Adoption hardening for internal teams

Problem

The context catalog was built and validated against a single pilot team's workflows and datasets. Expanding to multiple internal teams and external design partners will expose assumptions baked into the current implementation — hard-coded schema patterns, missing metadata for unfamiliar data sources, performance bottlenecks at larger scale, and workflow gaps specific to different team structures. Without proactive hardening, each new adopter will hit preventable failures that erode confidence in the system.

Context

Possible Solutions

Plan

Implementation Progress

Review Feedback

• Review cleared