Best Data Mapping Software with a Free Trial of 2026

A powerful iPaaS platform for integration and business process automation. Linx is a powerful integration platform (iPaaS) that enables organizations to connect all their data sources, systems, and applications. The platform is known for its programming-like flexibility and the resulting ability to handle complex integrations at scale. It is a popular choice for growing businesses looking to embrace a unified integration strategy.

Faddom provides real-time application dependency mapping without requiring credentials, agents, or system access. It delivers full visibility into hybrid IT environments, showing how servers, applications, and network flows interact. With zero disruption, Faddom helps IT teams plan migrations, document infrastructure, improve incident response, and strengthen cybersecurity. Maps are created within an hour and continuously updated, giving teams confidence and control. Whether for audits, change planning, or modernization efforts, Faddom offers fast, secure insights that reduce risk and improve decision-making.

In a developer-friendly visual editor, you can design, debug, run, and troubleshoot data jobflows and data transformations. You can orchestrate data tasks that require a specific sequence and organize multiple systems using the transparency of visual workflows. Easy deployment of data workloads into an enterprise runtime environment. Cloud or on-premise. Data can be made available to applications, people, and storage through a single platform. You can manage all your data workloads and related processes from one platform. No task is too difficult. CloverDX was built on years of experience in large enterprise projects. Open architecture that is user-friendly and flexible allows you to package and hide complexity for developers. You can manage the entire lifecycle for a data pipeline, from design, deployment, evolution, and testing. Our in-house customer success teams will help you get things done quickly.

Pentaho+ is an integrated suite of products that provides data integration, analytics and cataloging. It also optimizes and improves quality. This allows for seamless data management and drives innovation and informed decisions. Pentaho+ helped customers achieve 3x more improved data trust and 7x more impactful business results, as well as a 70% increase productivity.

Consolidated Platform— Pimcore provides a single, consolidated platform to manage all business information, reducing data silos and improving data reliability, by compounding PIM, MDM, CMS, DAM and eCommerce. Multidomain and Multivector— Pimcore delivers powerful control over a wide range of data assets, including product, customer and vendor information, across different organizations and industries. Content and Commerce— Pimcore is the only open-source experience management platform that seamlessly integrates content and commerce, without the need for third-party services. Multilingual— Pimcore provides multi-language support for CMS, eCommerce and PIM, to ensure a truly universal customer experience. B2B and B2C capability— Pimcore creates best-in-class eCommerce ecosystems to build outstanding B2B and B2C eCommerce omnichannel experiences. Agile and flexible architecture— Pimcore is a flexible and scalable platform, which can support fluctuating business needs and adjust to future demands. Universal connectivity— Data from any source can be integrated, accessed and consumed by Pimcore applications, business processes and users.

Built for energy and commodity trading firms, BroadPeak Partners (BroadPeak) delivers clean, structured trade data in real time and automates workflows that support trading, risk, and compliance teams. You get fast, reliable connectivity across exchanges and brokers, without complex IT development, so you can move faster and take control of your data. With certified connectivity to more than 100 global exchanges and brokers through standard protocols including API, FIX, XML, CSV, Kafka, and Message Queue, BroadPeak delivers clean, structured trade data in real time. Data integration serves as the foundation for BroadPeak's suite of solutions, which includes Trade Capture, Trade Reconciliation, Trade Allocation, Position Limits, Regulatory Reporting, and Trade Surveillance.

Boomi's iPaaS platform empowers businesses to integrate, automate, and manage their data and workflows across multiple applications and systems. By leveraging AI agents, Boomi automates complex processes, improving speed and reducing errors. With a user-friendly interface and a library of pre-built connectors, the platform simplifies the integration of applications such as Salesforce, SAP, and AWS. Boomi helps organizations unlock their full potential by enabling rapid digital transformation, secure data management, and optimized business operations. Boomi Agentstudio is the solution for managing AI agents at scale, offering businesses a centralized platform to design, monitor, and deploy agents effectively. It includes powerful tools such as Agent Garden for lifecycle management, Agent Control Tower for visibility and governance, and AI-powered workflows that integrate seamlessly with other business systems. By providing easy-to-use tools for AI agent orchestration, Boomi allows organizations to achieve efficient, compliant automation while reducing operational complexities, all within a secure environment.

