Useful AI disappears into the workflow
The strongest AI products do not ask users to admire a model. They help classify, understand or finish a task within clear boundaries.
Thoughts
What is changing in how products get built.
Short perspectives on applications, AI, platforms and the changing work of building digital products.
The app is becoming one interface among many
Mobile, web, administration and automation increasingly share the same services. System coherence matters as much as each screen.
Faster building increases the need for review
Generating faster moves risk toward forgotten states, permissions, data handling and launch readiness.
Continue with Apposphere.
Apposphere is Underlabs’ English-language editorial publication and archive, with long-form articles on app development, AI, product strategy and evolving platforms.