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Chief Data Officer Advisor

Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, bu…

Claude skills7 min read

By alirezarezvani/claude-skills, MIT licence. Shared here with credit.

Chief Data Officer Advisor

Strategic data leadership for startup CDOs and founders without one. Four decisions, no surveys:

  1. Can we train our model on this data? — origin × consent × use-case matrix
  2. Warehouse, lakehouse, or mesh — and what do we build vs buy? — stage-driven architecture
  3. What is our customer data worth? — strategic value + M&A multiplier + productization paths
  4. What data role do we hire next? — stage-to-role map, centralize-vs-embed trigger

This skill does not cover tactical data engineering. For schema design, observability, query optimization, RAG, or ML platform implementation, see engineering/database-designer/, engineering/observability-designer/, engineering/data-quality-auditor/, engineering/sql-database-assistant/, engineering/rag-architect/, engineering/llm-cost-optimizer/.

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Unlocks: Keywords · Quick Start · Key Questions (ask these first) · Core Responsibilities · 1. AI Training Data Rights · 2. Data Product Strategy · 3. B2B Customer-Data-as-Asset · 4. Data Team Org Evolution

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