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SCC Playground: AI that answers accounting analysts' questions

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

  • AI
  • MCP
  • BigQuery
  • Tauri
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SCC Playground cover: BigQuery and CloudSQL connected through MCP to an AI assistant that answers with a chart.

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

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