Ask and analyze · Analysis
Which BI tools' AI can forecast, with its assumptions shown?
1 of 15 tools do, according to their public docs, and 7 partly.
Yes: Snowflake. Partly: Databricks, Omni, Hex, Sigma, BigQuery, Looker, Tableau.
The question we asked: Can the AI produce a forecast and expose the assumptions behind it?
Grading standard
The AI creates a forecast and exposes its horizon, inputs and assumptions so the result can be challenged. A forecast that does not expose its assumptions is partly. The AI itself must produce the forecast, so a classic forecasting feature it does not drive does not count, and a horizon with a confidence range but no stated inputs is partly.
Databricks
Partly
Quoted from Databricks’s docs"Generate a forecast of product demand for the next 6 months from the @inventory dataset, including confidence intervals."
Source: docs.databricks.com/aws/en/notebooks/ds-agent · checked Oct 26, 2026 · quoted by GPT
Snowflake
Yespreview
Quoted from Snowflake’s docsCoCo infers everything else (task type, target column, evaluation metric, train/test split strategy) and asks you to confirm before proceeding.
Source: docs.snowflake.com/en/developer-guide/snowflake-ml/agentic-ml · checked Oct 26, 2026 · quoted by Claude
Omni
Partly
Quoted from Omni’s docsThe Omni Agent will generate a new query if needed, analyze the query results, and generate a statistical forecast based on historical patterns in the data.
Source: docs.omni.co/ai/forecasting · checked Oct 26, 2026 · quoted by Claude
Hex
Partly
Quoted from Hex’s docsBuild me a 12-month ARR forecast.~5 credits
Source: learn.hex.tech/docs/administration/credits · checked Oct 26, 2026 · quoted by Claude
Sigma
Partly
Quoted from Sigma’s docsAn agent can run forecasting calculations based on the contents of an input table and informed by policy documents in an external system, then present results in a structured format for review and approval.
Source: help.sigmacomputing.com/docs/sigma-agents · checked Oct 26, 2026 · quoted by Gemini
BigQuery
Partly
Quoted from BigQuery’s docs- "Using SQL, forecast the future traffic of my website for the next month based on bigquery-public-data.google_analytics_sample.ga_sessions_. Then, plot the historical and forecasted values."
Source: docs.cloud.google.com/bigquery/docs/colab-data-science-agent · checked Oct 26, 2026 · quoted by GPT
Looker
Partly
Quoted from Looker’s docsIn contrast to standard SQL-powered BI experiences, Advanced Analytics supports a wide variety of data analytics—from basic computations and charting to more advanced tasks like time series forecasting.
Source: cloud.google.com/looker/docs/conversational-analytics-looker-advanced-analytics · checked Oct 26, 2026 · quoted by Claude
Tableau
Partly
Quoted from Tableau’s docsShows the expected values for a metric for the remainder of the period, along with a forecast confidence range.
Source: help.tableau.com/current/online/en-us/pulse_insights_platform_insight_types.htm · checked Oct 26, 2026 · quoted by Claude
Power BI
No
Quoted from Power BI’s docsThis question asks for forecasting, which isn't currently supported.
Source: learn.microsoft.com/en-us/power-bi/create-reports/copilot-ask-data-question · checked Oct 26, 2026 · quoted by Claude
Metabase
Alteryx
No
Quoted from Alteryx’s docs- Auto Insights does not do predictive modeling or forecasting–predictive modeling requires business acumen, knowledge, judgment, and overlays. However, if you have your own forecast scores, you can upload them into Auto Insights to trend and analyze.
Source: help.alteryx.com/aac/en/auto-insights/prepare-data.html · checked Oct 26, 2026 · quoted by GPT
MotherDuck
Mode
Redshift
Streamlit