10657839) #### What Are G2 Users Discussing About CloverDX? - [How much does CloverDX cost?](https://www.g2.com/discussions/how-much-does-cloverdx-cost) - 1 comment - [Is CloverDX open source?](https://www.g2.com/discussions/is-cloverdx-open-source) - 1 comment - [How do you use CloverDX?](https://www.g2.com/discussions/how-do-you-use-cloverdx) ### [Babelway](https://www.g2.com/products/babelway/reviews) Babelway is an integration platform designed to simplify how businesses exchange data and documents with their partners, covering EDI, e-invoicing, Peppol, and other regulated document flows. Instead of relying on complex, rigid setups, it provides a flexible way to connect systems, transform data, and manage document exchanges across suppliers, customers, and platforms. What makes Babelway different is its approach: a fully transparent, self-service platform where you stay in control of your integrations, with the option to rely on expert support whenever needed. Today, Babelway supports over 700 companies worldwide, processing more than 600 million messages per year across 30+ countries, making it a proven and scalable foundation for business-critical integrations. No black box, no hidden logic, just a clear and flexible way to connect your systems. What Babelway does: • Connects ERPs, APIs, files (CSV, XML, EDIFACT, JSON, etc.) and external platforms through a wide range of protocols (SFTP, AS2, REST, Peppol, and more) • Transforms data between formats, from simple mappings to complex business rules and validations • Automates document flows end-to-end, including sending, receiving, monitoring, and error handling • Provides full visibility on every transaction, with real-time tracking and easy reprocessing when needed • Supports compliance requirements such as Peppol and country-specific e-invoicing mandates Why IT and Finance teams choose Babelway: • Babelway combines flexibility and control in a way that most EDI solutions don’t. • For IT teams, it reduces the complexity of building and maintaining integrations, while keeping full visibility and control over data flows. • For Finance teams, it ensures reliable, compliant, and traceable document exchanges, especially in the context of e-invoicing regulations. • Self-service first: build and manage your own integrations without heavy development cycles • No black box: full visibility into mappings, flows, and data at every step • Support when you need it: from onboarding to full managed implementations via Professional Services • Transparent pricing: clear plans based on usage, with no hidden fees, no tokens, and no surprise costs This makes it easy to start small, scale progressively, and stay in control of both your integrations and your costs. Who it’s for: Babelway is used by mid-sized to large companies across industries such as retail, logistics, manufacturing, and fintech. It’s particularly well suited for organizations that: • Exchange documents with multiple partners • Need to support multiple formats and protocols • Are dealing with e-invoicing regulations (Peppol, France, etc.) • Want to avoid complex, opaque EDI systems Key points: • Self-service platform with full control over integrations • Certified Peppol Access Point and compliant with major standards (ISO 27001, SOC 1 & 2, GDPR) • Scales from a few flows to high-volume environments • Transparent pricing with predictable costs • Free trial available to get started quickly **Average Rating:** 4.7/5.0 **Total Reviews:** 35 #### How Do G2 Users Rate Babelway? - **Ease of Use:** 9.0/10 (Category avg: 8.7/10) #### Who Is the Company Behind Babelway? - **Seller:** [Tradeshift](https://www.g2.com/sellers/tradeshift-57c6d4fd-9fec-41e6-9415-a1e9188c1c70) - **Company Website:** tradeshift.com - **Year Founded:** 2009 - **HQ Location:** San Francisco, California - **Twitter:** @tradeshift 6,577 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a385c76d2b3e090ce702799861a1d4f1fcfcb2371d0c3288e972c4de86651670&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F845066%2F&secure%5Burl_type%5D=linkedin_company_website) 345 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 58% Medium, 22% Large #### What Do G2 Reviewers Say About Babelway? _AI-generated summary from verified user reviews_ ##### Pros - Users commend Babelway for its **responsive customer