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AI-Native Product Design Ladder

The competency framework for product designers in AI-native organizations

This framework evaluates product designers across 8 dimensions and 4 levels (PD1 through PD4). It replaces traditional design ladders with one built for a world where AI introduces probabilistic behavior, adaptive interfaces, and human-AI collaboration patterns. Leaders use it to assess design skills like AI interaction patterns, trust-building through transparency, and design systems for probabilistic outputs.

8 Dimensions

Select a dimension to explore the progression across levels.

Design Vision & AI Strategy

Setting design direction for AI-native products, from feature-level AI alignment to company-wide design vision.

PD1 — Product Designer

Understands the team's AI product vision well enough to design features that align with it, and is learning how AI capabilities shape what's designable.

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Want the full framework with all expectations and examples?

The complete assessment tool includes 3 detailed expectations and 3-4 real-world examples per level per dimension — plus guided evaluation, growth plans, and team analytics.

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