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The 2026 Test Data Management Report for AI-Ready Enterprises
- Letter from the Authors
- Ranking Test Data Priorities: Why Data Quality Claims the #1 Spot
- The Data Control Paradox: Top Priorities vs. Biggest Barriers
- The Problem with Process: Test Data Bottlenecks Are Stalling Workflows
- Solving for Modern Test Data Management Challenges
- Key Takeaways: How You Can Make the Next Step Toward AI-Ready Test Data Management
- Respondents Snapshot: Segments, Industries, & Job Titles
- Key Terms to Know
Report > The 2026 Test Data Management Report for AI-Ready Enterprises
The Problem with Process: Test Data Bottlenecks Are Stalling Workflows
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Back to topManual Processes Are Holding Enterprises Back
Majority (98%) of enterprises still have some sort of manual aspect in their workflows — only 2% are fully automated. Manual processes are always going to create a bottleneck for you, even if most are automated. As a result, these enterprises are still going to experience delays. The truth is, you're only as fast as your slowest workflow. As agentic development continues to grow and become more prominent, workflow speed is only becoming more important.
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