support** , highlighting their competence and helpfulness throughout the process. - Users value the **flexibility** of Babelway, enabling easy collaboration and accessible setups from anywhere. - Users value the **cloud-based accessibility** and easy learning curve of Babelway, enabling quick setup and collaboration. - Users value the **efficiency** of Babelway, highlighting their competence and reliability in every interaction. - Users find Babelway's **learning ease** exceptional, allowing quick setup for complex connections with minimal IT knowledge. #### What Are Recent G2 Reviews of Babelway? **["Perfect Integration and Fast Support"](https://www.g2.com/survey_responses/babelway-review-12632224)** **Rating:** 5.0/5.0 stars _— Sébastien K._ [Read full review](https://www.g2.com/survey_responses/babelway-review-12632224) **["Powerful Yet Easy Integrations with Great Monitoring and Responsive Support"](https://www.g2.com/survey_responses/babelway-review-12568586)** **Rating:** 5.0/5.0 stars _— Wouter B._ [Read full review](https://www.g2.com/survey_responses/babelway-review-12568586) #### What Are G2 Users Discussing About Babelway? - [What is Babelway used for?](https://www.g2.com/discussions/what-is-babelway-used-for) ### [Transcend](https://www.g2.com/products/transcend/reviews) Transcend is the only autonomous platform that answers "can I use this data?" in real-time to power every data decision so enterprises can scale growth. Only Transcend encodes consent, permissions, and business policy directly into the enterprise systems that process customer data, turning thousands of scattered signals into a real-time source of data truth. That source of truth becomes a decision layer that tells every employee, system, and AI agent if data can be used in real-time. Capture governance and business rules in context, encode them into the systems that already hold data, and see them enforced automatically everywhere data flows. This means AI, personalization, and first-party monetization efforts stop stalling in governance review and start shipping faster, so Marketing reaches its full permissioned audience, Engineering stops maintaining custom scripts and brittle pipelines, and CIOs can trust that business-critical initiatives launch responsibly and on-time. Experience the Transcend difference that Fortune 500 companies have come to rely on to unblock +$1.9 billion in revenue. **Average Rating:** 4.6/5.0 **Total Reviews:** 111 #### How Do G2 Users Rate Transcend? - **Data manipulation:** 8.8/10 (Category avg: 8.8/10) - **Process various formats:** 9.3/10 (Category avg: 8.7/10) - **Data visualisation:** 9.4/10 (Category avg: 8.7/10) - **Ease of Use:** 9.0/10 (Category avg: 8.7/10) #### Who Is the Company Behind Transcend? - **Seller:** [Transcend](https://www.g2.com/sellers/transcend) - **Company Website:** transcend.io - **Year Founded:** 2017 - **HQ Location:** San Francisco, California - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b7e243dad58325382d39cddde87d08adcd74974315b3bf1bad679d1087f9b402&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftranscend-io%2F&secure%5Burl_type%5D=linkedin_company_website) 161 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 75% Medium, 19% Large #### What Do G2 Reviewers Say About Transcend? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **seamless privacy compliance** support Transcend offers for global regulations, making management straightforward and efficient. - Users find the **ease of use** of Transcend exceptional, enhancing daily operations and user interface navigation. - Users value the **easy automation** of privacy processes, significantly enhancing efficiency and compliance management. - Users value the **excellent customer support** from Transcend, enhancing their overall experience and compliance efforts. - Users value the **seamless privacy compliance** capabilities of Transcend, making management straightforward and efficient. ##### Cons - Users face **integration issues** with existing tools, leading to delays and unawareness of certain app link failures. - Users often face **setup difficulties** due to complex integrations and insufficient documentation, extending the overall timeline. - Users find the **complex implementation** of Transcend challenging, highlighting the need for better planning and