Categories

Browse by topic. Every category below is planned; each one links to the use cases page until its first use case is published.

Gates that stop bad data before it reaches dashboards.

Impact analysis: what breaks if a column changes.

Agents that do real work, such as Jira triage.

Private RAG on company documents, running locally with Qwen.

Real-time alerts with Kafka and Spark Structured Streaming.

Customer segmentation and text-to-SQL for business users.