FDE×Harness -- Shifting from Model Capability to Enterprise-Scale Deployment

The real bottleneck for enterprise AI is no longer model capability, but whether AI can be stably embedded into core business processes. According to the latest research report from Guotai Haitan analysts, the synergy between FDE (Field Deployment Engineers) and the Agent runtime system Harness is becoming a key path to large-scale implementation—the former converts on-site experience into reusable assets, while the latter ensures stable execution of intelligent agents. The value chain is shifting from "whose model is stronger" to "who can deliver production systems, and who can reuse one experience in the next iteration."