How to Choose the Right AI Engineering Partner

The market for AI services has exploded. Every consultancy now offers "AI solutions." How do you tell the difference between a partner who will deliver results and one who will burn through your budget?

Look for production experience

Building an AI demo is relatively easy. Building a production system that handles edge cases and scales reliably is entirely different. Ask about systems they've deployed and maintained, not just proofs of concept.

Specialization matters

AI is a broad field. Look for partners whose technical depth aligns with your specific needs. Ask what types of AI systems they build most often.

Understand who does the work

In many larger consultancies, the senior people who pitch are not the people who build. Ask explicitly: who will be writing code on my project?

Evaluate the process

A good partner should clearly explain their process for going from problem definition to production deployment. Vague answers are a red flag.

Start small, then scale

The best partnerships start with a scoped pilot. Any partner worth working with should be comfortable with this approach.