coordination. - Users experience **delays** due to bugs and slow support, which can significantly impact their business operations. - Users experience **delayed support** from Transcend, impacting their ability to resolve issues efficiently for their businesses. #### What Are Recent G2 Reviews of Transcend? **["Transcending Trust with a modern privacy platform where they actually listen and respond to needs!"](https://www.g2.com/survey_responses/transcend-review-11055578)** **Rating:** 5.0/5.0 stars _— Darren J._ [Read full review](https://www.g2.com/survey_responses/transcend-review-11055578) **["Trusted and Easy"](https://www.g2.com/survey_responses/transcend-review-11786172)** **Rating:** 5.0/5.0 stars _— Dharani K._ [Read full review](https://www.g2.com/survey_responses/transcend-review-11786172) ### [Astera Data Pipeline Builder (Centerprise)](https://www.g2.com/products/astera-data-pipeline-builder-centerprise/reviews) Astera Data Pipeline Builder (Centerprise) provides a no-code, scalable, high-performance, and affordable integration platform designed for technical and non-technical users to connect, transform, and move data from diverse sources to preferred destinations. With Astera's industrial strength ETL/ELT engine, 200+ transformations, and scheduling capabilities, users can build automated data pipelines in a matter of a few clicks. Users can also execute ETL and ELT data pipelines manually, schedule them for automated reruns, or orchestrate them as part of a larger data management process. Whether it's data extraction, transformation, cleansing, or loading, Astera Data Pipeline Builder excels at ensuring data accuracy and reliability. It offers comprehensive data validation capabilities, enabling users to enforce data quality and consistency. It is also a go-to solution for data migration, data warehousing, and business intelligence. **Average Rating:** 4.3/5.0 **Total Reviews:** 31 #### How Do G2 Users Rate Astera Data Pipeline Builder (Centerprise)? - **Data manipulation:** 8.8/10 (Category avg: 8.8/10) - **Process various formats:** 7.5/10 (Category avg: 8.7/10) - **Data visualisation:** 8.8/10 (Category avg: 8.7/10) - **Ease of Use:** 8.3/10 (Category avg: 8.7/10) #### Who Is the Company Behind Astera Data Pipeline Builder (Centerprise)? - **Seller:** [Astera Software](https://www.g2.com/sellers/astera-software) - **HQ Location:** Simi Valley, CA - **Twitter:** @AsteraSoftware 2,255 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1cf9dc3c430d3f81b53273d8e1958f34a9d05c68f0621195ee98e429abe6510c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F33267%2F&secure%5Burl_type%5D=linkedin_company_website) 172 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Medium, 32% Small #### What Are Recent G2 Reviews of Astera Data Pipeline Builder (Centerprise)? **["Great experience working with Astera ETL tool and support team"](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8938856)** **Rating:** 4.5/5.0 stars _— Verified User in Broadcast Media_ [Read full review](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8938856) **["Astera Centerprise Data Integrator Review"](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8851040)** **Rating:** 4.0/5.0 stars _— Rahul S._ [Read full review](https://www.g2.com/survey_responses/astera-data-pipeline-builder-centerprise-review-8851040) ### [Secoda](https://www.g2.com/products/secoda/reviews) Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data sources, pipelines, warehouses, and visualization tools, Secoda aims to create a unified source of truth for businesses. This functionality is particularly valuable for organizations looking to enhance their self-serve analytics, streamline operations, and improve decision-making. Targeted at data teams, business stakeholders, and organizations of all sizes, Secoda serves as an essential tool for those who need to manage and interpret large volumes of data. Its user-friendly interface ensures that individuals with varying levels of technical expertise can leverage the platform to gain actionable insights. Companies such as Vanta, Cardinal Health, ID.me, and Dialpad have adopted Secoda to monitor the health of their data ecosystems, enhance the efficiency of their data teams, and scale AI readiness. One of Secoda’s core advantages is its ability to unify data