Insights
Notes from the build.
Practical lessons on taking AI and software from prototype to production.
- AI strategy
Why AI pilots stall before production, and how to get past the demo
Most AI projects look convincing in a demo and then stall. Here are the five gaps between a prototype and a system real users rely on, and how to close each one.
Read article 6 min read - Voice AI
What it takes to build a voice AI assistant that feels natural
Real-time voice AI is mostly an engineering problem of timing. Here is how streaming, turn-taking and interruption handling make an assistant feel like a conversation.
Read article 7 min read - Case notes
Fighting counterfeit products with QR verification: lessons from building it
How a product authentication system works, from code design to scan tracking, based on the platform we built for sports nutrition brand Anatomy Sports.
Read article 6 min read
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