Auto enhancement

When you open a schema inside any AI module, Lumenore automatically checks its AI Readiness Score. If the score falls below 40%, the Auto Improvement feature is activated. This process automatically enriches your metadata so the AI can interpret your data more accurately and deliver more contextual insights across AI Dashboards, AI Insights Boards, and Ask Me.

1. Progress Bar & Percentage

A progress bar shows how far along the automatic enhancement process is.
As each metadata component is improved, such as descriptions, synonyms, and units of measure. The percentage increase reflects your schema’s rising AI Readiness Score.

2. What the System Is Improving in Auto Enhancement mode

The following list of components is being enhanced:

• Description
  It indicates that the AI has completed generating or refining human-friendly column descriptions, making your schema easier for both users and the AI to understand.

• Synonym
  AI is generating alternative names for each column so the system can interpret natural-language questions more effectively.

Examples:

• • Sales → Revenue, Turnover
  • Customer Name → Client, Buyer

These synonyms help the AI recognize different ways users may refer to the same field, improving conversational accuracy in Ask Me.

• Unit of Measure
  AI detects the most suitable unit for numerical fields, for example:

• • Sales → Currency
  • Discount % → Percentage
  • Orders → Count

Attaching correct units ensures that charts, summaries, and AI insights are precise and easy to interpret.

3. Additional Refinements Required

The two components, Business Context and Schema Prompt, cannot be auto-generated and require manual effort.

4. User Actions

• Review and Improve Score

Redirects you to the Schema Manager, where remaining components can be completed to increase the AI readiness score further.

• Continue Anyway

Let’s proceed without completing the missing metadata, but this may result in:

• • Less contextual insights
  • Limited narrative depth
  • Lower overall AI accuracy

• Do not show this again

If you don’t want to see this auto-enhancement prompt for this schema again, select “Don’t show this again.”