Data Pipeline Requirements Builder

Translates a business use case into a complete, engineering-ready data pipeline requirements document covering source systems, extraction methods, transformation logic, output schema, latency and freshness SLAs, data quality checks, and orchestration dependencies. Use when scoping a new data pipeline, writing a pipeline spec for data engineering, or converting a stakeholder analytics request into buildable technical requirements.