Best Master Data Management (MDM) Tools - Page 3

How Many Master Data Management (MDM) Tools Products Does G2 Track?

Total Products under this Category: 151

Category Stats (Sep 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Palantir Foundry (+1.94%) - Among all products in this category, Palantir Foundry recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Master Data Management (MDM) Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 9,100+ Authentic Reviews
  • 151+ 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 Master Data Management (MDM) Tools

G2 Grid® for Master Data Management (MDM) Tools plotting products by satisfaction and market presence

Highlighted products: SAP Master Data Governance (MDG), Data 360 (formerly Salesforce Data Cloud), Boomi, Syndigo, ON EBX, Profisee, Stibo Systems MDM, and Akeneo PIM.

Underlying data: [Grid® JSON](https://www.g2.com/categories/master-data-management-mdm/grids.json?focus%5B%5D=sap-master-data-governance-mdg&focus%5B%5D=data-360-formerly-salesforce-data-cloud&focus%5B%5D=boomi&focus%5B%5D=syndigo-syndigo&focus%5B%5D=on-ebx&focus%5B%5D=profisee&focus%5B%5D=stibo-systems-mdm&focus%5B%5D=akeneo-pim)

Verdantis Master Data Management Suite

Verdantis MDM Suite is an AI-native master data management software built specifically for asset-intensive industries like Oil & Gas, Mining, Energy, Utilities, and Manufacturing. Unlike generic MDM platforms, it is engineered from the ground up to handle the complexity of industrial data across materials, customers, vendors, and services, making it the go-to solution for enterprises that cannot afford data inconsistencies in their operations. Harmonize tackles legacy data by automating the cleansing, deduplication, and normalization of data accumulated from ERP migrations, acquisitions, and multi-site operations, turning years of messy records into clean, usable master data. Integrity keeps that data clean going forward through business rules, validation checks, and change workflows that teams configure themselves, ensuring ongoing master data governance around your standards. MDM Suite also includes a set of AI tools built for industrial data challenges. AutoDoc extracts structured data from engineering drawings, BOMs, and datasheets using OCR and contextual AI. SpareSeek surfaces equivalent, alternate, and obsolete parts across vendor catalogs. TransAI translates and localizes data into regional languages and technical standards for global teams. Auto-Enrichment automatically populates missing attributes across master data using AI models trained on industrial data. Verdantis connects natively with SAP S/4HANA, SAP ECC, Oracle EAM, IBM Maximo, and Microsoft Dynamics 365, and deploys on cloud, on-premise, or hybrid infrastructure.

Average Rating: 4.5/5.0

Total Reviews: 10

How Do G2 Users Rate Verdantis Master Data Management Suite?

  • Data Governance: 10.0/10 (Category avg: 9.0/10)
  • Hierarchy Management: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind Verdantis Master Data Management Suite?

  • Seller: Verdantis
  • Year Founded: 2004
  • HQ Location: Princeton, US
  • LinkedIn® Page: www.linkedin.com
    82 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 70% Large, 40% Medium

What Do G2 Reviewers Say About Verdantis Master Data Management Suite?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Verdantis, finding it fast and customizable for their data management needs.
  • Users praise the unified data management of Verdantis, enhancing efficiency and accuracy across multiple operational domains.
  • Users value the data accuracy of Verdantis, enhancing operational efficiency and streamlining management across multiple domains.
  • Users commend the data quality of Verdantis, which enhances efficiency and accuracy across inventory and operations.
  • Users love the time-saving benefits of Verdantis, enhancing efficiency and reducing delays across operations.
Cons
  • Users find the complex setup of Verdantis Master Data Management Suite frustrating due to the lack of off-the-shelf integrations.
  • Users find the difficult setup frustrating, as there’s no off-the-shelf integration and it requires significant time investment.
  • Users find the initial setup frustrating due to lack of ready-made integrations, complicating the process.
  • Users feel that the data management issues like time-consuming setups and required manual reviews hinder efficiency.

