# SCC Playground: AI that answers accounting analysts' questions

> Suite that uses AI at its core to answer accounting analysts' questions.

- **Author:** Hans Vergara (https://h4nsd3v.web.app/en/)
- **Published:** October 8, 2026
- **Tags:** AI, MCP, BigQuery, Tauri
- **Related project:** SCC Playground
- **URL:** https://h4nsd3v.web.app/en/blog/scc-playground/
- **Translation:** https://h4nsd3v.web.app/blog/scc-playground/index.md

## About the Project

Built at **Grupo Falabella** as part of the SCC team (Accounting Reconciliation System), SCC Playground is an innovative suite that transforms how accounting analysts interact with data.

### Key Features

- **AI assistant** that answers analysts' questions in natural language with real-time data.
- **MCP integration** (Model Context Protocol): custom tools to fetch data from BigQuery and CloudSQL.
- **Natural language queries**: analysts without SQL knowledge can run complex queries straight from the interface.
- **Dynamic charts**: custom charts generated from complex queries while chatting with the AI assistant.
- **Dynamic dashboards**: custom dashboards generated from complex queries while chatting with the AI assistant.
- **Desktop app**: also available as a native app built with Tauri.
- **Widget**: easy integration with other company systems.

### Tech Stack

- MCP
- Node.js / NestJS / React / Vite
- BigQuery
- CloudSQL
- Ollama Cloud (Ministral 7B)
- Tauri

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*For confidentiality reasons, the source code of this project cannot be shared.*