Bulk Dataset Metadata Manager for AI Readiness

## The problemGetting a BI estate ready for AI requires column descriptions, business context, and AI annotations on every dataset — but native tooling forces operators to open one dataset at a time. There is no batch view, no completeness signal, and no shared sense of how far along the work actually is.## What this app doesA single workspace that lists every dataset with its documentation completeness score. Open one to edit column descriptions and AI context inline; trigger an AI-suggested description on any blank field with one click. A dashboard shows progress across the estate so leadership has a number to report and operators have a focused gap list to chip away at each session.## Key takeaways- Estate-wide completeness scoring instead of dataset-by-dataset guessing- Inline column editing with auto-save- AI-suggested descriptions to break the blank-page problem- Filter to incomplete datasets to focus where it matters## Who it's forData and operations leaders preparing their analytics estate for AI features who need a measurable, shareable view of metadata coverage across hundreds of datasets and thousands of columns.