Six systems I build for Lebanese hotels, agencies and founders. Each one replaces a specific piece of repeated manual work, runs in accounts you own, and is scoped and priced in the audit before anything is built.
Most AI solutions offered in Lebanon are either a large vendor's platform resold with local support, or a chatbot on your website. Both charge per seat or per month, and both ask you to change how you work to fit the product. For a small team that is usually the wrong trade.
What I build is narrower and more useful: one custom AI system per repeated task, designed around the tools you already use, deployed in your own Supabase and Vercel accounts, and measured by the hours it gives back. There is no licence. When the sprint is done the system is yours, the code is in your GitHub, and you can hand it to anyone.
If you are not sure which of these you need, start with the 48-hour audit: it ranks your repeated tasks by payback and comes back with a fixed price for the first build.
Six systems, each one scoped in the audit. The CRM, outreach and SEO/GEO pictures show builds already running for clients; the others illustrate the systems.
The problem. Reports arrive by email all week. Someone has to read and check each one, compile the company's own reports from them, and prepare invoices by hand.
What it does. An AI agent that lives in your company's email. It reviews the reports that come in, generates the reports your team and management need, and prepares and sends invoices from the same inbox. Anything unusual waits for a person to approve.
Stack: Your existing email account · Claude · Supabase · Vercel
The problem. Off-the-shelf CRMs cost per seat, do half of what you need, and nobody updates them.
What it does. A CRM built around how your team actually sells and delivers, with AI agents working inside it like members of staff: they keep records current, follow up on deals and prepare the next tasks. Your team sees every action an agent takes and can step in at any point.
Stack: Supabase (Postgres + auth) · Vercel · Claude for extraction and summaries
The problem. Someone spends afternoons finding leads, reading their websites, and writing first emails that mostly go unanswered.
What it does. An agent that sources leads against your ideal-customer profile, researches each one (site, socials, recent news), writes a personalised first message, sends it from your domain on a schedule, and logs replies into your CRM. You approve the sequence once; it runs daily.
Stack: Supabase · Vercel cron · Claude · your email domain (SPF/DKIM set up properly)
The problem. Competitor audits, keyword research and client briefs take a day each and are out of date a month later.
What it does. A pipeline that takes a client or competitor list and produces the brief: positioning, content gaps, technical SEO issues, and how each brand shows up in AI answers (ChatGPT, Perplexity, Google AI Overviews). Runs on demand or monthly, outputs a document your team edits rather than writes.
Stack: Supabase · Claude · search and crawl APIs · Google Docs/Notion export
The problem. Calls go unanswered at night, at weekends and whenever the front desk is busy with the guests in front of it.
What it does. An AI receptionist that answers your hotel's phone calls, responds to guests' questions and passes on anything that needs your team.
Stack: Your hotel's phone line · details scoped in the audit
The problem. A premium website usually means months with an agency, and the result is often either beautiful and invisible on Google, or optimised and forgettable.
What it does. A custom AI system that designs and builds high-end, motion-rich websites (layout, typography, 3D and animation) with the SEO built in from the first page. I used it to build this portfolio.
Stack: Claude Code · GSAP · three.js · Blender · Vercel
Almost every business I work with in Lebanon has fewer than thirty people. That changes what "AI solutions" should mean. You do not need a data lake or a transformation office. You need the three tasks that eat your afternoon handled by something reliable, and you need to see the hours come back within the first month.
What I do not recommend automating first: anything customer-facing that a mistake would embarrass you in, and anything you have not yet done by hand long enough to know the rules.
Yes, and it should. Your email, your phone line, WhatsApp, Google Sheets, Notion and HubSpot are the usual connection points. The system sits beside your tools and moves data between them; it does not replace them.
The systems run on Vercel and Supabase, so they keep working when your office does not. Scheduled jobs run on time whether anyone is at a desk; queued messages wait for approval and send when you are back online. Nothing depends on a laptop in Beirut staying on.
Outreach engines, SEO and GEO pipelines, and custom CRMs with AI agent employees. Agencies feel the payback fastest because the same work repeats for every client. See the selected work for the outreach engine and the CRM.
An AI receptionist that answers calls and responds to guests, and an email agent that reviews incoming reports, generates the hotel's reports and prepares invoices.
Custom CRMs, email agents and websites built by the website AI, for teams of two to ten. The consulting page explains how an engagement is scoped and priced.
Each system above is delivered as a fixed-price two-week sprint, scoped in a 48-hour audit so the price is known before work starts. Larger builds like a full CRM are two consecutive sprints. Publicly listed prices from other Lebanese providers range from about $2,000 for a basic chatbot to $25,000 and up for enterprise workflow automation; the consulting guide compares the bands.
A chatbot answers questions inside a chat window. An agent does work: it reads data, decides what to do next, takes actions in your tools, and reports back. Everything on this page is an agent or a pipeline. A chatbot is occasionally one component of a larger workflow, rarely the whole solution.
Sometimes. If you have a CRM, booking system or marketing platform with an API, I can build the agents that feed and use it. If the tool has no API and no export, the honest answer is that it will limit what is possible, and the audit will say so.
Claude for reasoning, extraction and writing, and whatever search, crawl or voice services the task needs. Models are swapped when a better one appears; the system is designed so that is a configuration change, not a rebuild.
The audit produces a scoped plan, not a demo. But the first sprint is built in your accounts from day one, so you watch it come together over the two weeks and can stop at any point.
Yes. Most clients are in Beirut and across Lebanon, but the systems are remote-first by nature and I work with teams in the GCC and with Lebanese founders abroad in the same way.