What Are Recent G2 Reviews of Verdantis Master Data Management Suite?

beVault (formerly dataFactory)

beVault is a cutting-edge data warehouse automation software designed to accelerate the deployment of your data warehouse or data platform by up to five times using the Data Vault 2.0 methodology. By automating 95% of the code generation, beVault eliminates the need for manual coding, allowing you to visually design your data models based on business concepts and seamlessly integrate them with your data sources. Key Features: - Rapid Deployment: Accelerate your data warehouse automation processes, enabling the rapid creation and deployment of new business cases five times faster, reducing time-to-market and keeping your business agile. - Business-Centric Interface: beVault’s user-friendly interface fosters collaboration between IT and business teams, allowing everyone to co-construct data models without technical barriers, enhancing efficiency. - Comprehensive Data Quality Management: With its embedded data quality framework, beVault enables organizations to leverage the benefits of Data Vault to apply data quality controls on data sources, business concepts, and attributes. Measure your data quality over time and engage your teams with data stewardship functionalities. - Triple Automation: beVault automates the generation of code for your data models, streamlines workflows and their execution, and automatically produces comprehensive documentation. This integrated approach accelerates your data projects, reduces manual effort and risk of error, while ensuring consistency across all stages of your data management process. - Flexible Deployment: Deploy beVault on-premises, in the cloud, or in a hybrid environment, ensuring maximum flexibility to meet your organization's specific needs. Experience the transformative power of beVault and upgrade your data management strategy. Start for free today or book a demo to explore how beVault can help you reach your data goals faster and with fewer resources. beVault supports multiple architecture such as Data Mesh, Data Lake and Lakehouse.

Average Rating: 4.8/5.0

Total Reviews: 11

How Do G2 Users Rate beVault (formerly dataFactory)?

  • Data Governance: 8.9/10 (Category avg: 9.0/10)
  • Data Masking: 7.9/10 (Category avg: 8.5/10)
  • Hierarchy Management: 8.3/10 (Category avg: 8.7/10)
  • Ease of Use: 8.6/10 (Category avg: 8.4/10)

Who Is the Company Behind beVault (formerly dataFactory)?

  • Seller: dFakto
  • Year Founded: 2000
  • HQ Location: Etterbeek, BE
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 64% Medium, 27% Small

What Do G2 Reviewers Say About beVault (formerly dataFactory)?

AI-generated summary from verified user reviews

Pros
  • Users find that automation capabilities of beVault significantly enhance data quality and team efficiency.
  • Users commend the helpful customer support from dFakto, which aids significantly during the implementation process.
  • Users value the data accuracy of beVault, enhancing data quality and streamlining team productivity through automation.
  • Users value the enhanced data quality that beVault provides through automation, maximizing their team's efficiency.
  • Users value the robust data security of beVault, ensuring protection for both operations and finance efficiently.
Cons
  • Users find the complex setup of beVault challenging and rely heavily on the support team for assistance.
  • Users find the difficult setup of beVault challenging and rely heavily on support for assistance.
  • Users find the difficulty learning Data Vault concepts challenging, relying heavily on support for setup assistance.
  • Users find the steep learning curve of beVault challenging, requiring significant help from the support team to understand.

What Are Recent G2 Reviews of beVault (formerly dataFactory)?

SyncForce Circular PIM

SyncForce is a specialized software solution designed to assist Packaged Goods Manufacturers, including those in the Food, Pet Food, and Non-Food sectors, in achieving timely and complete digital product availability while alleviating the administrative burdens typically associated with product information management (PIM). By eliminating the reliance on cumbersome Excel sheets and manual updates, SyncForce streamlines the management of product and packaging data (PPWR, DoC, EPR), allowing manufacturers to focus on their core business activities. The SyncForce Circular PIM platform is tailored for manufacturers facing the complexities of modern product management. It automates and simplifies the flow of product data, ensuring compliance with industry regulations and standards. This is particularly beneficial for companies navigating the increasing demands of eCommerce, Environmental, Social, and Governance (ESG) criteria, and stringent regulatory requirements. By providing a centralized system for data management, SyncForce enhances operational efficiency and reduces the time spent on repetitive administrative tasks. One of the standout features of SyncForce is its advanced data model, which supports the intricate management of packaging components and regulated label information. This capability is essential in today's market, where sustainability and health considerations are paramount. Manufacturers can ensure that their products meet the necessary compliance standards while also appealing to environmentally conscious consumers. The platform's ability to manage complex data structures effectively makes it a valuable tool for companies looking to innovate and adapt in a rapidly changing landscape. SyncForce not only simplifies data management but also plays a crucial role in talent retention. By reducing the administrative workload associated with data tasks, it allows employees to focus on more strategic initiatives, fostering a more engaged and productive workforce. This, in turn, contributes to enhanced customer experiences and accelerated organic growth, as manufacturers can respond more swiftly to market demands and optimize their sales processes. The platform is trusted by a range of international A-Brand and Private Label manufacturers, including notable names such as Agristo, Brabantia, Tyson and Heristo. As a certified GS1-GDSN solution provider and a Microsoft Gold Partner, SyncForce stands out in its category by offering robust support and integration capabilities, ensuring that users can leverage the full potential of their product data management strategies.

