List of the Top 6 Data Migration Software for Adobe Marketo Engage in 2026

Jitterbit Harmony is an AI-powered integration and automation platform designed to serve as the operational backbone for modern enterprises. It unifies integration, workflow automation, API management, low-code app development, and EDI within a single ecosystem. Powered by a layered AI architecture, Harmony embeds accountable AI agents and intelligent assistants into every stage of business automation. Organizations can seamlessly connect thousands of SaaS, cloud, and on-premise applications using pre-built connectors and intuitive drag-and-drop tools. This accelerates digital transformation initiatives across industries including healthcare, manufacturing, retail, transportation, higher education, and life sciences. Harmony supports mission-critical processes such as order-to-cash, order-to-fulfillment, purchasing automation, and employee expense management. The platform also enables teams to build custom business applications quickly through its low-code App Builder environment. With enterprise-grade security and governance controls, it ensures scalable, compliant automation across complex IT landscapes. The Harmony AI Bundle enhances capabilities further by offering pre-built AI agents, AI assistants, and dedicated professional services for successful implementation. Recognized three consecutive times as #1 in G2’s Enterprise iPaaS Implementation Index, Jitterbit demonstrates strong customer satisfaction and rapid time to go-live. Trusted by global brands like CVS Health, Ericsson, Walmart, and Rolls Royce, Harmony delivers proven enterprise performance. By combining integration, automation, and AI-driven intelligence into one cohesive platform, Jitterbit Harmony empowers organizations to modernize operations with confidence and accountability.

Supermetrics was founded on a daring vision: to simplify and democratize marketing data for businesses across the globe. What began as a modest initiative has transformed into a groundbreaking marketing intelligence platform that is now relied upon by over 200,000 organizations, including prestigious names such as Nestlé, Warner Bros, and Dyson. From its inception, Supermetrics has been motivated by a mission to empower marketers and data analysts by providing seamless access to data, catering to all stages of their professional journeys. The platform has developed into a user-friendly tool that extracts and integrates data from more than 150 marketing and sales platforms—such as Google Analytics, Facebook Ads, and HubSpot—into users' chosen destinations, allowing teams to enhance their analytics processes and engage in data-driven decision-making. This unwavering focus on innovation has garnered Supermetrics a place on G2’s 2024 Top 50 Best EMEA Software Companies list, marking a significant milestone in its growth. At the core of Supermetrics lies a commitment to transparency, innovation, and ensuring customer success. We firmly believe that data possesses the potential to narrate stories, address challenges, and pave the way for new opportunities. As the marketing environment continues to change, Supermetrics is steadfast in its dedication to staying at the forefront, assisting clients not just in achieving success but in thriving with state-of-the-art solutions that meet their evolving needs. With every step forward, Supermetrics is shaping the future of marketing analytics for organizations around the world.

StarfishETL functions as a Cloud iPaaS solution, enabling the seamless integration of virtually any application with another, provided that both have an accessible API. This capability empowers StarfishETL users to exercise full control over their data initiatives, allowing them to establish distinctive and scalable data connections tailored to their specific needs. By facilitating such flexibility, StarfishETL enhances the overall efficiency of data management and integration processes for its clients.

Xplenty serves as a flexible software tool for data integration and delivery, aiming to support small to medium enterprises as well as larger corporations by enabling the preparation and migration of data to the cloud for analysis. Among its notable features are data transformation capabilities, a user-friendly drag-and-drop interface, and smooth integration with over 100 data storage solutions and SaaS applications. Developers find it easy to weave Xplenty into their current data solution frameworks. Moreover, the platform allows users to schedule various tasks while efficiently monitoring their progress and status. This comprehensive functionality positions Xplenty as a powerful ally for users looking to streamline their data workflows and improve their analytical operations, ultimately driving better business insights. Additionally, the platform's adaptability makes it suitable for various industries, allowing organizations to tailor their data processes to meet specific needs.

IRI Voracity is a comprehensive software platform designed for efficient, cost-effective, and user-friendly management of the entire data lifecycle. This platform accelerates and integrates essential processes such as data discovery, governance, migration, analytics, and integration within a unified interface based on Eclipse™. By merging various functionalities and offering a broad spectrum of job design and execution alternatives, Voracity effectively reduces the complexities, costs, and risks linked to conventional megavendor ETL solutions, fragmented Apache tools, and niche software applications. With its unique capabilities, Voracity facilitates a wide array of data operations, including: * profiling and classification * searching and risk-scoring * integration and federation * migration and replication * cleansing and enrichment * validation and unification * masking and encryption * reporting and wrangling * subsetting and testing Moreover, Voracity is versatile in deployment, capable of functioning on-premise or in the cloud, across physical or virtual environments, and its runtimes can be containerized or accessed by real-time applications and batch processes, ensuring flexibility for diverse user needs. This adaptability makes Voracity an invaluable tool for organizations looking to streamline their data management strategies effectively.

Micromerce is an adaptable cloud-based software solution crafted to optimize and automate the intricate processes associated with onboarding clients or partners, as well as data migration, enablement, and ongoing support. By providing a comprehensive onboarding portal, a streamlined back-office management system, and an automation layer, it enables businesses to effectively manage, track, and refine every aspect of the onboarding experience, from the transfer of sales responsibilities to the phases of activation, all while offering clients a clear, sequential overview and reducing the necessity for manual coordination. Moreover, its unified toolkit for data migration is designed to support a variety of source formats, automate the processes of transformation and mapping, feature validation dashboards, and deliver complete transparency regarding the quality and progress of the migration process. For support and enablement, Micromerce integrates AI-driven workflows, mechanisms that minimize ticket generation, contextual assistance, and valuable analytics, all tailored to alleviate the support workload and accelerate customer activation. In addition to these features, the platform also emphasizes continuous improvement through feedback mechanisms, ensuring that user experiences are consistently refined and enhanced. Ultimately, this innovative platform empowers organizations to significantly boost their operational efficiency while simultaneously improving the experiences of their clients.