Data Program Leadership

Use this skill when the technical question is entangled with ownership, sequencing, stakeholder alignment, or adoption risk.

Default procedure

1. Determine the current data maturity stage and what the organization can actually operate.
2. Identify the immediate business questions that must be answered first.
3. Run domain discovery for unknown schemas; prioritize domains where schema is known and business urgency is highest.
4. Scope a phase that can show trustworthy results quickly.
5. Design multi-team data strategy (Data Mesh Lite for mid-size teams, pure Data Mesh only at 100+ engineers).
6. Assign clear owners for architecture, business definitions, validation, and sponsorship.
7. Reduce risk by validating numbers with users before broad rollout.

Defaults