Average Rating: 4.3/5.0

Total Reviews: 14

How Do G2 Users Rate SyncForce Circular PIM?

  • Data Governance: 8.3/10 (Category avg: 9.0/10)
  • Data Masking: 6.1/10 (Category avg: 8.5/10)
  • Hierarchy Management: 7.8/10 (Category avg: 8.7/10)
  • Ease of Use: 8.7/10 (Category avg: 8.4/10)

Who Is the Company Behind SyncForce Circular PIM?

  • Seller: SyncForce
  • Company Website:
  • Year Founded: 1999
  • HQ Location: Eindhoven, Netherlands
  • Twitter: @syncforce
    513 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 73% Medium, 20% Small

What Do G2 Reviewers Say About SyncForce Circular PIM?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of managing diverse digital assets in SyncForce, enhancing productivity and asset organization.
  • Users value the ease of use of SyncForce Circular PIM, facilitating efficient management of digital assets daily.
  • Users appreciate the easy management of digital assets in SyncForce Circular PIM, streamlining workflows efficiently.
  • Users value the complete PIM solution of SyncForce, enjoying its user-friendly interface and continuous improvements.
  • Users value the efficient image management in SyncForce, simplifying access to diverse digital assets.
Cons
  • Users find the limited customization options frustrating, as changes require external assistance and can be time-consuming.
  • Users find the limited flexibility in customization cumbersome, often requiring external assistance for changes.
  • Users experience slow performance due to the time-consuming process of needing SyncForce for configuration changes.
  • Users find the time delays in configuration changes frustrating, as they must rely on SyncForce or partners.

What Are Recent G2 Reviews of SyncForce Circular PIM?

What Are G2 Users Discussing About SyncForce Circular PIM?

SyncManager

SyncManager is a Software-as-a-Service (SaaS) solution designed to manage master data within and between enterprises. SyncManager forms a central repository for storing this master data and provides powerful functionality such as automatically validating data quality against industry standards, sharing data electronically with those who need it and keeping master data synchronized between different systems.

Average Rating: 5.0/5.0

Total Reviews: 5

How Do G2 Users Rate SyncManager?

  • Data Governance: 9.4/10 (Category avg: 9.0/10)
  • Data Masking: 10.0/10 (Category avg: 8.5/10)
  • Hierarchy Management: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 9.3/10 (Category avg: 8.4/10)

Who Is the Company Behind SyncManager?

  • Seller: LANSA
  • Year Founded: 1987
  • HQ Location: Downers Grove, Illinois
  • Twitter: @LANSA
    2,928 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    137 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of SyncManager?

What Are G2 Users Discussing About SyncManager?

Cluedin

CluedIn is the modern Master Data Management platform that accelerates the time it takes to prepare data for insight by up to 80%. Our zero-modeling, schemaless approach means that data stewards no longer need to spend time manually modeling, mapping and integrating their data, allowing the natural data model to emerge and evolve with your business. Not only does this save time and money, it also means that the quality of your data can improve by up to 50% in as little as six weeks. Our system integrates with over 27 Microsoft Azure Data and Analytics Services, including Purview and the Fabric suite. We were also the first MDM vendor to integrate with Azure OpenAI and to launch our own AI Assistant. With CluedIn, integrate data 60% faster, validate and deduplicate data 50% quicker, and raise analytics accuracy by 25%.

