🤖 AI Dev Tools

QueryData: Near-100% NL-to-SQL for Google Cloud DBs [Preview Launch]

Forget typing SQL. QueryData lets agents chat their way to database answers—near-perfectly, they claim. Real people? Support teams at Hughes are already using it to slash query errors.

Dev Digest Apr 14, 2026 4 min read
QueryData interface showing natural language query turning into SQL for Google Cloud databases

⚡ Key Takeaways

  • QueryData claims near-100% NL-to-SQL accuracy via Gemini and custom context, proven in Hughes prod. 𝕏
  • Fixes agent pains: accuracy gaps, probabilistic security risks, dev setup friction. 𝕏
  • Google moat: Ties agents to AlloyDB/Cloud SQL/Spanner; PSVs ensure enterprise-grade security. 𝕏
  • Skepticism: Upfront context work required; echoes past hype cycles but with real benchmarks. 𝕏
Ibrahim Samil Ceyisakar
Written by

Ibrahim Samil Ceyisakar

Founder and Editor in Chief. Technology entrepreneur tracking AI, digital business, and global market trends.

#AlloyDB #Cloud SQL #Google Cloud #QueryData #agentic systems #natural language to SQL
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Originally reported by Google Cloud Blog

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