What's one mistake developers make when building cost-efficient AI apps?

This video from Microsoft's Budget Bytes series explains a common pitfall in AI application development: over-focusing on model optimization while neglecting system design and data architecture. The core insight is that giving AI models proper data and context leads to better reasoning and results than constantly tweaking prompts or swapping models. Targeted at developers building production AI applications who want to optimize for both cost and performance.