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AI/MLFebruary 22, 20267 min read

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.

UK
Usman Khan
Founder & Lead Engineer

Every startup wants to add AI to their product. But most AI features fail not because the technology is bad, but because nobody stopped to ask whether the user actually needed it.

At Relnov, we developed a simple framework: before building any AI feature, we ask three questions.”

At Relnov, we developed a simple framework: before building any AI feature, we ask three questions. Is this task currently painful? Is the AI significantly better than the existing solution? Will users trust the AI output?

If any answer is no, we do not build it. This framework has saved our clients hundreds of thousands of dollars in wasted development time.

The best AI features are invisible. They make things faster, easier, or more accurate without requiring the user to learn anything new. That is the standard we hold ourselves to.

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