Analyze data with AI

You can use the following features to analyze data with AI.

Outlier analysis
Use Outlier analysis to identify and correct data points in an exploration that deviate significantly from the norm, potentially indicating errors or anomalies.
Impact analysis
Use Impact analysis on an exploration to determine the impact of data fields on each other as well as identify and quantify relationships across the data. Generative AI interprets and summarizes the analysis to describe the direct and indirect impact of the data fields on each other, as well as any dependencies and relationships between them.
Exploration analysis
The Exploration analysis report feature uses AI to generate an analysis of a selected view in the form of a PDF report. The generated report includes an executive summary followed by an impact analysis and outlier analysis for the exploration, allowing you to take faster business decisions.
Variance analysis
The Variance analysis report feature uses AI to compare planned outcomes with actual results to identify the differences and to determine the reasons for these differences.
Create views with Data explorer using natural language
Create views in books with the Data explorer feature using natural language. The Data explorer feature uses generative AI to analyze your query and matches it to the relevant data in TM1 to recommend views. An explanation for the logic behind the recommendation accompanies each recommended view. You can make changes to the view and add it to the book or insert it as-is.
Use AI-generated chart insights to interpret a visualization
Chart insights provide AI-generated insights in the form of text summaries and key points to provide an easier interpretation of data in a visualization. The initial release of the Chart insights feature supports English only and is available only in Planning Analytics Workspace on Cloud.
Use AI to get cell explanations
Use the Explain cell feature to get an explanation of the underlying values that contribute to a specific cell value. Cell values can be a result of complex calculations, several consolidations, or rules. The Explain cell feature uses generative AI to summarize the cell intersection, underlying logic of the cell value, and source type.
Use forecasting preview to generate insights for your forecasts
Understand your forecast results with natural language summaries.

Parent topic: IBM Planning Analytics AI assistant