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Most AI product problems rhyme with ones we've already solved. That pattern recognition is what turns a two-week scoping phase into a two-day one.
See how fast scoping can go
https://nucleusinstitute.com
Is that pattern recognition mostly you personally recalling similar past projects, or do you have an actual internal playbook or library of past scopes you pull from? Two very different businesses depending on the answer.
The network for creativity
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Creatives on Contra have earned over $150M and we are just getting started
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Day 12/30 of my hero section challenge.
Another day of prioritising the visuals and imagining a company that doesn't exist. I promise the next one is a tech brief with barely any imagery at all, I've leaned hard on beautiful photography for twelve days straight.
Concept: a mycelium materials company producing leather, packaging and foam grown from fungal networks. The design deliberately inverts the category's defaults; biotech branding tends toward dark, clinical and electric blue, so this one goes warm and botanical, with a subtle looping video of spores drifting and mushrooms emerging. The copy pulls hard the other way: plain, technical, B2B-direct, anchored by two concrete numbers instead of sustainability adjectives.
Twelve briefs across travel, food retail, personal branding, events, landscape architecture, pet services, hospitality, coffee, lighting, wellness, restaurants and now biomaterials.
12 down, 18 to go.
Built on the Viper template by Westhill Studio, adapted and customised by me.
Imagery and video generated with AI.
brilliant
Of course, AI now can do more than basic understanding of rough sketches or shapes, it is far beyond what the public frontier AI models we are able to access can even do, we are far too limited from the use if its full power, no complaints from me though, we should strive to support AI safety-measures to avoid catastrophe.
What do you guys use AI for?
AI Agents Web App Design
A scalable AI Agents Marketplace designed to help businesses discover, compare, and manage AI agents from one intuitive platform. Built with a clean SaaS experience across agent discovery, filters, ratings, pricing, agent builder, workflows, and responsive layouts.
Designed for AI startups, SaaS founders, and B2B product teams building the next generation of AI products.
Tools: Figma • Photoshop
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