Most companies get burned by AI agencies because they evaluate on portfolio and price, not process and ownership.
Hiring an AI development agency is not like hiring a design studio or a marketing firm. The output is infrastructure it runs in production, handles real data, and either works when you need it or doesn't. Getting that choice wrong is expensive, disruptive, and often hard to reverse.
The agency evaluation process is broken. Most buyers look at case study slides, check a few LinkedIn profiles, and compare day rates. None of those signals tell you whether the agency writes production-ready code, who owns the IP when the engagement ends, or how they handle the messy realities of a live AI system six months post-launch.
This guide gives you the exact questions to ask, the red flags to walk away from, and a direct look at how Axonari answers each one.
The three things most agencies can't clearly answer but should.
7 Questions to Ask Before You Sign
Ask every agency on your shortlist these seven questions. Their answers and how quickly and confidently they give them will tell you more than any case study.
Red Flags to Watch For
Some signals are clear enough that they should end the conversation before it progresses further.
Understanding Pricing Models
How an agency prices work shapes the incentives on both sides. Understanding the three main models helps you choose the structure that fits your project type.
The pricing model matters less than whether it aligns incentives. Fixed-price works when scope is honest. T&M works when trust is high. Retainer works when the relationship is proven.
How to Evaluate a Proposal
A good proposal does more than list deliverables and a price. It demonstrates that the agency understood your problem, thought through the architecture, and has a plan for handing over something you can actually operate. Look for these five elements:
How Axonari Answers These Questions
We hold ourselves to the same standard we ask clients to apply to every agency they evaluate. Here is how Axonari answers each of the seven questions directly.
Want to Ask Us These Questions Directly?
Book a 30-minute call with Axonari. Bring your shortlist questions, your requirements, and your scepticism. We'll answer all of it.
Key Takeaways
Related services
Ready to Choose the Right AI Agency?
Talk to Axonari. We'll walk you through exactly how we work, show you real systems we've built, and help you evaluate whether we're the right fit no sales pitch required.