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
Integrations
More in Data & Engineering
Related applications
Data & Engineering
LLM API Gateway with Observability
Built a set of dedicated AWS Lambda functions, one per LLM provider (Gemini and OpenAI), each acting as a clean API wrapper around that provider's SDK. Any frontend or backend can freely switch…
ViewData & Engineering
SQL Standardization & Optimization Bot
To solve all of the above issue I have created SQL Standard Optimization AI bot. This helps to maintain same standards accross whole team.
ViewData & Engineering
Conversational Data Profiler
WebApp powered by a smart AI bot that enables Exploratory Data Analysis (EDA) without requiring Python or traditional BI tools. The application accepts multiple data formats, including Excel, CSV,…
ViewWant something like this for your team?
We'll map your workflow and scope a working prototype — typically in three weeks, not three months.
Talk to us