fig6

Figure 6. Detailed workflow of an end-to-end strategic analysis task. This figure illustrates the mechanistic workflow of Hydrogen-Agent using the SOEC technology analysis as a representative example. The process begins with the Cognitive Core planning the task. It then sequentially invokes (dashed arrows) its specialized toolset to orchestrate a multi-stage information gathering process, covering (a) academic literature, (b) corporate intelligence, and (c) policy and funding data. Each tool returns structured insights (solid arrows) to the Cognitive Core. After integrating and reasoning over this multi-source information, the agent synthesizes the findings to generate the final multi-section strategic report, complete with trend analysis and actionable recommendations. SOEC: Solid oxide electrolysis cell.