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Design alpha for hard systems.

A trading terminal for the parts of Marco's career that appreciate under pressure: product judgment, prototype velocity, enterprise UX, AI-native tools, and taste when the market is noisy.

PDX+20 yrs
AI native+84.6%
Generic UX-62.1%
Prototype speedhalted up
Capability indexlive
Design systems index91.4

Material fluency, enterprise component logic, typography, state, density, and multi-surface consistency.

AI behavior index88.7

Assistant-era experience, memory tools, voice rituals, AI education, and product patterns for model-powered software.

Commerce clarity index94.2

Checkout, wallet, cart, account, merchant systems, and operational flows where confusion has measurable cost.

Prototype liquidity99.1

Ability to convert a vague product bet into something stakeholders can touch, critique, and improve.

Analyst note: why the chart climbs

Marco has repeatedly worked near the edge of new product behavior: broadcast interactivity, early assistant UX, high-scale commerce, and now AI-native tools. The compounding value is not one skill; it is the habit of making the unknown usable.

Risk note: generic UI exposure

The largest risk in AI-assisted product work is median taste. The hedge is strong framing, unusual references, and a designer willing to reject polite-but-boring output until a real concept appears.

Watchlist: independent lab

My AI Diary, WatchGPT, Human Actually, visualizers, games, and utility experiments show the same pattern outside enterprise walls: small products that make AI feel more specific and human.