Desktop AI Agent for Data Analysts

Highlights

• CSV and spreadsheet work

  Read and write files locally, including CSVs, JSON, and TSV. The agent can summarize, filter, join, or pivot data with your approval before writing results.

• Scripted analysis

  Run Python, R, or shell scripts on your machine. The agent captures output and reasons about it before continuing — useful for iterating on a transformation.

• Spreadsheet automation

  Drive Excel, Numbers, or Google Sheets desktop apps via accessibility APIs to fill cells, run formulas, and produce summaries.

• Data stays put

  Files never leave your machine. When AI reasoning is needed, only the immediate context for the step is sent to the integrated model endpoint.

Common analyst workflows

Typical workflows include cleaning a messy export (header normalization, type coercion, deduping); joining data across multiple CSVs; producing a quick summary chart; or moving data from a spreadsheet into a CRM or BI tool. Lapu AI handles all of these with local execution, then asks for your approval before writing back.

Why a desktop agent beats a notebook for ops work

Notebooks are great for exploration, but a lot of analyst work is operational — pulling a weekly report, refreshing a dashboard, kicking off a job. A desktop AI agent can package those flows into reusable skills and run them on a schedule, while still pausing for approval when the data shape changes or a transformation looks unsafe.

Frequently asked questions

Can the agent read my CSV files?

Yes. Lapu AI's file tools read CSV, JSON, TSV, and any other text-based format. For very large files the agent operates on the relevant slice rather than streaming the entire file to the model.

What about data privacy?

Files stay on your machine. When AI reasoning is needed, only the relevant context for the step is sent to the integrated model endpoint via Lapu AI infrastructure. There is no ambient data collection.

Does Lapu AI integrate with BI tools?

Lapu AI does not have first-party connectors to BI tools today. It can drive BI desktop apps via accessibility APIs and trigger CLI workflows that touch your data warehouse.

Can it write SQL for me?

Yes. The agent can draft SQL based on a question and your schema, run it through a CLI client with your approval, and reason about the output before continuing.

Will the agent overwrite my data?

Only with your explicit approval. File writes are gated by per-action permission prompts, and the agent shows the diff or destination before acting.

Related

• AI Agent That Reads and Edits Files

  An AI agent that reads, edits, and writes files on your machine. Lapu AI ships local file tools — read, write, edit, grep — with per-action approvals and a visible audit trail.

• Free Desktop AI Agent

  A free desktop AI agent for macOS and Windows. Lapu AI runs frontier models on your machine with permission-based file, terminal, and desktop automation. No credit card required.

• Local Desktop AI Agent

  A local-first desktop AI agent for macOS and Windows. Files stay on your machine. Lapu AI ships permission-based local tools with frontier AI through Lapu AI infrastructure.

• Use cases