cataloging, enterprise governance, and observability into a single, streamlined platform. This consolidation not only reduces the overhead of managing multiple tools but also powers Secoda AI with rich, connected context, enabling teams to focus on insights instead of infrastructure. Secoda automates key data management tasks including documentation, tagging, glossary term creation, and policy creation. This automation enables users to quickly discover and access relevant data and insights without extensive manual effort. By streamlining these processes, Secoda not only saves valuable time but also empowers teams to make confident, data-driven decisions based on current, well-organized information, ultimately driving better business outcomes. Overall, Secoda stands out in the data management landscape by offering a comprehensive, AI-driven solution that caters to the needs of both technical and non-technical users. Its ability to create a single source of truth, coupled with its integration of multiple functionalities into one platform, positions it as a valuable asset for organizations aiming to harness the full potential of their data. **Average Rating:** 4.5/5.0 **Total Reviews:** 55 #### How Do G2 Users Rate Secoda? - **Data manipulation:** 5.0/10 (Category avg: 8.8/10) - **Process various formats:** 8.3/10 (Category avg: 8.7/10) - **Data visualisation:** 8.3/10 (Category avg: 8.7/10) - **Ease of Use:** 8.2/10 (Category avg: 8.7/10) #### Who Is the Company Behind Secoda? - **Seller:** [Secoda](https://www.g2.com/sellers/secoda) - **Year Founded:** 2021 - **HQ Location:** Toronto, CA - **Twitter:** @SecodaHQ 923 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8f1837632c4ab80c8e59891b62d653832890bc68b79a494f0d793f7a5eb73e02&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsecodahq%2Fabout&secure%5Burl_type%5D=linkedin_company_website) 19 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Financial Services - **Company Size:** 65% Medium, 18% Small #### What Do G2 Reviewers Say About Secoda? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **data lineage** feature of Secoda for enhancing metadata integration and facilitating easy discovery across teams. - Users appreciate the **self-serve onboarding** of Secoda, making it easy to empower teams with data governance. - Users value the **integration capabilities** of Secoda, seamlessly connecting to platforms like Looker Studio and Salesforce. - Users appreciate the **ease of use** of Secoda, making it accessible for both tech and non-tech users. - Users find the **data management features** in Secoda invaluable for knowledge sharing and simplifying data understanding. ##### Cons - Users find the **learning difficulty** with Secoda's settings and integrations frustrating, particularly for nontechnical team members. - Users note the **product immaturity** of Secoda, with bugs and missing features as challenges to their experience. - Users highlight the need for significant **improvement** in functionality and usability to derive real value from Secoda. - Users note the **limited functionality** of Secoda, stating it lacks essential features and struggles with usability. - Users experience **performance issues** with Secoda, facing syncing problems and minor bugs that hinder usability. #### What Are Recent G2 Reviews of Secoda? **["Making real progress with metadata, lineage, documentation and AI use cases"](https://www.g2.com/survey_responses/secoda-review-11392959)** **Rating:** 4.5/5.0 stars _— Verified User in Financial Services_ [Read full review](https://www.g2.com/survey_responses/secoda-review-11392959) **["Secoda offers great integration with Snowflake, dbt, Tableau for Data Cataloging and AI assistance"](https://www.g2.com/survey_responses/secoda-review-11049626)** **Rating:** 5.0/5.0 stars _— Surya Kant M._ [Read full review](https://www.g2.com/survey_responses/secoda-review-11049626) ### [Pimcore](https://www.g2.com/it/products/pimcore/reviews) Pimcore è un fornitore riconosciuto dagli analisti di tecnologia per la gestione dei dati e delle esperienze aziendali, che consente alle aziende di scalare la gestione dell'esperienza del prodotto (PXM) attraverso ecosistemi complessi. Fondata nel 2013 e con sede a Salisburgo, Austria, Pimcore è affidata da oltre 118.000 aziende in tutto il mondo. La piattaforma Pimcore