
From prototype to enterprise AI success: bridging the gap with strategic Generative AI
Pablo Romeo
Co-Founder & CTO
Bridging the gap between a Generative AI prototype and an enterprise AI solution demands more than technical tweaks: it requires a disciplined, strategic approach. This first article in a three-part series unpacks the real work behind moving from a promising demo to a production-grade system, focusing on fine-tuning, grounding, and robust guardrails. If you’re aiming for scalable, reliable AI that delivers measurable business value, you’ll want to know what’s beneath the surface of “it works.”