Industry Notes

Welcome to Wakeel AI: why I started this

After 14+ years in contracting, I've started writing publicly about AI. Here's why this space exists, what it is, and what it isn't.

Lotfy24 April 20263 min read
Construction workers on site at dusk
On this page

I wasn't planning to start a website. I was planning to take a few notes.

Over the last couple of years, I've watched something interesting happen in the contracting industry across the Middle East. AI moved from a buzzword on LinkedIn into a thing people quietly started trying — late at night, on their laptops, with one eye on whether it actually works. Most of those experiments aren't shared. The wins stay private. The failures stay private too. And what gets posted publicly tends to be either pure hype or pure dismissal, with very little in between.

This site is my attempt at the in-between.

What this is

Wakeel AI is a working blog, not a company. It's a place where I share what I learn as I work with AI in my own corner of the contracting world. Some of that ends up as articles. Some of it ends up as small free tools that anyone can grab. Some of it ends up as honest write-ups of things I tried that didn't work — because those are usually the most useful posts to read, and the rarest to find.

If you're a contractor, an engineer, a project manager, or just someone who works around buildings and is curious about AI, this is meant for you.

What this isn't

It isn't a service. There's nothing to buy here. I'm not running a consultancy on the side. I might do client work eventually, but that's down the road and won't change what's published on this site.

It isn't a product launch in disguise. The free tools really are free. The articles really are written for readers, not for ranking on a keyword.

It isn't a place for hype. AI is genuinely useful for some things in contracting today and genuinely useless for others. Both of those facts will get equal airtime.

Why now

A few reasons.

The first is that my own learning has compounded enough that writing it down is starting to help me as much as it might help anyone else. Explaining a thing forces you to actually understand it.

The second is that the regional industry — Saudi Arabia, the GCC, Egypt — has its own context that English-language tech blogs don't cover. The compliance landscape, the way subcontractors operate, the role of WhatsApp groups in coordinating sites, the pace at which decisions actually get made: these matter, and the generic AI guides on the internet skip past them.

The third is that data privacy in this industry is going to be a much bigger story than people realise. Project files, client lists, internal pricing — pasting these into the wrong AI tool can quietly cause a lot of damage. I want to keep talking about that, loudly and often.

What to expect from here

A few articles a month, give or take. Tools and templates as they get built and tested. The occasional case study, anonymised. And a steady stream of notes from data security, because the more I dig into it, the more I think it's the part most people are getting wrong.

If any of this resonates, the best thing you can do is bookmark the blog, try the free tools, and reach out. I read every message that comes through, and conversations with other people in the industry are honestly the best part of this whole project.

Thanks for being here.

Lotfy

Engineer · Contracting · Riyadh, KSA

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