unifica PIM, MDM, DAM, CDP, DXP/CMS e Digital Commerce in una suite componibile per aggregare, governare e arricchire i contenuti e i dati dei prodotti, supportando esperienze coerenti e personalizzate attraverso i canali. Pimcore è stata riconosciuta nel Magic Quadrant di Gartner del 2025 per le piattaforme di esperienza digitale. **Average Rating:** 4.5/5.0 **Total Reviews:** 40 #### How Do G2 Users Rate Pimcore? - **Facilità d'uso:** 8.2/10 (Category avg: 8.7/10) #### Who Is the Company Behind Pimcore? - **Venditore:** [pimcore](https://www.g2.com/it/sellers/pimcore) - **Sito web dell'azienda:** www.pimcore.com - **Anno di Fondazione:** 2009 - **Sede centrale:** Salzburg, Austria - **Twitter:** @pimcore 1,630 follower su Twitter - **Pagina LinkedIn®:** [www.linkedin.com](https://www.g2.com/it/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4f323c9d5173084a0d92f79c0a5537561e9d688d2fea7d164dd9e3a37b5200a9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3505853&secure%5Burl_type%5D=linkedin_company_website) 82 dipendenti su LinkedIn® #### Who Uses This Product? - **Top Industries:** Tecnologia dell'informazione e servizi - **Company Size:** 48% Medium, 33% Small #### What Do G2 Reviewers Say About Pimcore? _AI-generated summary from verified user reviews_ ##### Pros - Gli utenti apprezzano la **facilità d'uso** di Pimcore, che consente una gestione efficiente dei dati e delle esperienze attraverso un'unica interfaccia. - Gli utenti apprezzano le **soluzioni tutto-in-uno** di Pimcore, eliminando la necessità di applicazioni multiple mentre semplificano la gestione dei dati e la pubblicazione. - Gli utenti apprezzano la **semplicità nella gestione delle risorse** di Pimcore, beneficiando di un'interfaccia unica e semplificata per flussi di lavoro complessi. - Gli utenti apprezzano la **personalizzazione** di Pimcore, che consente soluzioni su misura che ottimizzano la gestione dei dati e i flussi di lavoro in modo efficiente. - Gli utenti apprezzano la **centralizzazione dei dati** in Pimcore, che semplifica i processi e rende la gestione efficiente e coesa. ##### Cons - Gli utenti trovano che Pimcore abbia una **curva di apprendimento ripida** , richiedendo tempo e sforzo per configurarlo in modo indipendente. - Gli utenti in precedenza trovavano Pimcore **molto complesso** , sebbene i miglioramenti in Pimcore Studio abbiano risolto questo problema. - Gli utenti esprimono preoccupazione per le **sfide degli sviluppatori** , desiderando maggiore indipendenza dagli integratori per le modifiche. - Gli utenti trovano la **difficoltà nell'apprendimento** di Pimcore impegnativa, richiedendo tempo e supporto significativi per la configurazione. - Gli utenti trovano Pimcore **costoso** , soprattutto considerando la ripida curva di apprendimento e la necessità di supporto aggiuntivo. #### What Are Recent G2 Reviews of Pimcore? **["Semplicità e Flessibilità Combinate in un'unica Piattaforma"](https://www.g2.com/it/survey_responses/pimcore-review-12364959)** **Rating:** 4.5/5.0 stars _— Dietmar R._ [Read full review](https://www.g2.com/it/survey_responses/pimcore-review-12364959) **["Pim-Core come unica fonte di verità—Pubblicazione in 8 lingue come un orologio"](https://www.g2.com/it/survey_responses/pimcore-review-12349541)** **Rating:** 4.5/5.0 stars _— Ofir M._ [Read full review](https://www.g2.com/it/survey_responses/pimcore-review-12349541) #### What Are G2 Users Discussing About Pimcore? - [A cosa serve Pimcore?](https://www.g2.com/it/discussions/what-is-pimcore-used-for) - 1 comment - [What does Pimcore do?](https://www.g2.com/it/discussions/what-does-pimcore-do) - [What is a PIM tool?](https://www.g2.com/it/discussions/what-is-a-pim-tool) - [Is Pimcore free?](https://www.g2.com/it/discussions/is-pimcore-free) - [What is Pimcore good for?](https://www.g2.com/it/discussions/what-is-pimcore-good-for) ### [Peregrine Connect](https://www.g2.com/pt/products/peregrine-connect/reviews) Peregrine Connect é uma das principais plataformas de integração que permite às empresas simplificar o design, implantação, hospedagem, gerenciamento de aplicativos, APIs e fluxos de trabalho. A plataforma protege as integrações e processos de negócios mais críticos com visibilidade acionável, diagnósticos precisos, alertas e controle unificado em toda a sua organização. Peregrine Connect