AI Factory
A studio building AI-native products and automation for operators — from internal ops systems and CRMs to full client platforms. The place where the operator’s instinct becomes shipped software.
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I’m Shakil Mahmud, a founder and product builder. For the last decade I’ve worked at the operational core of fast-scaling companies — and now I build the software and AI systems that run them.
I started in the field, scaling operations for foodpanda, Uber, Shohoz, and Shuttle: onboarding thousands of partners, tightening fulfilment, and learning exactly where businesses break.
Today I run AI Factory — turning that operator’s instinct into AI-native products, full-stack platforms, and automation that ship fast and earn their keep.
I start from the problem, not the tech. I look at a business the way its users and operators do first — what actually slows them down — then design the system that removes it.
I build end to end: product and brand design, full-stack engineering, and the AI layer on top. One person, one accountable line from idea to shipped.
My job isn’t just to make things look good — it’s to make them work, measurably, in the real world.
I don’t chase trends; I use them when they earn their place. The goal is always something distinctive — something people actually remember and want to use.
Every project, big or small, gets the same care: thoughtful, well-crafted, built to last.
And speed is a feature. Taste plus velocity beats either one alone.
A studio building AI-native products and automation for operators — from internal ops systems and CRMs to full client platforms. The place where the operator’s instinct becomes shipped software.
→ Learn more →
A startup-evaluation platform that runs deep, structured diligence on early-stage companies — research, scoring, and a clear verdict. Live now.
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An agentic system that plans, builds, and ships software with a human in the loop — the engine behind this very site, and behind Nova, its AI secretary.
→ Ask me about it →AI systems, full-stack products, and automation for teams that want to move fast.