
HR records and approvals at BMA
Recruitment, training and manager reviews, with a record of each decision.
I’m Hussien Ayad. I help business owners decide where AI fits
and build software around problems worth solving.
Selected projects. The actual work.
Everyone is talking about AI.
The harder question is:
what is it useful for here?
Start with the work people do.
Look at the decisions, details and limits.
Sometimes AI is the right tool.
Sometimes a simpler fix is better.
Understand first. Choose the tools second.
I work through the problem with you,
then build and test a focused solution.
Clear scope. Real examples.
Decisions you can explain.
Start small enough to test. Build on what works.
Show me how the work happens, where it breaks and what needs to change.
I work with software engineers to build, connect and test the agreed solution.
Try it with the people who use it, document it and agree what support is needed.

Recruitment, training and manager reviews, with a record of each decision.

An online bookshop, bulk catalog imports and answers to customer questions.
Product details prepared for import, with an owner review before publishing.

I’m based in Lebanon. I work through real business problems, build with software engineers and share the decisions and lessons along the way.
More about meStraight answers before we talk.
An approval that stalls, information copied between tools, or a customer question you keep answering. We define the problem first, then decide whether it needs AI, automation or simpler software.
You work with me on the problem and the decisions. I build alongside software engineers, with an agreed scope and clear responsibilities for each project.
I start with the tools you already use. I’ll explain what can stay, what needs to connect and whether replacing anything is worth it.
We agree testing, documentation, handover and any support before building. You should know what you’re getting and who handles the next step.
I can give you a useful estimate once we understand the scope, the tools involved and what needs testing. The plan is agreed before building.
Describe one example of the problem, who deals with it and what you’ve already tried. Everyday language is enough. The short form helps me prepare for the call.
Tell me what’s happening today.
We’ll work out whether I can help.