How do I compare AI development agency proposals in Dubai without a technical background?

Why proposal comparison is harder in Dubai's AI market

The UAE has attracted a high volume of AI agencies — local, Indian, European, and US-based with Gulf offices — precisely because demand is strong and budgets are often larger than in other markets. That competition is good for buyers, but it also means you will receive proposals that vary wildly in scope, pricing structure, and what "AI" actually means in practice. A non-technical founder or COO can still cut through this with the right questions.

Five things to evaluate without writing a line of code

1. Proof of comparable work — not just logos

Ask for two or three case studies where the agency built something similar to what you need. Look for specific outcomes: users onboarded, processes automated, time or cost reduced. Generic logos on a website mean very little. If they cannot point to measurable results, treat that as a red flag.

2. Who owns the intellectual property?

This is critical in any market, and especially so in Dubai where contracts may be governed by UAE Commercial Companies Law or DIFC/ADGM frameworks depending on your entity. Confirm in writing that you receive full source-code ownership and that no proprietary vendor lock-in is baked into the architecture. Some agencies build on platforms you cannot later migrate away from — ask directly.

3. Milestone-based payment structure

A trustworthy agency will break the project into defined phases — discovery, MVP, iteration — each with a deliverable before the next payment is released. A proposal that asks for a large upfront lump sum with vague timelines deserves scrutiny. Milestone pricing aligns incentives; it means the agency only gets paid when they deliver.

4. The plain-language test

Ask each agency to explain, in one paragraph, what they will build and what problem it solves. If the answer is full of jargon or evasive, that is a communication problem that will haunt every sprint review. Good technical teams can explain complex systems simply because they understand them deeply.

5. NDA before any disclosure

Before sharing your business model, data, or existing systems, ask for a signed NDA. Agencies that hesitate or delay on this step are not worth continuing with, regardless of how polished their proposal looks.

A quick comparison checklist

Where CodeNicely fits

CodeNicely works with clients across the UAE and operates on an NDA-first, full IP ownership, milestone-based model — the same criteria listed above. Past work includes products like Vahak (800K+ trucks onboarded) and GimBooks (5M+ downloads), which give a concrete sense of delivery scale. If you want a benchmark proposal to compare others against, it is worth requesting a scoped estimate.