Most innovation doesn't fail because the idea was bad. It fails because organizations skip the cheap questions and jump straight to the expensive ones. This piece breaks down the six recurring failure modes we see most often, grouped by where in the journey they strike, and what buying down risk early actually looks like in practice.

Discover how organizations are transforming operations by integrating AI as a foundational element with OutSystems Developer Cloud. The article examines the evolution of AI Agents, their role in streamlining workflows, ensuring governance, and striking the right balance between automation and human oversight for sustainable business success.