Point AI at your Bubble database and get structured, ready-to-use insights back. Analysis, natural-language Q&A, and per-record content generation, all running against your existing data without any restructuring or migration. Results come back as fully typed states that drop straight into your page - repeating groups, text elements, charts, wherever you need them. No prompt engineering or JSON parsing needed.

Seven built-in analyses:

Dataset Insights: Headline metrics, trends, and recommendations across a table.

Record Classifier: Categories, tags, and confidence scores per record.

Priority Ranker: Records scored and ordered by urgency and importance.

Anomaly Detector: Only the records that genuinely stand out.

Data Validator: Surfaces missing fields, suspicious values, contradictions, and suggested fixes.

Sentiment Analyzer: Sentiment, intensity, and dominant emotion per record.

Theme Extractor: Recurring topics across your records with quoted examples.

Plus two free-form actions:

Ask Question: Type a question in plain English, get a conversational answer with source record IDs.

Generate Content: AI-generated content per record, optionally written straight back to a field on each one.

Features:

- Works with OpenAI or Gemini (your own API key).
- Multiple data types analysed together in a single run.
- Relationship traversal up to three hops deep.
- Date range filtering.
- Responses in any language.
- Smart caching with automatic staleness checks.
- Token usage reported in real time.
- Debug mode for troubleshooting.

A full demo, setup instructions and support is included.