Why the teams shipping production AI fastest are the ones obsessed with the basics Everyone's talking about AI. Not everyone's getting value. We've seen the pattern repeat: impressive demos that never reach production. Innovation theater that checks a board-mandated AI box. Black box systems that teams can't debug six months later. Unoptimized LLM calls burning $10K+/month without delivering proportional business value. The challenge isn't building with AI—it's knowing how to

There are many reasons to seek the assistance of an outside consulting firm. The most common reasons we see are: You have too much on...