CLASSIFIED · ALPHA · v0.1

Personal fashion
intelligence.

MarcusAI is a multimodal agent that learns your taste, searches the live web, and renders products on you before you buy.

[ FEATURES ]

PERSONAL MEMORYLIVE PRODUCT SEARCHVIRTUAL TRY-ONMULTIMODAL INPUTINJECTION GUARDRAILSFULLY TRACED

[ CAPABILITIES ]

Engineered for taste, built for scale.

Six subsystems working in tandem. Each one independently observable, replaceable, and traced.

PERSONAL RAG

Memory that learns your taste

Per-user vector index. Your style, sizes, brands, past picks — all retrieved contextually before every response.

LIVE TOOLS

Real product data, real time

Live web search, product discovery, and interactive browsing. The agent picks the fastest path for every query.

VIRTUAL TRY-ON

See it on you before you buy

Upload a photo and see any recommended garment rendered on you, inline, before you commit to buying.

MULTIMODAL

Text · Image · Voice

Drop a screenshot, dictate a request, or paste a URL. Marcus understands all three and returns structured product cards.

GUARDRAILS

Hardened against injection

Multi-pattern prompt injection detection across the full conversation. The agent stays in scope, always.

TRACED

Observability built-in

Every reasoning step and tool call is fully traced. Iteration without guesswork.

Ready to meet your stylist?

No setup. No friction. Open the agent and start a conversation.

Launch MarcusAI