Clarity before canvas.

Visual identity and communication systems designed end to end in Figma and Adobe Creative Cloud, translating client goals into on-brand digital and print-ready assets.

Underneath that sits structured content and information design — semantic architecture and content strategy — which took one client's Google Business Profile to 3,210 profile views and 483 search appearances over six months.

And I documented the studio's design and communication workflows well enough to train a volunteer operator on them, doubling delivery capacity without adding headcount.

The interface surfaces calibrated uncertainty instead of an answer. Node weight is confidence; edges are the claims each agent used to get there; the whole thing streams over SSE as the research runs.

Where both agents reach a claim neither can settle, it stays marked contested — you see the disagreement rather than an average of it.

Designed and built end to end. Next.js, React, GPT-4o, Exa Neural Search.