Ask and analyze · Analysis
Which BI tools' AI can clean and reshape data?
7 of 15 tools do, according to their public docs, and 4 partly.
Yes: Databricks, Snowflake, Hex, Sigma, BigQuery, Tableau, Alteryx. Partly: Omni, Power BI, MotherDuck, Mode.
The question we asked: Can the AI clean or reshape data while leaving inspectable transformation logic?
Grading standard
The AI can clean or reshape data and leaves transformation steps, code or another inspectable artifact behind.
Databricks
Yes
Quoted from Databricks’s docsAuthoring a new pipeline: Genie Code can help with all steps of creating a new medallion architecture pipeline, from ingesting data, to standardizing and cleaning the data, to transforming and analyzing the data.
Source: docs.databricks.com/aws/en/ldp/de-agent · checked Oct 26, 2026 · quoted by GPT
Snowflake
Yes
Quoted from Snowflake’s docsUse CoCo to explore, clean, and transform raw data into ML-ready inputs.
Source: docs.snowflake.com/en/developer-guide/snowflake-ml/agentic-ml · checked Oct 26, 2026 · quoted by GPT
Omni
Partly
Quoted from Omni’s docsCreate new SQL tabs, or update the SQL on a SQL tab you're currently viewing. Not available through the API, MCP, or the Slack agent, or to topic-restricted users.
Source: docs.omni.co/ai/queries · checked Oct 26, 2026 · quoted by Claude
Hex
Yes
Quoted from Hex’s docsThe agent is capable of creating Python cells, SQL cells, Markdown cells, Pivot cells, Input parameters, Single value cells, and Chart cells.
Source: learn.hex.tech/docs/explore-data/notebook-view/notebook-agent · checked Oct 26, 2026 · quoted by Claude
Sigma
Yes
Quoted from Sigma’s docsThe formula assistant evaluates your description of calculations, data references, manipulations, and other context, then suggests a formula to achieve the desired output.
Source: help.sigmacomputing.com/docs/use-ai-with-formulas · checked Oct 26, 2026 · quoted by Claude
BigQuery
Yes
Quoted from BigQuery’s docsThis document explains how to clean and transform your data within BigQuery data preparations using SQL code suggestions from Gemini.
Source: docs.cloud.google.com/bigquery/docs/data-prep-get-suggestions · checked Oct 26, 2026 · quoted by GPT
Tableau
Yes
Quoted from Tableau’s docsTableau Agent performs the steps for you, building out your flow and adding the changes to the Changes pane.
Source: help.tableau.com/current/prep/en-us/prep_einstein.htm · checked Oct 26, 2026 · quoted by Claude
Power BI
Partlypreview
Quoted from Power BI’s docsCreate, update, and manage tables, columns, measures, and relationships by using natural language
Source: learn.microsoft.com/en-us/power-bi/transform-model/copilot-web-modeling · checked Oct 26, 2026 · quoted by Claude
Alteryx
Yes
Quoted from Alteryx’s docsClean up the file I uploaded and remove rows with missing values.
Source: help.alteryx.com/aac/en/ask-alteryx/ask-alteryx-in-alteryx-one.html · checked Oct 26, 2026 · quoted by Claude
MotherDuck
Partly
Quoted from MotherDuck’s docsWhen you ask for a data change, it writes the SQL for you to run.
Source: motherduck.com/docs/key-tasks/ai-and-motherduck/agent-chat · checked Oct 26, 2026 · quoted by Claude
Mode
Partly
Quoted from Mode’s docsRefine data scopeDescribe how you want to limit your data, have AI define the WHERE clause--! exclude returns
Source: mode.com/help/articles/ai-assist · checked Oct 26, 2026 · quoted by Claude
Looker
Metabase
Redshift
Streamlit