Total Products under this Category: 52
Last updated: September 07, 2026
Why You Can Trust G2's Software 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.
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)
Turn messy ecommerce data into enhanced product listings with AI. Import raw files in any format. AI maps them to your structure, finds missing information on the web, enriches attributes, generates on-brand descriptions, and perfect catalog images. Your team only reviews and approves to save time and improve data quality.
Remap CSV and Excel columns in your browser. Preview free. $29 once. No account — files never leave your device.
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. 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.
Average Rating: 3.9/5.0
Total Reviews: 5
AI-generated summary from verified user reviews
"Automates the discovery and classification process"
Rating: 4.0/5.0 stars
— Petzelt T.
"Enables us to sort information properly and fast"
Rating: 4.0/5.0 stars
— Stephane K.
Self Service Integration means more employees have easy ways to connect and automate day to day activities without involving IT. That's essential to digital transformation and a dream come true for employees who want to bring their own apps to work. It streamlines the cloud applications used in their daily tasks to fit their own work style. Link https://cloud.oracle.com/en_US/self-service-integration/datasheets Datasheet https://cloud.oracle.com/opc/paas/datasheets/Oracle+Self+Service+Integation+Data+Sheet.pdf eBook https://cloud.oracle.com/opc/paas/ebooks/Self_Service_Integration_Cloud_Service_eBook.pdf
Average Rating: 4.0/5.0
Total Reviews: 1
"Oracle provides our students with an easier, more visual method of accessing important tools."
Rating: 4.0/5.0 stars
— Verified User in Higher Education
Migrate SAP BusinessObjects Web Intelligence reports, universes, and SQL queries to Microsoft Power BI with 75–90% automated accuracy using Pulse Convert. It automatically converts universe semantic layers, Webi structures, and data sources into native Power BI semantic models and interactive dashboards. If any competing tool reaches even 30% accuracy against Pulse Convert, we do your migration for free. Modernize legacy BI infrastructure and cut manual rebuilding effort risk-free.
Settle is an AI-native platform for enterprise data migration. It runs the full migration lifecycle: connect source and target systems, discover the business rules and exceptions that live in your experts' heads, configure AI-proposed mappings and transforms, export with a pre-load verification gate, and validate the live target after load. The architecture: AI proposes every mapping and transform, deterministic engines validate every row — schema and types, referential integrity, business rules, and reconciliation of expected versus actual — and humans approve before anything loads. After load, Settle replays your real business workflows in the target system's own front end and records the evidence, so you see migrated data working before cutover. It's built for the hard 10% of migrations: the exceptions, edge cases, and one-off rules that don't fit clean mappings and usually surface only after load. Settle captures those rules up front in discovery and proves every record against them. For teams that migrate continuously (customer onboarding, professional services, internal migration teams) the platform provides reusable templates and versioned, re-runnable migration packages, with every step logged for audit. Typical migrations complete in days rather than months.