Astera Centerprise offers an all-encompassing on-premise data integration platform that simplifies the processes of extracting, transforming, profiling, cleansing, and integrating data from various sources within a user-friendly drag-and-drop interface. Tailored for the complex data integration requirements of large enterprises, it is employed by numerous Fortune 500 firms, including notable names like Wells Fargo, Xerox, and HP. By leveraging features such as process orchestration, automated workflows, job scheduling, and immediate data preview, businesses can efficiently obtain precise and unified data to support their daily decision-making at a pace that meets the demands of the modern business landscape. Additionally, it empowers organizations to streamline their data operations without the need for extensive coding expertise, making it accessible to a broader range of users.

Manta is a unified data lineage platform that serves as the central hub of all enterprise data flows. Manta can construct lineage from report definitions, custom SQL code, and ETL workflows. Lineage is analyzed based on actual code, and both direct and indirect flows can be visualized on the map. Data paths between files, report fields, database tables, and individual columns are displayed to users in an intuitive user interface, enabling teams to understand data flows in context.

The Data Mapping module offered by Privacy Tools enables the comprehensive management of personal data, including its lifecycle, legal bases, purposes, international transfers, and Data Protection Impact Assessments (DPIA). We hold the view that achieving adequacy involves not only the implementation of tools and processes but also the active participation of individuals throughout the organization. This concept extends beyond just the Data Protection Officer (DPO) to encompass the entire company, as fostering a culture of responsible data processing is essential. With this in mind, we have established a specialized team focused on the development of educational resources. These resources not only enrich the knowledge of our customers and partners but also take various formats that are accessible to the public, thereby enhancing overall awareness of data protection and privacy regulations. Ultimately, our goal is to empower everyone with the knowledge necessary to navigate the complexities of data privacy effectively.

Liquid Studio offers advanced tools for XML/JSON development, Web Service Testing, Data Mapping and Data Transformation tools. The Development Environment includes a complete set tools to design XML and JSON data schemas and structures. These tools allow for editing, validating, and advanced transformation capabilities. The intuitive interface and extensive features will make it easy for novices and experts to save time and money while delivering successful projects. An intuitive user interface allows you to visualize and edit an abstracted view for your XML schema (XSD). It also validates your XSD against W3C standards. An intuitive user interface allows you to visualize and edit an abstracted view for your JSON schema. You can also validate your JSON Schema against IETF standards.

Liquid Data Mapper is an adaptable tool designed for data transformation and mapping that allows users to create diverse mapping combinations, including integration from different data sources. It features a visual interface that illustrates the mapping process across various data sources and destinations. Users can execute transformations directly within Liquid Studio or generate code for incorporation into their applications. The debugger allows for step-by-step examination with features like breakpoints, stack traces, and variable watch windows for enhanced troubleshooting. Additionally, Liquid Studio Data Mapper boasts an easy-to-use graphical interface for crafting data transformations, enabling users to connect multiple data inputs to various outputs while implementing conditional logic, filtering, string manipulation, statistical functions, among other capabilities. This versatility makes it a valuable asset for managing complex data workflows efficiently.

Create tailored cookie banners, track user consent, educate visitors about their privacy rights, and handle data deletion requests effortlessly with an intuitive, low-code platform. Cost-effective compliance solutions are available, catering even to enterprises managing multiple domains with complex requirements. Experience a rapid response time of under one hour for all support inquiries, backed by privacy engineers ready to tackle technical issues. Enzuzo ensures that your essential legal policies are updated automatically to align with new regulations, alleviating compliance burdens. The platform simplifies your most demanding privacy needs, helping to mitigate regulatory risks and avoid potential fines, while allowing your team to focus on revenue-generating activities. Equipped with integrated dashboards for assessing risks, managing data access requests, and overseeing consent, Enzuzo also provides a dedicated team of privacy engineers and compliance specialists as your trusted partners in privacy. Enhance your data governance strategies with effective data mapping and streamlined workflows, ensuring comprehensive oversight of your privacy operations. This approach not only strengthens compliance but also fosters greater trust with your customers.

Alooma provides data teams with the ability to monitor and manage their data effectively. It consolidates information from disparate data silos into BigQuery instantly, allowing for real-time data integration. Users can set up data flows in just a few minutes, or opt to customize, enhance, and transform their data on-the-fly prior to it reaching the data warehouse. With Alooma, no event is ever lost thanks to its integrated safety features that facilitate straightforward error management without interrupting the pipeline. Whether dealing with a few data sources or a multitude, Alooma's flexible architecture adapts to meet your requirements seamlessly. This capability ensures that organizations can efficiently handle their data demands regardless of scale or complexity.