Average Rating: 4.1/5.0

Total Reviews: 12

How Do G2 Users Rate Cluedin?

  • Data Governance: 8.3/10 (Category avg: 9.0/10)
  • Data Masking: 8.3/10 (Category avg: 8.5/10)
  • Hierarchy Management: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 7.9/10 (Category avg: 8.4/10)

Who Is the Company Behind Cluedin?

  • Seller: CluedIn
  • Year Founded: 2015
  • HQ Location: Copenhagen, Copenhagen
  • Twitter: @cluedinhq
    2,422 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    34 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 42% Medium, 33% Large

What Do G2 Reviewers Say About Cluedin?

AI-generated summary from verified user reviews

Pros
  • Users find the AI features of Cluedin excellent, especially for non-technical users, enhancing data management efficiency.
  • Users appreciate the excellent customer support provided by Cluedin, enhancing their overall experience with the product.
  • Users appreciate the easy setup of Cluedin, allowing quick data integration without complications.
Cons
  • Users find the learning curve steep due to unfamiliar terminology, despite good documentation available.

What Are Recent G2 Reviews of Cluedin?

EPMware

All-in-One Master Data Management and Data Governance Built for the business user, EPMware's unified solution centralizes, integrates, validates, and governs metadata across applications

Average Rating: 4.9/5.0

Total Reviews: 4

How Do G2 Users Rate EPMware?

  • Data Governance: 10.0/10 (Category avg: 9.0/10)
  • Hierarchy Management: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 8.9/10 (Category avg: 8.4/10)

Who Is the Company Behind EPMware?

  • Seller: EPMware
  • Year Founded: 2013
  • HQ Location: San Jose, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Large, 25% Medium

What Do G2 Reviewers Say About EPMware?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the pre-built integrations of EPMware, which enhance usability and streamline implementation processes.
  • Users commend the top-notch customer support from EPMware, enhancing their overall experience and satisfaction.
  • Users find EPMware's software to be intuitive and easy to use, making implementation and integration a seamless process.
  • Users appreciate the intuitive design and support of EPMware, finding it easy to implement and use effectively.
  • Users find the pre-built integrations of EPMware useful and appreciate the intuitive setup and excellent support.

What Are Recent G2 Reviews of EPMware?

Palantir Gotham

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

Average Rating: 3.9/5.0

Total Reviews: 10

How Do G2 Users Rate Palantir Gotham?

  • Data Governance: 10.0/10 (Category avg: 9.0/10)
  • Data Masking: 10.0/10 (Category avg: 8.5/10)
  • Hierarchy Management: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 7.5/10 (Category avg: 8.4/10)

Who Is the Company Behind Palantir Gotham?

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

Who Uses This Product?

  • Company Size: 45% Medium, 27% Large

What Are Recent G2 Reviews of Palantir Gotham?

What Are G2 Users Discussing About Palantir Gotham?

Tolerro

At Tolerro, we didn't just start in software or IT. We started as Enterprise Asset Management specialists and that's where our experience lies. Whether our clients require Strategic Advice & Analysis, Tactical Advice & Support, Mobility Solutions or Asset Performance & Reporting, we are experts in developing solutions to fit your needs. Across IBM® Maximo®, IBM® TRIRIGA®, Interloc, SAP or other systems, we know the tools inside out, but more importantly we know Enterprise Asset Management inside out.

Average Rating: 4.4/5.0

Total Reviews: 4

Who Is the Company Behind Tolerro?

Who Uses This Product?

  • Company Size: 50% Small, 33% Large

What Are Recent G2 Reviews of Tolerro?

What Are G2 Users Discussing About Tolerro?

Axtria DataMAx

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

Average Rating: 4.3/5.0

Total Reviews: 6

How Do G2 Users Rate Axtria DataMAx?

  • Ease of Use: 9.0/10 (Category avg: 8.4/10)

Who Is the Company Behind Axtria DataMAx?

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

Who Uses This Product?

