Best Data Mapping Software - Page 3

How Many Data Mapping Software Products Does G2 Track?

Total Products under this Category: 52

Category Stats (Sep 2026)

  • Average Rating: 4.46/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Pimcore (+0.29%) - Among all products in this category, Pimcore recorded the largest rating increase compared to last month

Last updated: September 07, 2026

How Does G2 Rank Data Mapping Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,200+ Authentic Reviews
  • 52+ 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

Highlighted products: Boomi, Skyvia, Lobster Data Platform, Informatica Data Integration and Engineering, Patchworks, CloverDX, OWOX, and Adeptia.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-mapping/grids.json?focus%5B%5D=boomi&focus%5B%5D=skyvia&focus%5B%5D=lobster-data-platform&focus%5B%5D=informatica-data-integration-and-engineering&focus%5B%5D=patchworks&focus%5B%5D=cloverdx&focus%5B%5D=owox&focus%5B%5D=adeptia)

AtlasMap Operator

The AtlasMap Operator is a Kubernetes operator designed to manage the deployment and lifecycle of AtlasMap instances within Kubernetes or OpenShift clusters. By leveraging the Operator SDK, it automates tasks such as creating, updating, and deleting AtlasMap deployments, routes, and services, thereby simplifying the management of data mapping solutions in cloud-native environments. Key Features and Functionality: - Automated Deployment: Facilitates the creation of AtlasMap deployments, routes, and service objects, streamlining the setup process. - Dynamic Scaling: Allows for the adjustment of replica counts to meet varying workload demands. - Version Management: Supports the specification and updating of AtlasMap versions, ensuring deployments remain current. - Resource Allocation: Enables the configuration of CPU and memory requests and limits, optimizing resource utilization. - Seamless Integration: Integrates with OpenShift's OperatorHub for straightforward installation and management. Primary Value and Problem Solved: The AtlasMap Operator addresses the complexity associated with deploying and managing AtlasMap instances in Kubernetes and OpenShift environments. By automating routine tasks and providing a declarative approach to resource management, it reduces manual intervention, minimizes configuration errors, and enhances operational efficiency. This empowers organizations to focus on developing and integrating data mapping solutions without the overhead of managing the underlying infrastructure.

Who Is the Company Behind AtlasMap Operator?

BridgeHead

BridgeHead’s Healthcare Data Management (HDM) Solution helps hospitals overcome the challenges they face regarding data and storage management – particularly around the information explosion and the impact this data growth is having on healthcare IT departments in terms of their operations, efficiency, effectiveness and cost.

Average Rating: 3.0/5.0

Total Reviews: 1

How Do G2 Users Rate BridgeHead?

  • Ease of Use: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind BridgeHead?

  • Seller: BridgeHead Software
  • Year Founded: 1994
  • HQ Location: Leatherhead, GB
  • Twitter: @BridgeHeadHDM
    5,056 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    76 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

Crossary

Crossary helps integration and migration teams turn source and target specification documents into reviewed, implementation-ready data-mapping workbooks. Upload both sides' specs — Excel, PDF, CSV, JSON, XML, XSD, SQL, or YAML — and Crossary extracts a field inventory from each, then proposes a source-to-target mapping for every target field. Every proposed row shows its work: the proposed source, the mapping type, the verbatim quote from your documents it is based on, the reasoning and assumptions behind it, and the AI's self-rated confidence a triage cue, not a guarantee. When nothing fits, Crossary abstains instead of guessing: the row becomes an honest gap with a clarifying question, because a wrong mapping is worse than an honest gap. You stay in control. Review, edit, accept, or reject each row, then run validation — a deterministic check of structure and key semantics (type compatibility, source-field references, cardinality); it is not a full correctness sign-off. Export is a signed .xlsx workbook, not a locked app view: hand it to a developer or a client, edit it in Excel, Google Sheets, or Numbers, then re-import it. Crossary applies what matched, skips rows that moved underneath you, and turns every reviewer note into a tracked question — it never silently overwrites a decision. Approved mappings feed Mapping Memory, a private, workspace-scoped library that gap-fills future runs suggestions only, never auto-applied, and it never trains a shared model. Crossary maps the spec, not the data, so in most cases there is no need to upload production records or PII. Built for integration and interface engineers, implementation consultants, data and migration engineers, and EDI analysts. Start free: 3 integration credits, no card.