permite que seus recursos Microsoft .NET Core sejam reutilizados e estendidos para simplificar ainda mais a integração de aplicativos e a automação de funções críticas de negócios. O portfólio de produtos Peregrine Connect abrange Neuron ESB, FlightPath Data Mapper Management Suite, Design Studio e NetSuite PSA Add-In para Microsoft Project. Peregrine Connect oferece um conjunto inovador de conectores para aplicativos empresariais populares. Ele fornece recursos robustos de integração de dados e uma interface de usuário simples, mas flexível, para projetar e executar integrações para organizações de todos os tamanhos. Os clientes se beneficiam de uma experiência de desenvolvimento superior, melhor desempenho, complexidade reduzida e tempo de valor imediato. Os clientes da Peregrine Connect implantam projetos em questão de semanas, em vez de meses, com clientes em todo o mundo em uma variedade de indústrias. Para saber mais, visite http://www.peregrineconnect.com **Average Rating:** 4.4/5.0 **Total Reviews:** 91 #### How Do G2 Users Rate Peregrine Connect? - **Manipulação de dados:** 9.4/10 (Category avg: 8.8/10) - **Processar vários formatos:** 9.4/10 (Category avg: 8.7/10) - **Visualização de dados:** 9.4/10 (Category avg: 8.7/10) - **Facilidade de Uso:** 8.5/10 (Category avg: 8.7/10) #### Who Is the Company Behind Peregrine Connect? - **Vendedor:** [Peregrine](https://www.g2.com/pt/sellers/peregrine) - **Localização da Sede:** Irvine, California - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1eef5c4426f156f2ae060778059ec920494165e37eed63ae8b96dc4a7f260b9a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fperegrineconnect%2F&secure%5Burl_type%5D=linkedin_company_website) 5 funcionários no LinkedIn® #### Who Uses This Product? - **Top Industries:** Tecnologia da Informação e Serviços, Software de Computador - **Company Size:** 44% Large, 35% Medium #### What Are Recent G2 Reviews of Peregrine Connect? **["Capacidades de Integração Inigualáveis com Peregrine Connect"](https://www.g2.com/pt/survey_responses/peregrine-connect-review-8350071)** **Rating:** 5.0/5.0 stars _— Usuário Verificado em Petróleo e Energia_ [Read full review](https://www.g2.com/pt/survey_responses/peregrine-connect-review-8350071) **["Plataforma de Integração Mais Fácil de Usar"](https://www.g2.com/pt/survey_responses/peregrine-connect-review-8338207)** **Rating:** 5.0/5.0 stars _— Lina F._ [Read full review](https://www.g2.com/pt/survey_responses/peregrine-connect-review-8338207) #### What Are G2 Users Discussing About Peregrine Connect? - [What do you like most about Peregrine Connect for application integration, and what could be improved?](https://www.g2.com/pt/discussions/what-do-you-like-most-about-peregrine-connect-for-application-integration-and-what-could-be-improved) - [Para que é usado o Peregrine Connect?](https://www.g2.com/pt/discussions/what-is-peregrine-connect-used-for) Spotlight Categories [Virtual Data Room Software](https://www.g2.com/categories/virtual-data-room-vdr) [Digital Signage Software](https://www.g2.com/categories/digital-signage) [Social Media Listening Tools](https://www.g2.com/categories/social-media-listening-tools) [Environmental Health and Safety Software](https://www.g2.com/categories/environmental-health-and-safety) [Chatbots Software](https://www.g2.com/categories/chatbots) Similar Categories - [Infrastructure as a Service (IaaS)](/categories/infrastructure-as-a-service-iaas) - [Active Metadata Management](/categories/active-metadata-management) - [Address Verification](/categories/address-verification) - [AIOps Platforms](/categories/aiops-platforms) - [Application Server](/categories/application-server) - [Blockchain](/categories/blockchain) - [Cloud File Storage](/categories/cloud-file-storage) - [Database Software](/categories/database-software) - [Data Center Infrastructure Management (DCIM)](/categories/data-center-infrastructure-management-dcim) - [Data Center Networking](/categories/data-center-networking) - [Data Exchange Platforms](/categories/data-exchange-platforms) - [Data Fabric](/categories/data-fabric) - [Data Integration Tools](/categories/data-integration-tools) - [Data Management Software](/categories/data-management-software) - [DataOps Platforms](/categories/dataops-platforms) [Browse Data Mapping Themes](/categories/data-mapping/themes)