  • Company Size: 50% Large, 33% Medium

What Are Recent G2 Reviews of Axtria DataMAx?

ClicData

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

Average Rating: 4.5/5.0

Total Reviews: 41

How Do G2 Users Rate ClicData?

  • Ease of Use: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind ClicData?

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

Who Uses This Product?

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

What Are Recent G2 Reviews of ClicData?

What Are G2 Users Discussing About ClicData?

Datafi

Datafi unlocks enterprise data with AI — changing how everyone can find and use the business information they need, regardless of where or how it is stored across the enterprise data ecosystem. Our AI-powered platform connects data from all sources, while our AI-powered Agent transforms plain language questions into requests that find the information needed, while enforcing granular security and data quality controls. We empower everyone, from entry-level to executive-level, with their own personalized AI Agent. Our AI Agent is context aware, intent aware, and user aware, becoming smarter with each use while eliminating unwanted hallucinations. Join Datafi customers, partners and solution providers already powering their business with AI. Learn more at datafi.co

Average Rating: 4.9/5.0

Total Reviews: 4

How Do G2 Users Rate Datafi?

  • Data Governance: 10.0/10 (Category avg: 9.0/10)
  • Data Masking: 10.0/10 (Category avg: 8.5/10)
  • Hierarchy Management: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 9.2/10 (Category avg: 8.4/10)

Who Is the Company Behind Datafi?

  • Seller: Datafi
  • Year Founded: 2020
  • HQ Location: Seattle, US
  • Twitter: @DatafiLabs
    29 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 25% Medium

What Are Recent G2 Reviews of Datafi?

Fireflai

Fireflai® is a B2B SaaS Data platform that leverages proprietary Data Science, Machine Learning and Generative AI to transform product data operations. Fireflai® enables seamless ingestion, management and enrichment of complex catalogues and product master data - accelerating the onboarding, activation and continuous improvement of SKUs for Manufacturers, Distributors and Retailers. Fireflai can: - Ingest PIM/ERP extracts such as product and parts lists, taxonomies and lists of values - Enrich product lists with validated data, documents and images from unstructured supplier files, catalogues, metadata, even the web - Generate content such as descriptions, taglines, features & benefits, SEO tags - Cleanse, match and merge datasets to create a 'golden product dataset' - Classify and transform product data into required taxonomies for simple ERP/PIM import - Translate datasets into multiple languages

Average Rating: 4.5/5.0

Total Reviews: 5

How Do G2 Users Rate Fireflai?

  • Data Governance: 10.0/10 (Category avg: 9.0/10)
  • Data Masking: 4.2/10 (Category avg: 8.5/10)
  • Hierarchy Management: 4.2/10 (Category avg: 8.7/10)
  • Ease of Use: 9.2/10 (Category avg: 8.4/10)

Who Is the Company Behind Fireflai?

  • Seller: Fireflai
  • Year Founded: 2023
  • HQ Location: Manchester , GB
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Large, 20% Medium

What Do G2 Reviewers Say About Fireflai?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Fireflai, appreciating its intuitive design and efficient data processing capabilities.
  • Users appreciate the time-saving features of Fireflai, enabling quick data processing and efficient attribute collection.
  • Users commend Fireflai for its speedy performance in efficiently processing large data volumes and implementing changes rapidly.
  • Users commend the implementation ease of Fireflai, appreciating its quick setup and efficient handling of product attributes.
  • Users value the seamless automation capabilities of Fireflai, enabling quick delivery without integration issues.
Cons
  • Users report experiencing hallucination issues with Fireflai, necessitating double-checking results, particularly for images.
  • Users report inaccuracy issues, often needing to double-check results, particularly with image outputs from Fireflai.
  • Users experience inaccuracy issues with Fireflai, requiring double-checking of results, particularly for images.
  • Users note the occasional hallucinations in results, requiring them to double-check especially with image outputs.

What Are Recent G2 Reviews of Fireflai?

