Data Analysis Brief

What the Agent Produces

A clear analysis brief, grounded only in the data you provide.

Summary The question, the dataset, and the headline answer in a few sentences.

Key Findings Observations derived only from your data — placeholders where a number is missing.

Notable Segments / Outliers The segments and outliers worth a second look, called out explicitly.

Recommended Charts Which chart to build, the fields it uses, and the question it answers.

Caveats & Data Quality Missing fields, small samples, and ambiguities that limit confidence.

Suggested Next Analyses The follow-up questions worth asking once this one is answered.

Describe your dataset, paste or upload it, and ask your business question, and get a structured analysis brief.

A brief built only from the data you provide. This agent does not run queries or connect to a database and will not invent numbers, schema, or results — where something is unknown it leaves a clearly-marked placeholder.

Dataset Description *

Upload Data (optional)

Upload Data (optional) CSV or Excel — a sample or the full export. Parsed and added to your prompt.

Business Question *

Audience

Output Language

AI Model

How It Works

Describe the dataset, paste a sample or upload a CSV/Excel file, and state the business question. The agent structures an analysis brief and tailors recommended charts to your question. It works from the data you give it — nothing else. Output is available in English, Spanish, and French.

Findings are limited to the data you provided — verify before acting. This agent does not run queries or connect to a database. It will not invent numbers, schema, query results, or business facts — where something is unknown it leaves a clearly-marked placeholder like [add your data].

Want live data? Live database connections (Snowflake, BigQuery, Databricks, and more) and scheduled analyses are available via CEMI managed.

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