A comprehensive guide to setting up Business Context, Data Context, and Personal AI Context for enhanced AI-driven data analysis in Visuo
This guide will walk you through the process of creating and managing Business Context, Data Context, and Personal AI Context in Visuo, enhancing the accuracy and effectiveness of AI-driven data analysis.
These context features allow you to tailor Visuo’s AI Data Analyst to your specific business needs, improving performance and relevance in data analysis tasks.
Visuo’s context features offer several key benefits:
Business Context allows you to define specific presets for different analysis scenarios.
Access Business Context
Navigate to the “Manage Context” section and select the “Business Context” tab.
Create New Preset
Click the “Create a New Preset” button.
Define Preset Name and Visibility
Start by defining a name for your preset. Choose whether to make the preset visible to your team by switching the “Team Visible” toggle.
Add Key Information About the Business
Navigate to “Key Information About the Business” and add new Data Source Configurations.
Add New Data Source
Add a new data source by selecting the relevant database connections you have made before.
Select Relevant Tables
Select the tables that are pertinent to your business use case. You can remove irrelevant tables to streamline the data set.
Review Data Source Configuration Accuracy
Our systems will show information about the accuracy of the data source configuration.
Semantic Models help define relationships and contexts within your data.
Access Semantic Models Section
In the Business Context interface, find the Semantic Models section.
Add a New Semantic Model
Click the ”+” button to create a new Semantic Model.
Define Semantic Model Details
Complete the following fields:
Key Performance Indicators (KPIs) are crucial metrics that help you track and measure the success of your business objectives.
Access KPI Section
In the Business Context interface, locate the KPIs section.
Add a New KPI
Define KPI Details
Fill in the following fields:
Data Context allows you to provide additional information about your data sources, tables, and columns.
Access Data Context
Navigate to the “Data Context” tab in the “Manage Context” section.
Select Connection
Choose the database connection you want to add context to.
Add Connection Context
Provide information about the connection, such as whether it’s for production, staging, or development environments.
Select Table
Choose a table from your selected connection.
Add Table Context
Describe the purpose of the table and any important information about its usage or contents.
Select Column
Choose a column from your selected table.
Add Column Context
Provide details about the column’s data type, constraints, and business meaning.
Personal AI Context allows you to customize the AI’s behavior to your preferences.
Access Personal AI Context
Navigate to the “Personal AI Context” tab in the “Manage Context” section.
Set Detail Level
Specify how detailed you want the AI’s responses to be.
Define Tone
Choose the conversational style you prefer (e.g., formal, casual, technical).
Set Output Preferences
Specify your preferred format for data and insights presentation (e.g., tables, charts, narrative form).
To get the most out of Visuo’s context features, consider these best practices:
Remember to manage your contexts carefully. Incorrect configurations can impact the accuracy and relevance of your AI-driven analyses.
By following this guide, you should now be able to effectively create and manage Business Context, Data Context, and Personal AI Context in Visuo, significantly enhancing your AI-driven data analysis capabilities.