Peliqan

Peliqan.io is an all-in-one AI-first data integration and automation platform designed for business teams, scale-ups and consultants. Unlike traditional data tools that demand heavy engineering effort, Peliqan enables both business users and technical teams to connect, manage, and activate their data in one collaborative environment - without requiring a dedicated data engineer. With 300+ built-in connectors, Peliqan connects to databases, SaaS business applications (ERP, CRM, Accounting, HRM/ATS etc.), cloud storage, files and APIs as well as on-prem data sources. New connectors are available on demand within 5 business days. Peliqan offers one-click ELT pipelines to the built-in data warehouse, or you can bring your own data warehouse. Peliqan supports all major data warehouses. Thanks to Peliqan’s Excel add-in, business users and consultants can work with real-time data in Excel. Analysts and power users can use Peliqan’s advanced SQL editor with the support of an AI assistant to transform data and prepare business-ready data sets, which can be used in any BI tool such as Microsoft Power BI, Metabase, Tableau, Qlik, Looker etc. Users can also set up Reverse ETL flows. Developers can go even further with Peliqan’s low-code environment, with a built-in virtual AI Data Engineer, where they can: - Build & Publish interactive data apps - Automate writebacks into source systems - Publish API endpoints for data sharing - Implement custom pipelines - Build out internal AI Agents By empowering business users, analysts, consultants and developers, Peliqan dramatically reduces reliance on IT support and speeds up decision-making. Peliqan is not just an ELT data pipeline tool, it’s a complete solution for data orchestration, automation, and activation. Peliqan also acts as the data foundation for Agentic AI, ensuring that AI agents work with trusted, up-to-date 360° views of customers, products, orders, and more - at the speed of a cloud data warehouse. Peliqan’s data warehouse provides an AI-ready data layer out-of-the-box including: - Automatic vectorizing of structured and non-structured data for RAG (Retrieval-Augmented Generation) - Text-to-SQL - MCP Gateway In today’s landscape, a data warehouse is no longer just for BI - it’s the foundation for both BI and AI. With Peliqan.io, organizations can integrate, analyze, and activate their data seamlessly, empowering both humans and AI agents to make smarter, faster decisions.

Average Rating: 4.8/5.0

Total Reviews: 86

How Do G2 Users Rate Peliqan?

  • Data Governance: 7.5/10 (Category avg: 9.0/10)
  • Data Masking: 7.5/10 (Category avg: 8.5/10)
  • Hierarchy Management: 7.5/10 (Category avg: 8.7/10)
  • Ease of Use: 9.4/10 (Category avg: 8.4/10)

Who Is the Company Behind Peliqan?

  • Seller: Peliqan
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Gent
  • Twitter: @Peliqan_io
    9 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    32 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 48% Small, 41% Medium

What Do G2 Reviewers Say About Peliqan?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Peliqan, enjoying seamless integration and effortless data management processes.
  • Users value the effortless integrations of Peliqan, enhancing data accessibility and automation in their workflows.
  • Users value the easy integrations of Peliqan, which streamline workflows and enhance operational efficiency across various platforms.
  • Users value the extensive pre-built connectors of Peliqan, enabling efficient data integration and faster client onboarding.
  • Users value the real-time data access and smooth integration capabilities of Peliqan for effective data management.
Cons
  • Users find the learning difficulty of Peliqan challenging, requiring technical expertise for setup and usage.
  • Users find Peliqan requires significant technical skills for setup and data transformation, limiting accessibility for non-tech users.
  • Users highlight feature limitations of Peliqan, requiring external tools for complete BI functionality and custom report creation.
  • Users find that Peliqan's steep learning curve requires expertise for optimal use and initial setup can be time-consuming.
  • Users find a steep learning curve for non-tech individuals due to required Python, SQL, and machine learning knowledge.

What Are Recent G2 Reviews of Peliqan?

Surefront

Surefront is a cloud-based Product Lifecycle Management (PLM), Product Information Management (PIM), and Wholesale Customer Relationship Management (CRM) 3-in-1 platform that streamlines the product development and merchandising process for retailers and suppliers. Surefront replaces antiquated tools like emails and spreadsheets. It frees up product development and merchandising teams so they can do what they do best.

Average Rating: 4.7/5.0

Total Reviews: 13

How Do G2 Users Rate Surefront?

