Product photograph: a laptop showing several candidate interface layouts side by side with one selected, and a tablet beside it showing that layout resolved into a full workspace.

04Applied AIOlytoma LLC

Dynamic Software Interfaces

Per-user UI, composed from governed parts


A generative interface layer that composes a per-user workspace over the apps you already use — from a governed component set, not free-form generation.

Propose and pick

Your agent proposes a handful of candidate layouts, assembled at runtime. You pick one, and it converges on a workspace built around how you actually work rather than around the average of everyone who bought the software.

Governed composition

Composition draws only from an approved, guardrailed component library. This is the disciplined form of generative UI: the layout is generated, the parts are not, which is what separates a workspace that can be trusted from a screen that was invented a moment ago.

Acts in place

The layer acts inside existing apps through an MCP tool layer. Nothing has to be migrated and nothing has to be replaced — the interface changes without the system of record changing underneath it.

Learns

Preferences accumulate into a per-user interface over time. The durable asset is not any single layout but the model of what this particular person wants a screen to do.