The AI Amplifier Framework
- Title
- The AI Amplifier Framework
- Category
- AI Product Operating Model
- Year
- 2026
- Focus
- Product Innovation Cycle, AI Tooling, Operating Model
- Role
- Framework Author & Product Strategist
The AI Amplifier Framework was conceived as a coherent Product Innovation Cycle integrated with AI tooling.
Instead of treating AI as a feature to add, the framework treats it as a capability to design around — reshaping how teams discover opportunities, align stakeholders, prototype, and decide what to ship.
The result is an operating model where strategy, discovery, delivery and iteration form one connected loop, with AI accelerating each stage and human judgement anchoring the decisions that matter.
A product innovation cycle, amplified by AI.
The AI Amplifier Framework was conceived as a coherent Product Innovation Cycle integrated with AI tooling. Rather than bolting AI onto existing processes, it redesigns each stage of the cycle — from opportunity discovery to delivery and iteration — around what AI makes newly possible.
Every stage, one connected loop.
The framework connects strategy, discovery, prototyping, delivery decisions and measurable iteration into a single operating model. AI tooling accelerates each step while keeping human judgement at the decision points that matter.
View framework (pdf)
From strategy to shipped, faster.
Teams applying the framework move from ambiguous briefs to validated propositions with less friction: clearer opportunity mapping, faster prototyping, and delivery decisions grounded in evidence rather than opinion.
View prototype
Built with teams, not for them.
The framework takes shape in collaboration with the people who use it — through workshops, working sessions and live prototyping, so the operating model reflects how each team actually builds and ships.
Premium Category Layer SuperApp China
New Product Experience and VP for Mobility App.
Strategic Storytelling Workshop Shanghai
In April 2026 I led a workshop in how to land a message with impact & empathy.
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