Use cases
Each use case follows the same shape: the business problem → why the usual approach fails → architecture → build it → costs and scale → what breaks in production → the result.
Published
Section titled “Published”The first use case is coming soon.
Coming next
Section titled “Coming next”- A data quality gate that stops bad data before it reaches dashboards
- “What breaks if I change this column?” — lineage impact analysis
- An AI agent that triages Jira tickets
- Private RAG on company documents, running locally with Qwen
- Real-time anomaly alerts with Kafka and Spark Structured Streaming
- A customer segmentation pipeline for marketing campaigns
- Text-to-SQL for business users, with safety guardrails