Altova MapForce is a highly acclaimed graphical data mapping software designed for seamless any-to-any data conversion and integration. Its robust suite of data mapping tools enables instant data transformation and offers various automation options for repetitive tasks. With unmatched power and adaptability, Altova MapForce excels in advanced data mapping, conversion, and transformation processes. This platform is available at a much lower price point compared to traditional data management solutions and avoids the limitations associated with outdated design features found in legacy systems. The user-friendly MapForce interface enhances data integration by providing a visual workspace filled with numerous options for managing, visualizing, manipulating, and executing both simple and complex mapping tasks. In the design pane, users can effortlessly define mapping elements, incorporate functions and filters for effective data manipulation, and utilize drag-and-drop connectors to facilitate transformations between various source and target formats, making it a versatile tool for data professionals. This flexibility allows users to tackle diverse data integration challenges with ease and efficiency.

Securiti is the pioneer of the Data Command Center, a centralized platform that enables the safe use of data and GenAI. It provides unified data intelligence, controls and orchestration across hybrid multicloud environments. Large global enterprises rely on Securiti's Data Command Center for data security, privacy, governance, and compliance. Securiti has been recognized as Gartner "Cool Vendor in Data Security", Forrester "Privacy Management Wave Leader", and RSA "Most Innovative Startup".

Make your website look professional by creating a banner. This will ensure that your website's use and tracking technologies are compliant with the GDPR and other global privacy laws. One line of code blocks cookies and other tracking technologies until users consent. Avoid ugly banners that don't match your website's style. Use custom fonts and colors just like your website builder. You can create a preference center so that your users can give their consent to each purpose, such as Marketing and Analytics. Display the appropriate cookie banner to users based on their country. Keep searchable records of consent. It can be used as proof of consent in the event of a dispute. Our dashboard gives you a monthly compliance report. You can track new pages, cookies, and fix problems. Modern privacy laws such as the GDPR and CCPA include cookies and IP in their definitions of Personal Data. This means that you must inform users about the use of cookies and the purposes for which they are being used (Analytics, Marketing, etc).

Oracle Self-Service Integration streamlines tasks among various cloud applications, enhancing both productivity and collaboration by allowing users to automate manual processes independently of IT support. This solution enables users to connect Oracle applications with other widely-used cloud services, as well as facilitate integrations among their preferred cloud tools. The SSI dashboard serves as a central hub, providing access to all product features and allowing users to view their recipes, which include active, inactive, and incomplete tasks in the My Recipes section. Users can select any recipe to enter the Recipe Editor for further customization and management. Additionally, the Cloud Apps collection allows users to browse and discover their preferred applications, and they can refine their search by specifying one or more cloud services to find exactly what they need. This comprehensive integration platform ultimately empowers organizations to optimize their workflows and collaborate more effectively.

PST files serve as personal email archives for many users, often resulting in their widespread distribution across various devices and network storage, which complicates their discovery and management. With advancements in Microsoft Exchange and Office 365, users are now less reliant on local PST file storage. Nevertheless, the legacy PST files still house vital information that requires proper management to regain control. Barracuda PST Enterprise has been specifically developed to tackle this issue effectively. Organizations may find themselves with vast amounts of data trapped within PST files on user devices and network servers, leading to concerns about reliability due to frequent corruption and loss of these files. The financial implications related to the storage, security, and management of these sizeable files are considerable, impacting both system resources and IT administrative tasks. As such, addressing these challenges is critical for ensuring efficient data management and reducing operational costs.

Delivers comprehensive solutions for GDPR, CCPA, LGPD, and other privacy regulations, facilitating effective management of privacy-related tasks while ensuring compliance with legal standards. Streamlines your privacy management initiatives, minimizing the need for manual involvement to achieve compliance. Incorporates smart analytics to evaluate and identify risks, along with recommendations for effective mitigation strategies. The advanced dashboard and reporting features enhance visibility, supporting informed decision-making processes. With ready-to-use PIA/DPIA question templates, automated workflows, and notification setups, you can conduct regular assessments while effectively collaborating with business units and IT. Surveys driven by workflows are designed to pinpoint systems and sources of personal data, aiding in the generation of "Record of Processing Activities (RoPA)." It also includes predefined steps to maintain an efficient data inventory. Furthermore, the approach automates the fulfillment of Data Subject Access Requests (DSAR), supported by integrated workflows and robust data discovery capabilities, making privacy management smoother and more effective than ever. This comprehensive solution not only simplifies regulatory compliance but also empowers organizations to proactively manage their privacy obligations.

