Daniyal Malik
I build production GenAI systems that ship — RAG, voice AI, and multi-agent pipelines. Not demos.
Founder of Preamble. Co-architect of OO7 AI — 2.4M calls. 40K+ users at BUPA. 7+ years in production. AWS Certified Generative AI Developer — Professional ↗
// what I build
From “can AI even do this?” to a system running in production.
// free · 2 minutes
Not sure where your business stands with GenAI?
Six questions, an instant scorecard across the five things that decide whether a build ships — and exactly where to focus first.
// on the work
Most engineers prototype AI. I architect it for production.
Multi-tenant SaaS, multi-agent pipelines, voice AI with 13 live mid-call tools, document intelligence that cites to the character. Built on AWS, observable with Prometheus, running now. Not in a notebook.
// the lab
This is one practice of a bigger build — Dan's Lab.
Where I turn production AI and design into products. Two practices are live today — GenAI consulting, and a design studio that makes interfaces people can't stop poking. Step inside ↓
// the system I build
Every system I ship comes down to six pieces.
Pick the one you're wrestling with. It loads that question into my AI twin — you read it, then hit send when you're ready. Nothing fires on its own.
NEW · AI TWIN
Talk to my AI twin — anytime.
It's an AI clone trained on how I actually think about production GenAI — RAG that cites its sources, voice agents, multi-agent architecture, and the AWS it runs on. Ask it anything you'd ask me on a scoping call.
Can't get on my calendar today?
Can you build a RAG system that won't hallucinate?
That's the core of what I shipped for OO7 AI — 2.4M calls, every answer verified to its source page. No hallucination passes silently. Want the architecture?
// field notes
all writing →