AI-orchestrated interfaces
Interfaces are shifting from static templates to predictive journeys that react to live interaction telemetry. Components can now update copy, visuals, and layout in real time without compromising branding or performance.
Start by layering recommendation APIs that learn from browsing behaviour, then invest in a component library that can be shaped by generative AI while monitoring Core Web Vitals as guardrails.
Personalisation budget
Tailored interface responses should render in under 40 ms to protect perceived speed.
Governance controls
Require two-step approval for every AI-generated UI change to prevent regressions.