Business

AI Product Manager

Definition

A product manager specialising in AI-powered products, responsible for translating business needs into AI system requirements, managing stakeholder expectations around probabilistic outputs, and navigating data, model, and UX tradeoffs unique to AI products.

Related Terms

AI Tech Lead

A senior technical leader who guides architecture decisions, engineering best practices, and model development for AI products. The AI tech lead bridges research and production, ensuring that promising models are transformed into reliable, maintainable, and compliant systems.

ML Engineer

An engineer who specialises in building, deploying, and maintaining machine learning systems in production. ML engineers bridge the gap between data scientists' experimental models and the robust, scalable infrastructure required for enterprise AI.

AI Strategy

A comprehensive plan for how an organisation will adopt, develop, and deploy AI to achieve business objectives—encompassing use-case prioritisation, build-vs-buy decisions, data infrastructure, talent, governance, and compliance. An effective AI strategy aligns technology investment with measurable business outcomes.

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