Building AI Features That Users Actually Use
Most AI features fail because they solve problems nobody has. Here is our framework for identifying where intelligence creates real value.
AI/MLFebruary 22, 20267 min read
New Reliability
Founder & Lead Engineer
Usman founded Relnov with a mission to deliver exceptional digital products with ruthless on-time delivery. As Lead Engineer, he architects complex full-stack solutions spanning React Native, Next.js, Node.js, and AI integrations. He is obsessed with product-market fit, honest scoping, and building AI features that users actually trust and use.
Most AI features fail because they solve problems nobody has. Here is our framework for identifying where intelligence creates real value.
It is not about working harder. It is about scoping honestly, communicating relentlessly, and building buffers into every sprint.