AI agents
Software that carries a task from start to finish: reads the request, checks your systems, takes the action, and hands over to a person when it is out of its depth. Every step it takes is logged, so you can see why it did what it did.
We build machine learning models and AI agents that plug into the systems your business already runs on. Trained on your data, working in Arabic and English, and answerable for what they get right and wrong.
Six things we are asked for most often. Most projects combine two or three of them.
Software that carries a task from start to finish: reads the request, checks your systems, takes the action, and hands over to a person when it is out of its depth. Every step it takes is logged, so you can see why it did what it did.
Forecasting demand, scoring leads, spotting anomalies and classifying records, trained on your own history rather than a generic dataset. You get the numbers on how well it performs before it goes anywhere near production.
Invoices, contracts, receipts and identity documents turned into structured records your systems can use. Handles Arabic and English, printed or scanned, including the photographs people take on their phones.
Assistants on WhatsApp or your website that answer from your own documents and data instead of improvising. When they do not know something they say so and pass the conversation to your team rather than inventing an answer.
Counting, inspection, presence detection and recognition from cameras or uploaded photos. Useful where someone is currently checking things by eye and the volume has outgrown them.
The part that decides whether any of the above earns its keep: models wired into your ERP, CRM or WhatsApp, hosted properly, access controlled, monitored, and retrained as your data shifts underneath them.
AI projects fail most often because nobody agreed what success meant. We settle that first, in writing, before any model is trained.
We look at your data and the decision you are trying to improve. You get a written scope, a measure of success both sides agree on, and a straight answer on whether AI is the right tool at all.
A working model or agent running on your real data, scored against the measure agreed in discovery. If it does not clear the bar, you find out here, not after paying for a full build.
Hardened, integrated with your systems, access controlled, and deployed where your team already works, so nobody has to learn a separate tool to get the benefit.
Monitoring for drift, retraining as the data moves, and a documented handover. Your team can run it without us if you would rather, and we think that is the right way round.
Everything needed to run, audit and change the system after the project closes.
Plenty of problems are solved better by a rule, a form, a fixed report or a tidier process, and they cost a fraction of a model to build and almost nothing to maintain.
If that is what your case needs, we will tell you during discovery rather than after the invoice. A cheaper thing that works beats an impressive thing that does not.
Chosen per project. Open-weight models run on your own servers when the data cannot leave the building; hosted models when speed to launch matters more.
Tell us what the work looks like today and who does it. We will tell you whether a model would help, and what it would take.
