Carmel .

Engineering & Infrastructure

5 min

Carmel .

Managing AI Development Projects: Timelines, Risks, and What's Different

Imagine you are three weeks away from a major product launch. The frontend is sleek, the APIs are lightning-fast, and the stakeholders are already popping champagne. But at the center of your architecture sits a "Black Box"—a machine learning model that worked perfectly in the lab but is currently returning 40% accuracy on real-world data.