Marketplace - AI Agent - Database Explorer

An AI agent that answers natural language questions by dynamically exploring database structure and executing targeted SQL queries — no query skills needed.

Solution Details

Difficulty Level: INTERMEDIATE
Solution Type: AI Agent Recipe
Author: OnePoint
Published on: Jan 12, 2026
Last updated on: Apr 22, 2026

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Key Features

Answer natural language questions by dynamically planning & executing SQL queries via LLM reasoning.
Explore database schemas autonomously — inspecting tables, columns, and metadata without manual inpu
Separate reasoning from execution using a two-LLM architecture for reliable, context-aware responses
Loop iteratively through research steps till a confident answer is reached,up to 25 reasoning cycles
Connect to MySQL databases via OP Database for live, query-driven data retrieval within Boomi.

How it works

Self-Service Data Analytics
Empowers non-technical business users to ask natural language questions and receive precise, SQL-backed answers directly from live databases, eliminating the need for query writing or analyst support.

Customer and Internal Support Intelligence
Equips support and operations teams with an AI-driven tool that surfaces structured data insights instantly, enabling faster, evidence-based responses to customer and employee queries.

Automated Database Research and Exploration
Helps analysts and data scientists rapidly understand database structures, table relationships, and content by letting the agent autonomously navigate and interrogate schemas on their behalf.

Watch a detailed video of the solution here

Applications Required

OP Database
OP Intelligence
OpenAI