Retrieval & dataEnterprise AI platform
Multi-Tenant AI Analytics & Agentic Platform
An enterprise multi-agent platform that turns natural language into validated SQL across 20+ heterogeneous databases, with self-healing queries and secure multi-tenant isolation.

Built an enterprise-grade multi-agent AI platform that orchestrates agents for NL-to-SQL generation, SQL validation, query self-healing, retrieval, authorization, and AI-powered summarization with secure multi-tenant isolation. Implemented semantic schema indexing using OpenAI Embeddings, ChromaDB, and Redis caching, enabling dynamic onboarding of PostgreSQL, MySQL, MSSQL, Snowflake and many more databases for natural-language analytics.
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What is a Text-to-SQL Harness?
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Retrieval & dataWhat is a Text-to-SQL Harness?
Ever wondered why a model that writes perfect SQL in a demo still ca not be trusted against a real database? Learn what a Text-to-SQL harness actually is. Routing, schema retrieval, validation gates, repair loops and read-only execution - explained with real examples and without the confusing AI jargon.
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