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June 30, 2026

Talk to Your Data Tools in 2026: What’s Changed and What Still Breaks

From Spider benchmarks to production deployments, we assess what has genuinely improved in talk-to-your-data tools in 2026—and what persistent failure modes still block enterprise analytics at scale.

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