AI Maturity Scorecard

Most teams think they're getting 10x from AI. The data shows 76% are stuck at 1.5x. Find out where you actually stand in 5 minutes.

100+

PMs assessed

5 min

To complete

4 Levels

Of AI maturity

1.1x→10x

Productivity range

25 questions across 5 dimensions. Takes about 5 minutes.
See where you stand compared to 100+ product managers.

Foundation— Your AI basics and daily habits

Integration— How AI is woven into your workflows

Architecture— Building differently because of AI

Orchestration— AI changing your strategic thinking

Culture— Your environment's support for AI-native work

Assistant(1.1-1.5x)

Integrator(2-3x)

Architect(5-10x)

Orchestrator(10x+)

The 4 Levels of AI Maturity

Based on our survey of product managers, we identified four distinct levels of AI workflow integration.

Level 1: Assistant

1.1-1.5x

Using AI for writing and research. Tasks are faster, but workflows are unchanged.

Level 2: Integrator

2-3x

AI integrated into some workflows. Starting to eliminate work, not just speed it up.

Level 3: Architect

5-10x

Workflows rebuilt for AI. Building things that weren't possible before.

Level 4: Orchestrator

10x+

AI changes what you build, not just how fast. Competitive strategy assumes AI.

Everyone says they're "using AI." But there's a 10x gap between teams measuring time saved vs. teams measuring capability gained.

76% of PMs can't calculate their actual AI productivity gain

The metric you use determines the questions you ask

Teams at Level 3+ redesigned workflows, not just adopted tools

The difference isn't budget or tools—it's the questions you ask

Level 1: Assistant47%

Level 2: Integrator29%

Level 3: Architect18%

Level 4: Orchestrator6%

Based on our survey of product managers