What an AI integration actually costs a 30-person UAE startup - and what you get for it

The range is AED 15,000 to AED 40,000.

That is a wide band on purpose.

The price is not determined by team size alone. It depends on the complexity of your operations, how distributed your institutional knowledge is, and how urgently the problem needs to be solved.

For a 30-person UAE startup, that distinction matters.

Two companies can have the same headcount and completely different AI integration problems. One has a clean product, a small leadership group, and decisions captured in a few places. The other has knowledge split across founders, sales, product, support, offshore development, and three unofficial WhatsApp threads.

Those are not the same engagement.

What you are not paying for

You are not paying for a tool license.

You are not paying for a set of prompt templates.

You are not paying for a half-day training session on how to use ChatGPT better.

Those things exist. They are cheap, and they can be useful in a narrow way. They do not solve the long-term problem.

The deeper issue is orientation. Your AI knows nothing about your product decisions, team constraints, terminology, standing priorities, and previous tradeoffs unless someone has built a structure that gives it access to that context.

Every session starts from scratch, and the output is generic because the input is generic.

The AI Integration Workshop addresses the foundation: mapping your operations, locating where institutional knowledge actually lives, and building the architecture that lets AI navigate it reliably.

The four phases

Discovery. This happens before anything is prepared. I map how the team works: where decisions get made, where knowledge is held, where AI is currently being used, and why the output is inconsistent.

Research. The preparation is specific to what discovery reveals. Three to five days. The workshop design is custom, not a template with your company name inserted.

Workshop. Half day or full day, live with your team. This is where implementation happens. Your team builds the orientation layer in the session. I guide the thinking.

Follow-up. One session after the team has used what was built. We validate what is working, fix what is not, and answer the questions that only appear through practice.

What the team walks away with

Four things matter.

A mapped knowledge base AI can navigate. Not a documentation library. A structured index of decisions, constraints, terminology, and active context. Built for retrieval, not reading.

A repeatable workflow that holds context. The team learns how to interact with AI in a way that maintains orientation across sessions, across people, and across time.

Diagnostic instinct. The team gets better at knowing when AI is failing because the model is wrong versus when it is failing because orientation is missing. Most teams currently blur those two problems together.

A shared mental model. The team aligns on what AI is for, what it is not for, and what good output looks like in their context.

That last one often creates the most unexpected value.

What determines the price

The lower end, AED 15,000 to AED 20,000, typically fits teams with relatively consolidated knowledge, clear operational context, and a half-day workshop structure.

The upper end, AED 30,000 to AED 40,000+, fits teams where knowledge is genuinely distributed across departments, geographies, and people who hold critical context informally.

That usually means a full-day workshop, a more complex research phase, and a deeper follow-up.

Pilot pricing is available for teams that want to validate the approach before committing to a full engagement.

Why six to eight per year

The AI Integration Workshop runs six to eight times per year.

That is not a scarcity tactic. Quality requires preparation that cannot be compressed without damaging the work.

The discovery call is real, the research phase is real, and the custom workshop design is real.

If I run too many of these, one of those things gets cut and the output gets worse.

I would rather do fewer of them properly.

How to find out where you land

Start with a 15-minute scoping call.

I will ask about your team, your operations, and where AI is currently failing you. By the end of the call, you will know which range applies and whether the engagement makes sense.

The AI Integration Workshop is where teams stop re-explaining their product to their own tools and start building something that compounds.