Bottleneck Analysis and Solution Generation

Using Gemini 2.5 Pro with an adaptive reasoning budget, analyze the provided workflow description and the identified bottlenecks. Propose a detailed, step-by-step optimized workflow. For each optimized step, clearly state if it requires AI automation, MCP tool integration, or both, and provide an estimated impact on efficiency or error reduction.