I don't think AI will make your processes go faster
3 days ago
- #AI in Process Optimization
- #Software Development Bottlenecks
- #Requirements Documentation
- AI is often seen as a solution to speed up processes, but this expectation is unrealistic without addressing underlying issues.
- Process optimization exercises tend to be simplistic and may misunderstand the real bottlenecks, as highlighted by classics like 'The Toyota Way' and 'The Goal'.
- In software development, the main slowdown is often not the coding itself but upstream activities like understanding vague requirements and clarifying feature details.
- AI-generated code can produce results quickly, but it requires extensive handholding and detailed documentation to ensure correctness, shifting the bottleneck to requirement specification.
- To truly speed up processes, focus on providing predictable, high-quality inputs to bottlenecks, ensuring that workers have all necessary means to perform their tasks efficiently.