AI-first design adapts processes and products so AI can integrate as technology evolves, with minimal cost and disruption.
Start from value (“why” and impact), not from tool-shaped holes; then expand what process design can assume as AI shifts flexibility, collaboration, and expertise.
Three prerequisites: start with why, establish a digital foundation (non-digital → partial → full → AI-ready), create adaptable building blocks.
User agnosticism: design for humans, AIs, or both interchangeably so blocks stay adaptable as automation mix changes.
Sharpen competitive edge (distinctive capabilities today and how you expand them tomorrow). AI should strengthen the core, not generic edges.
Service as a Software (SeaS): treat core services as software-shaped information-and-decision pipelines; use the four-step
Information/Decision lens (how/what information; how/how executed decisions) to find where AI helps beyond automating only the decision step.
Principles from the chapter
An AI-first design adapts your organization’s processes and products so they can easily integrate AI as the technology evolves, all with minimal cost and disruption.
Some may complain about designing for AI, but it is a far better problem than designing around incompetence.
When analyzing the digital foundation of your products consider what invisible processes your users face.
The User Agnosticism Tenet states that products and processes should be designed for ease of use by humans, AIs, and a combination of both.
Competitive edge stems from the distinctive capabilities and resources you use to create value today, and how you plan to expand them tomorrow.
If you fail to apply AI to your core purpose through a Service as a Software mindset, you risk falling behind others who will.
For most organizations, the primary competitive edge stemming from AI lies in taking in information and transforming it into a decision that creates value.
Read the chapter for…
The Ken Olsen parable, McDonald’s digitization arc, full SeaS discussion, and the LuxCo customer-service walkthrough with the Information/Decision framework.