Muhammad Hasnat Akhtar

Building an AI app for one business is easy. Building it for many businesses at once is a different job. My ordering platform is live and runs many shops on one system. Each shop has its own menu, orders and customers, and no shop can ever see another shop's data. That...

Most AI projects don't fail at the idea. They fail right after the demo.

The demo works. Then real users arrive and there is no login, no billing, no error handling, and no way to see what the AI did yesterday.

That gap between demo and product is where I spend most of my time. I...

Most people use one AI chat for everything. I run my agency differently. I built a system where specialist AI agents work side by side. One researches, one builds and tests, and one reviews the work with fresh eyes. None of them can skip a step, because the rules are written as...

AI can write a blog post in seconds. The hard part is making sure it does not make things up.

So I built a content pipeline that researches, picks the topic, drafts the post, adds images and links, and then checks every fact before anything goes live. If a number has no source,...