AI strategy and governance
The scorecard connects this work to a business outcome, named decisions, constraints, and a visible transition.
AI & Machine Learning technology leadership
AI & Machine Learning CTO judgment for the decisions that carry risk.
The search tests operating evidence around model reliability, data rights, cost, safety, evaluation, and product usefulness.
Request aligned candidatesCommon mandates
Data and evaluation systems
The scorecard connects this work to a business outcome, named decisions, constraints, and a visible transition.
Build-versus-buy decisions
The scorecard connects this work to a business outcome, named decisions, constraints, and a visible transition.
Evidence standard
Industry labels are not industry proof.
- Comparable decision under similar constraints
- Clear personal ownership and tradeoffs
- Independent reference who observed the work
- Understanding of the business risk—not only the stack