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Data & Engineering

Database Field Mapping & Discovery Tool

Connects to databases Extracts database metadata (schemas, tables, columns, relationships) Generates data dictionaries and ER diagrams Integrates with the Gemini API to enable conversational…

The challenge

Why it exists

Stakeholders often struggle to understand what data exists in their warehouse. Similarly, when starting new projects, engineers also have difficulty finding and interpreting the relevant information they need from the database. While documentation and data dictionaries can help, creating and maintaining them is tedious, time-consuming, and rarely done comprehensively. As a result, both discovery and development slows down.

The approach

How it works

Connects to databases Extracts database metadata (schemas, tables, columns, relationships) Generates data dictionaries and ER diagrams Integrates with the Gemini API to enable conversational querying of schemas and tables

Key capabilities

What it does

Connects to databases Extracts database metadata (schemas, tables, columns, relationships) Generates data dictionaries and ER diagrams Integrates with the Gemini API to enable conversational querying of schemas and tables

Typically used by

Developers, Potentially organizations to understand available data

Business impact

It could save time for documentation - creating ER diagram & data dictionary and updating it.

Built with

Technology

Tools & Frameworks

FlaskGraphs for ER diagram

Integrations

SnowflakeMysqlPostgresMSSql

Want something like this for your team?

We'll map your workflow and scope a working prototype — typically in three weeks, not three months.

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