Who Is the Company Behind Crossary?

Cryptix API Platform

Datasec Solutions Pty Ltd is a Melbourne, Australia cyber security company. Datasec develops, quantum resistant end-point solutions like Cryptix and Cypher Key with the view to solving critical security and compliance issues when organisations transmit private or business sensitive information to both trusted and untrusted parties.

Who Is the Company Behind Cryptix API Platform?

DataBridger

Taurus Software is in the business of solving data problems that matter to you

Who Is the Company Behind DataBridger?

DataFlowMapper

DataFlowMapper is a tool for transforming file-based data (like CSV, Excel, and JSON) into a required format. It's designed for implementation, data migration, and customer success teams who need to repeatedly clean, map, and apply custom business logic to customer data without writing complex code. To accelerate the process, you can use AI to automatically suggest field mappings and generate complex logic from a plain-English description. Use our visual, spreadsheet-style interface to map fields, build validation rules, and create complex transformations with a no-code logic builder. For advanced users, the tool generates clean Python that you can edit directly. DataFlowMapper gives you the power of a coding solution with the speed and accessibility of a visual tool.

Who Is the Company Behind DataFlowMapper?

Enterprise Test Data

Curiosity redefines enterprise test data management. We empower enterprises to thrive when delivering superior software, overcoming the test data challenges holding them back – complexity, legacy, and scale. Building on decades of experience in unblocking enterprise data delivery, our pioneering approach transforms how enterprises manage data. We focus on key productivity blockers: test data discovery, delivery, compliance, and quality. Our Enterprise Test Data® platform empowers your teams by simplifying your complex application landscape, and providing you with confidence and clarity at every step of your data journey.

Who Is the Company Behind Enterprise Test Data?

eQube®-DaaS Platform

eQube®-DaaS is a Low/No-Code Data Integration & Analytics Platform that establishes a Data Fabric connecting various sources in an organization. It enhances visibility and enables insights through two suites: Integration and Analytics. Users can handle diverse data types, formats, speeds, systems, application or device without requiring coding, ensuring secure collaboration across networks. Deployable on-premises, in multi-cloud, or hybrid setups, eQube®-DaaS consists of six components: eQube®-MI (Migration & Integration), eQube®-TM (Transformation Modeler), eQube®-AG (API Gateway), eQube®-BI (Business Intelligence), eQube®-ADA (Augmented Data Analytics), and eQube®-DP (Data Profiler), for versatile data management solutions. These components can be used individually or in combination to create a comprehensive data management solution.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate eQube®-DaaS Platform?

  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind eQube®-DaaS Platform?

  • Seller: eQ Technologic
  • Year Founded: 2000
  • HQ Location: Costa Mesa, US
  • Twitter: @1eQTechnologic
    58 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    916 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About eQube®-DaaS Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the low-code/no-code automation of eQube®-DaaS, enabling easy application deployment for all skill levels.
  • Users value the user-friendly interface of eQube®-DaaS Platform, enabling effortless integration and application deployment for everyone.
  • Users appreciate the easy integrations of eQube®-DaaS, enabling seamless creation and deployment of applications.
  • Users value the easy setup of eQube®-DaaS, enabling seamless integration and application deployment for all skill levels.
  • Users appreciate the user-friendly low-code environment of eQube®-DaaS, enabling easy app integrations for all skill levels.
Cons
  • Users find the eQube®-DaaS Platform to be relatively expensive, potentially limiting access for some organizations.

What Are Recent G2 Reviews of eQube®-DaaS Platform?

Etlworks Integrator

The Etlworks Integrator is a modern, cloud-first, any-to-any data integration platform that scales with the business. It can connect to business applications, databases, structured, semi-structured, and unstructured data of any type, shape, and size. You can create, test, and schedule very complex data integration and automation scenarios and data integration APIs in no time, right in the browser, using an intuitive drag-and-drop interface, scripting languages, and SQL. The Etlworks Integrator supports real-time change data capture (CDC) from all major databases, EDI transformations, and many other fundamental data integration tasks. Most importantly, it really works as advertised.

