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4 min read
AI as an interface layer
Where AI can reduce friction inside real products and where it just adds noise.
Useful AI starts with a workflow
The strongest AI features do not begin with a model. They begin with a repeated task, a painful handoff or a decision that needs better context. The model is only one part of the system.
Keep humans in control
AI should help users move faster without hiding important decisions. Good product design makes the system state, confidence and next action visible enough that the user can trust the flow.
Design the boring parts
Prompts matter, but so do permissions, logging, fallbacks, error states and handoff to human support. That operational layer is what turns a demo into a product feature.