Generating Measure Analysis with AI Assistance

Overview

This article describes the functionality and workflow of the AI-powered analysis tool within Planning and Self-Study. This feature assists in synthesizing complex data—including measure results, uploaded documents, and historical context—to generate meaningful interpretations for assessment reports.

Note: This documentation is for Assessment Plan Contributors and Leads who are responsible for analyzing data, documenting findings, and creating action plans.

 

AI-Powered Analysis Functionality

The AI assistant reviews all relevant data points to create a comprehensive draft. This process ensures that reports are insightful and align with institutional standards set by administrators.

 

Core Capabilities

  • Automated Drafting: The AI reviews outcome details, measure descriptions, targets, and results (including scores) to create a structured analysis.
  • Administrative Alignment: Any reporting guidelines established by institutional administrators are automatically included in the AI’s logic to ensure institutional compliance.
  • Historical Context: If previous plans or past results are available in the system, the AI references them to highlight trends, improvements, or areas needing attention. This includes the consideration of previous budget requests for a holistic view.

File Analysis Technical Specifications

The AI can process data directly from uploaded documents to inform the analysis.

  • Supported Formats: PDF, Excel (.xlsx), and CSV.
  • Quantity: Up to five files may be attached per analysis. If more than five are present, the system prioritizes the most relevant results files.
  • Size Limit: Each file must not exceed 4.5 MB.

 

Generating Measure Analysis

The AI assistant reviews all relevant information—including outcome details, measure descriptions, targets, and results data—to create a structured draft.

 

Steps to Generate Analysis

  • Navigate to the Findings area for a specific measure within a plan. 
  • Select Complete with AI Assistant.
Option to complete the measure analysis with AI Assistant.

 

  • Select the Compose a measure analysis link to initiate the draft. 
  • Monitor Status: Real-time messages such as "Assistant Thinking..." or "Assistant analyzing files..." indicate the progress of the analysis.
  • After the initial draft is generated, the content can be tailored by giving the AI specific instructions in the refinement field. Examples include: "add more detail" or "make this more concise." 
The option to choose what you would like to do first. Compose a measure analysis.
  • Once the analysis is satisfactory, use Insert This Analysis to apply the AI-created text directly into the findings analysis area.  
Once AI has generated a draft, the option to insert the analysis appears here.

 

Note: The AI automatically incorporates any guidelines set by administrators to ensure recommendations align with institutional standards. 

 

 

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