Data Visualizations

KPI tiles plus bar, horizontal bar, line, area, pie and donut charts with real axes, gridlines and value labels — including grouped bars and multi-line comparisons with a legend. Paste your numbers, or describe them and Webforgia lays out a plausible dataset you then correct.

Built on the Site Spec engine. These are the stages it runs, in order — the same list the builder shows live while it works.

1. 1FeatureCode

   Reads the request to work out which build type it asks for, and how decisively.

2. 2KnowledgeCode· a knowledge base is configured for this deployment

   Asks the knowledge base what it knows about a brief like this one, filling a quota per category.

3. 3GenerateAI call

   One tool call returning the complete specification, validated against the schema before anything else runs.

4. 4DatasetCode· the prompt contains a table

   Extracts a table pasted into the prompt and reports its shape.

5. 5Data qualityCode· a dataset was extracted

   Reports issues found in the supplied data rather than silently correcting them.

6. 6Chart auditCode· a dataset was extracted

   Reconciles every plotted value against the source data, so no chart can invent a number.

7. 7ImagesImages· the tier allows image generation and the spec has empty slots

   Images

• Refine in chat — “make revenue a line chart, by quarter”.
• Publish to share; charts are crisp vector graphics at any size.

Charts show the numbers in the build; they do not connect to a live data source.