For leaders taking AI from pilot to production

Enterprise tech and AI, made clear.

Plain-English playbooks for taking AI from pilot to production: secure, governed and measurable.

By Sameh Khalid, Dubai-based enterprise AI architect.

The path

From pilot fog to production focus

Three pillars, one goal: AI that leaves the demo and earns its place in production.

01
AI Strategy & ROI
FogA great demo with no business case
FocusA use case tied to a number the board cares about
First post coming soon
02
Secure & Governed AI
FogSecurity and compliance bolted on at the end
FocusSecure, compliant and clearly owned from day one
First post coming soon
03
AI in Production
FogNobody owns it once the pilot ends
FocusRun, measured and improved every month
Read 1 post →

4 Oct 2026
Why I'm focusing on taking AI from pilot to production
Most AI pilots look great in the demo. Very few reach production. Here is what I keep seeing, and my commitment to leaders who want to fix it.
AI in Production1 min read

More on the way: a new playbook every week on LinkedIn and every month on YouTube.Follow on LinkedIn ↗

First video: 27 October

"Why most AI pilots never reach production, and the 5-step fix"

Get the weekly playbook on LinkedIn: short, plain English, built for leaders who need AI to work in production.

I advise leaders on AI strategy, pilot-to-production reviews and secure AI on Azure.