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AI Finance Tool

Controlled allowlist facade for AI Agents to call finance/data/predictive tools safely.

Actions10

Data → Profile Data

AI-generated

Summary

Profile tabular finance-related data by analyzing input rows to generate detailed metadata and statistics about each column's content and quality.

Inputs

  • Advanced Domain Options JSON — Optional JSON object to pass advanced configuration parameters to the underlying data profiling operation without evaluation of formulas or code.
  • Currency — Optional string to specify the currency context, forwarded to finance, report, or prediction operations for metadata purposes.
  • Max Rows — Maximum number of input rows to accept for profiling analysis, defaulting to 1000 and enforcing a minimum of 1.

Output shape

An object containing detailed profile metadata for the input dataset, including column types, statistics, data quality warnings, and duplicate or outlier analysis.

The output includes computed statistical summaries and data quality information derived from the first maxRows of input data. The input data is expected to be tabular and in a compatible structure. Advanced options passed via JSON may influence profiling behavior but do not allow code execution.

Examples

Example 1: Profile financial dataset columns for data quality assessment

Set 'Max Rows' to limit analysis size; optionally specify currency context; provide any advanced JSON options if needed.

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