Ohalo's Data X-Ray platform automates data governance tasks like discovering, mapping, and redacting files containing sensitive, and personal information. Our customers rely on it for file activity monitoring, security enhancement, and privacy compliance. Data X-Ray connects seamlessly to all data sources, on-premises or in the cloud, enabling a comprehensive understanding of files across all storage locations. Moreover, Ohalo possesses the flexibility to develop custom connectors for individual data sources, whether they are bespoke or legacy, upon request. End-To-End Document Management Software. Data X-Ray uses machine learning and natural language processing to uncover unknown or forgotten data, ensuring compliance with privacy and security regulations. It helps eliminate unnecessary records, reducing storage costs. Get Data X-Ray: One Platform, Universal Insight.

Legal and engineering departments are leveraging Opsware to integrate privacy processes throughout their organizations, making it easier to adhere to contemporary privacy regulations. There's no need for coding, allowing you to remove the cumbersome tasks associated with creating data maps and overseeing vendors. Our efficient data discovery and classification solutions help you swiftly identify data sources. Rely on our automation technology to handle customer data requests and consent modifications seamlessly across all data systems and vendors. Unify your teams with a single tool and workflow to monitor personal data movement within your organization, thus operationalizing compliance and enhancing risk visibility. We simplify the creation of processing records, enabling you to complete this task with just one click. Your organization's data remains under your control at all times. Deploy our virtual appliance on-premises to guarantee that personal data stays within your secure environment. In today's world, every business prioritizes data, and personal data collection is part of that equation. With Opsware, you can streamline your operations and enhance your privacy practices more effectively than ever before.

Solid is a data intelligence platform enhanced by AI, aimed at ensuring enterprise data is both dependable and accessible for applications in AI, analytics, and interactive data queries. It automatically identifies, documents, and constructs business-relevant semantic models utilizing a company's existing data, queries, and tools, thereby establishing a reliable foundation that AI systems can depend upon. By assessing the actual usage of data within the organization, it produces validated tables, metrics, relationships, and SQL logic that correspond with genuine business definitions. With offerings like Solid Build and Solid Analyze, teams can streamline semantic modeling, convert natural language inquiries into production-ready SQL, and ensure models are continually refreshed in response to data changes. The platform prioritizes transparency and human involvement, permitting data teams to review, adjust, and confirm AI-generated models instead of merely depending on unclear automation. This approach fosters a collaborative environment where data professionals can enhance the quality and accuracy of the models they work with.

Crossary empowers teams involved in integration and migration by transforming specification documents from both source and target into meticulously reviewed, actionable data-mapping workbooks. By simply uploading specifications in various formats, including Excel, PDF, CSV, JSON, XML, XSD, SQL, or YAML, Crossary efficiently extracts an inventory of fields from each document and generates a proposed mapping for every target field based on the source. Each row in the proposed mapping details its rationale, including the suggested source, the type of mapping, direct quotations from your documents, the underlying reasoning and assumptions, as well as the AI's self-assessed confidence level—serving as a helpful indicator rather than a definitive guarantee. In instances where no suitable mapping is identified, Crossary opts for transparency by marking that row as an honest gap accompanied by a clarifying question, emphasizing that incorrect mappings can be more detrimental than simply acknowledging a lack of fit. You retain full control throughout the process, with the ability to review, modify, accept, or reject each proposed row, followed by a validation step that performs a deterministic check on structural aspects and key semantics, such as type compatibility and cardinality, while noting that this is not a comprehensive correctness verification. This approach ensures that your integration process is both informed and precise, allowing for a seamless transition from source to target.

Embrace flexibility with a top-tier, scalable enterprise data integration platform that boasts high performance. It supports every phase of the data integration lifecycle, from initiating the initial project to ensuring the success of critical enterprise deployments. PowerCenter, a platform driven by metadata, expedites data integration initiatives, enabling businesses to access data much faster than through traditional manual coding. Developers and analysts can work together to quickly prototype, revise, analyze, validate, and launch projects within days rather than taking months. Serving as the cornerstone for your data integration efforts, PowerCenter allows for the use of machine learning to effectively oversee and manage your deployments across various domains and locations, enhancing operational efficiency and adaptability. This level of integration ensures that organizations can respond swiftly to changing data needs and market demands.