CASE STUDY

Public AI Lab Layer

How Solarfans presents local AI OS capabilities as a public-safe product surface.

Command Center Agents Knowledge OS Trading OS Status

Public surface

This page is now rendered through the unified TALOS reader shell. The route remains available for continuity, but the presentation follows the same AI OS design system as the main pages.

Problem

Make capability legible

Turn local workflows into readable public product pages.

Solution

TALOS shell

Use common IA, navigation, metadata, and visual system.

Boundary

No private internals

Publish capability outcomes, not control-plane secrets.