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ZeroQueries Engineering

Technical Articles & Relational AI Architecture

Explore architectural guides, benchmark analyses, and best practices for querying production relational databases using conversational AI with zero data movement.

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Arabic NLP for Business Data: Why Translation Isn't Enough
Performance
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7 min read

Arabic NLP for Business Data: Why Translation Isn't Enough

Arabic business analytics requires more than translating questions into English. Explore dialects, schema mapping, Arabic data values, and what to evaluate in a GCC-ready analytics tool.

Shaik ParveezDevloper
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Latest Articles & Research

Architectural deep dives and benchmark analyses for enterprise AI analytics.

4 articles
Enterprise Text to SQL Architecture and Schema Graph
Data Engineering
•
7 min read

Why AI-to-SQL Works in Demos but Fails on Enterprise Databases

Ask an AI tool "What were our top 10 customers by revenue last quarter?" against a sample 8-table database, and it works. Run it on an enterprise ERP with thousands of tables, and it fails. Discover how schema retrieval, semantic layers, and SQL validation solve this.

By Hussain Bin Ali — Product AnalystRead more