# NanthAI Edge — Analysis, Code & Charts

Canonical page: `https://nanthai.tech/features/analysis-code`

Tier: Pro.

## What it does

NanthAI Edge can load isolated execution and analysis tools when a task needs calculation, transformation, validation, or code. Users can attach supported files from their device or Knowledge Base, ask a question in normal language, and receive an explanation plus reusable outputs.

Supported workflow families include:

- temporary shell and file operations;
- JavaScript and TypeScript tasks;
- Python analysis with common data and plotting libraries;
- chart images rendered inline in chat;
- exported CSVs, reports, images, and other generated files.

Standard workspace and Python analysis tools are available to Pro users. Package-heavy or longer work may use a bounded cloud sandbox when selected by the workflow.

## Important boundaries

- code runs in isolated workspaces, not directly on the user's device;
- runtime sessions are temporary;
- useful outputs must be exported into durable chat and Knowledge Base storage;
- current charts are generated images, not a full interactive chart editor;
- cloud sandbox work has execution, file, and resource limits;
- only user-owned, validated inputs selected for the workflow are staged into the workspace.

## Good fits

- clean and validate a spreadsheet or CSV;
- calculate trends and produce a chart;
- test a small script without configuring a local environment;
- turn operational or financial data into an analysis and downloadable report.