Who Is the Company Behind Etlworks Integrator?

  • Seller: Etlworks
  • Year Founded: 2016
  • HQ Location: Pittsburgh, US
  • Twitter: @etlworks
    480 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Experian Data Migration (UK)

Experian's Data Migration services in the UK offer comprehensive solutions designed to ensure seamless, secure, and efficient data transfers for businesses undergoing system upgrades, consolidations, or digital transformations. By leveraging advanced tools and methodologies, Experian helps organizations minimize risks, reduce downtime, and maintain data integrity throughout the migration process. Key Features and Functionality: - Data Discovery: Utilizing Aperture Data Studio, Experian conducts thorough assessments of existing data environments to identify and resolve potential issues before they impact migration timelines. - Team Coordination: Collaborates closely with client teams to establish clear roles and responsibilities, ensuring transparency and accountability throughout the migration project. - Data Mapping and Transformation: Ingests target templates and reference data into an audited repository, ensuring source data aligns with the new system's design and business processes. - Data Quality Management: Employs comprehensive data cleansing and preparation techniques to enhance data quality, reducing disruptions and supporting long-term success. - Process Optimization: Aligns data with existing systems and workflows to improve overall business performance and operational efficiency. Primary Value and Solutions Provided: Experian's Data Migration services address the complexities and challenges associated with transferring large volumes of data between systems. By offering expert support and utilizing proven, tested processes, Experian ensures that businesses can: - Reduce Risk: Identify and mitigate potential data issues early in the migration process, preventing costly delays and errors. - Achieve Precision: Deliver migrations with repeatable accuracy, ensuring data is transferred correctly and consistently. - Enhance Business Operations: Shape and align data to fit new systems, improving how businesses run and enabling better decision-making. - Rely on Expertise: Benefit from the support of a trusted team with experience across various sectors, providing guidance from project initiation to completion. By partnering with Experian for data migration, organizations can confidently transition to new systems, knowing their data is handled with the utmost care and expertise, ultimately leading to improved operational efficiency and business outcomes.

Who Is the Company Behind Experian Data Migration (UK)?

  • Seller: Experian
  • Year Founded: 1826
  • HQ Location: Dublin, Ireland
  • Twitter: @Experian_US
    38,771 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26,648 employees on LinkedIn®
  • Ownership: LSE: EXPNL

InfoUtil

High Performance Utilities for Db2 for z/OS InfoUtil is a suite of tools for Db2 on z/OS, the fastest on the market. Easy to use, InfoUtil is 100 % compatible with the syntax of standard IBM utilities and thus preserves initial investments. InfoUtil reduces processing times by a factor of up to 10 with respect to standard products, and offers an additional set of functionalities for greater operating flexibility. Your Needs... • Increasing numbers of critical applications require 24/7 availability of company data. • Loading, reloading, transferring and integrating increasing volumes of data is necessary and involves significant cost. • Developing very different applications (ERP, CRM etc.) requires converting data between heterogeneous environments. • Data additions, deletions and upgrades lead to quick disorganisation of tablespaces and Db2 indexspaces. • Significantly reducing processing time is becoming a major challenge.

Who Is the Company Behind InfoUtil?

  • Seller: Infotel
  • Year Founded: 1986
  • HQ Location: Blagnac, FR
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

InitusMigrate

InitusMigrate is a comprehensive data migration solution that ensures your data is moved efficiently, accurately, and securely, all with minimal business disruption. Our service combines automated data mapping and validation with strategic planning to ensure a flawless migration process from start to finish. Data migration projects are often complex and high-risk, leading to errors, delays, and data loss. InitusMigrate solves these challenges by providing a robust, guided process that ensures data integrity and a flawless transition.

Who Is the Company Behind InitusMigrate?

  • Seller: Initus
  • Year Founded: 2005
  • HQ Location: Dallas, US
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®
Shalaka Joshi
SJ
Researched and written by Shalaka Joshi
Updated October 3, 2024