November 10, 2025

6 proven lessons from the AI projects that broke before they scaled

person writing on printing paper
Amélie Mourichon / Unsplash

Companies hate to admit it, but the road to production-level AI deployment is littered with proof of concepts (PoCs) that go nowhere, or failed projects that never deliver on their goals. In certain domains, there’s little tolerance for iteration, es...