Field notes from real engagements — what worked, what I threw out, and the patterns worth stealing.
Every week, a full market analysis lands in the investor's inbox automatically — live prices, macro context, risk signals, and a clear recommendation per position. Here is how the workflow is built.
AI can generate content fast. The problem is quality control at scale. Here is how I built a three-stage human-in-the-loop pipeline that keeps humans in charge of every decision while removing all the manual bottlenecks.
AI agents are not tools anymore. They are workers. Here is what that shift means for business and why the companies that move now will have a real edge.