Maintain end-to-end market model for SoC processors and AI accelerators, covering market share, forecasts, bottom-up analysis by player/product, Silicon IP, design supply-chain, foundry/wafer demand, AI xPU performance, power demand, and token economics, extending into fabless, foundry, OEM, and hyperscaler segments. The incumbent owns the development and continuous refinement of TechInsights' proprietary Compute AI model - a unique synthesis of teardown, reverse-engineering, costing, and market intelligence data designed to position TechInsights ahead of peers and provide unmatched visibility into the AI compute supply chain.