Your AI product isn't failing because the model is bad. It’s failing because people don't know wh...Your AI product isn't failing because the model is bad. It’s failing because people don't know wh...
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Your AI product isn't failing because the model is bad. It’s failing because people don't know when to trust it, how to use it, or why it matters. Most AI teams are obsessed with shipping features.
Very few are designing for adoption. That's the gap.
Over the past year, I've refined a Human + AI Product Design Process that combines AI-powered workflows with human-centred UX thinking.
The goal isn't to create more screens. It’s to build products that people understand, trust, and actually use. The framework covers:
🔍 Discover the right problems🎨 Design intuitive human-AI interactions📈 Improve continuously using real user behaviour. AI builds features and creates adoption.
I've shared the complete process in the infographic below. If you're building an AI SaaS product and users aren't adopting it the way you expected, this framework may help you rethink your approach.
What has been your biggest challenge—building AI or getting people actually to use it?
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The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started