QKS Group SPARK Matrix™ | Q3 2026
K2view is a Leader in the QKS SPARK Matrix for data masking, tokenization, and synthetic data
QKS Group evaluated 12 vendors, including IBM, Broadcom, Oracle, and Protegrity. K2view ranked highest in Technology Excellence. Get the excerpt to see where every vendor landed, and why.
#1 in Technology Excellence · 12 vendors evaluated · 16 weighted criteria
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What's in the report
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The full 2026 matrix. Where all 12 vendors placed on technology excellence and customer impact, and how the other Leaders compare.
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How QKS scores the category. All 16 criteria and their weights. Data discovery and classification carries the most weight at 15%, ahead of data consistency at 13%.
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K2view's strengths, in QKS's words. Business-entity architecture, tokenization with encrypted vaulting, five synthetic data generation methods, and mainframe coverage through Rocket Software.
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Where K2view isn't the right fit. QKS's buyer-fit assessment, including when a lighter masking tool or a dedicated production security platform makes more sense.
One decision, four teams
QKS argues that sensitive data is now a shared problem across security, privacy, engineering, and AI teams. The report is written for all four.
- Security: how vendors reduce exposure without blocking access.
- Privacy and compliance: re-identification risk, audit evidence, and governance over detokenization.
- Engineering and QA: getting production-like test data without waiting on approvals.
- Data and AI: privacy-safe data that keeps its statistical and referential integrity for training and analytics.
"Enterprises are no longer struggling with data availability; they are struggling with safe data usability."
QKS Group, SPARK Matrix™ Q3 2026
