Drawing on verified end-user reviews from SoftwareReviews, Infotech’s peer-review platform, the 2026 Data Integration Emotional Footprint Report recognizes six champions for customer experience and vendor relationships. The findings help organizations assess user sentiment alongside technical capabilities when evaluating data integration solutions.

ARLINGTON, Va., Oct. 28, 2026 /CNW/ — Organizations use data integration solutions to connect disparate systems, improve data quality, and make timely, informed decisions. Infotech’s 2026 Data Integration Emotional Footprint Report identifies six champions that stand out for delivering strong user satisfaction, trust, and overall customer experience. The recognition is based on verified feedback collected through the global research and advisory firm’s SoftwareReviews platform.

Modern data integration solutions connect organizational data by bringing together information from applications, databases, and cloud environments. These platforms provide capabilities such as data extraction, transformation, synchronization, quality management, and monitoring of data flows. With centralized oversight and automated workflows, they help IT and data teams maintain consistent, reliable information, support governance requirements, and deliver timely data for analytics and business operations.

Infotech’s Emotional Footprint measures high-level user sentiment by aggregating responses across 25 proactive questions, creating a powerful indicator of overall user feeling toward the vendor and product. The result is the Net Emotional Footprint (NEF), a composite score that reflects the overall emotional tone of user feedback.

The 2026 Data Integration Emotional Footprint Champions are as follows:

• AWS Glue, +94 NEF, rated highly for being altruistic.
• Microsoft SQL Server, +89 NEF, rated highly for its reliability.
• Zapier, +90 NEF, rated highly for enabling productivity.
• Boomi, +86 NEF, rated highly for its trustworthiness.
• Azure Data Factory, +85 NEF, rated highly for friendly negotiations.
• Flowgear, +91 NEF, rated highly for its transparency.

Analyst Insight:

“Choosing a data integration platform means choosing a vendor your team may depend on for years. When an integration fails, the impact can extend to every process relying on that data,” says Abbas Jaffery, principal advisory director at Infotech. “Vendors can build trust by helping their clients adapt their integrations as business needs change and by being clear about what their products can support. For buyers, hearing from existing users helps them understand what they can expect from that relationship after implementation.”

User assessments of software categories on SoftwareReviews provide an accurate and detailed view of the constantly changing market. Infotech’s reports are informed by data from users and IT professionals who have direct experience with the software throughout the procurement, implementation, and maintenance processes.

Read the full report: 2026 Data Integration Emotional Footprint Champions

To learn more about Infotech’s Vendor Awards, including how Data Quadrant and Emotional Footprint recognition are determined using verified end-user feedback and the underlying evaluation criteria, visit Infotech’s Vendor Awards page, powered by SoftwareReviews.

About Infotech
Infotech (formerly Info-Tech Research Group) provides an API-driven advisory model to over 30,000 IT leaders globally to systematically improve their organizations. With 30 years of trusted expertise and proven impact, Infotech equips technology leaders with industry-leading expert guidance, proven methodologies, practical tools, training, coaching, and consulting to accelerate decisions and deliver measurable outcomes. To learn more about Infotech’s HR research and advisory services, visit McLean & Company.

Media professionals can register for unrestricted access to research across IT, HR, and software and hundreds of industry analysts through the firm’s Media Insiders program. To gain access, contact pr@infotech.com.  

For information about Infotech or to access the latest research, visit infotech.com and connect via LinkedIn and X.

About SoftwareReviews
SoftwareReviews is a peer-review platform from Infotech, a global research and API-driven advisory firm. The platform provides verified end-user insights that help organizations evaluate software based on features, vendor experience, and overall value. In addition to end-user insights, the firm offers peer-driven resources and advisory services, including buyer reviews, marketing and product guidance, and go-to-market support. These offerings enable technology providers to better understand customer needs, refine product strategies, and clearly communicate differentiated value to the market.

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SOURCE Infotech