  • Data Governance: 8.9/10 (Category avg: 9.0/10)
  • Data Masking: 8.9/10 (Category avg: 8.5/10)
  • Hierarchy Management: 8.9/10 (Category avg: 8.7/10)
  • Ease of Use: 8.7/10 (Category avg: 8.4/10)

Who Is the Company Behind Surefront?

  • Seller: Surefront
  • Year Founded: 2018
  • HQ Location: San Marino, US
  • Twitter: @surefront
    362 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Apparel & Fashion
  • Company Size: 62% Medium, 31% Small

What Do G2 Reviewers Say About Surefront?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the collaboration features of Surefront, enhancing communication and organization within product development teams.
  • Users praise the ease of use of Surefront, highlighting its intuitive UI and efficient information management capabilities.
  • Users value the streamlined product development process offered by Surefront, enhancing collaboration and organization across teams.
  • Users value the organization and streamlined communication Surefront provides, enhancing efficiency in product development workflows.
  • Users appreciate the ease of data management and seamless collaboration offered by Surefront's streamlined platform.
Cons
  • Users experience slow performance at times, especially during peak usage with numerous users and vendors.
  • Users experience lagging performance with Surefront, particularly during high-traffic periods and search operations.
  • Users are frustrated by the lack of a search functionality, making product navigation slow and cumbersome.
  • Users struggle with the inefficient search functionality, finding it challenging to quickly locate products and navigate the system.
  • Users experience performance issues with Surefront, noting that the system can be slow at times.

What Are Recent G2 Reviews of Surefront?

Syncari

Syncari is an AI-ready, Agentic MDM platform that unifies, governs, and activates trusted data across all your systems, domains, and cloud infrastructure. Built for enterprises navigating the complexity of multi-agent environments and AI-driven operations, Syncari automates core data management workflows—from data modeling and lineage to validation and remediation—without needing heavy IT resources. At the heart of Syncari is its patented multi-directional sync, delivering real-time, bi-directional data consistency across CRMs, ERPs, cloud platforms, and data warehouses—without custom code or middleware. Syncari ensures continuously clean, synchronized, and governed data flows throughout your enterprise and is always ready for analytics, AI models, and operational use. Whether you're powering AI copilots, managing complex entity relationships, or standardizing data pipelines, Syncari helps you move beyond just managing data—to activating it. Why Syncari? -Syncari Agentic MDM™: Designed for orchestrating trusted data across AI agents and teams -Patented Multi-Directional Sync: Real-time updates across all connected platforms -Agentic Ops: Schema sync, field mapping, DQ enforcement, and remediation -Entity Resolution: Consolidate and deduplicate records across domains -Composable + Cloud-First: Built to plug into your existing SaaS and data stack -Low-Code / No-Code: Accessible to IT, data teams, RevOps, and business users alike Core Capabilities Unify, Sync, Automate, Activate, Model, Catalog, Lineage, Transform, Standardize, Verify, Remediate, Observe, Report, Consume Top Use Cases - Customer Master: Build a unified customer profile across GTM systems - Product Master: Align and enrich product data across eCommerce and ERP - Hierarchy Master: Govern legal entities, accounts, and territories - Analytics MDM: Push AI-ready data into BI tools and ML workflows - Data Products: Operationalize governed datasets for internal and external use - Data Quality: Automatically identify, validate, standardize, and remediate data issues across systems - MDM for Snowflake: Sync and manage master data directly inside Snowflake - MDM for GCP: Connect, unify, and activate trusted data in BigQuery and GCP tools - MDM for Your Data Warehouse: Maintain clean, governed, query-ready data across your cloud warehouse infrastructure -MCP Server for your unified data

Average Rating: 4.8/5.0

Total Reviews: 41

How Do G2 Users Rate Syncari?

  • Ease of Use: 7.9/10 (Category avg: 8.4/10)

Who Is the Company Behind Syncari?

  • Seller: Syncari
  • Year Founded: 2019
  • HQ Location: Newark, California
  • Twitter: @syncari
    236 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 51% Medium, 44% Small

What Are Recent G2 Reviews of Syncari?

What Are G2 Users Discussing About Syncari?

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated October 3, 2024