腾讯研究院发布的产业演化分析报告认为，当前AI大模型及其应用产业处于"分化带"——一个从晚期流动期向早期过渡期移动的过渡阶段[1]。在这一阶段，产品分层仍保持开放性，但企业能力分化已经启动[1]。
该报告运用Utterback三阶段模型（流动期→过渡期→专门期）和Klepper能力差异复合理论进行分析[1]。其中，主导设计的出现被视为产业过渡的关键节点[1]。报告指出，企业间初期微小的能力差异会在竞争中指数级放大，而进入窗口的关闭会早于深度洗牌信号10-15年出现[1]。主导设计的形成受五个因素驱动：技术可行性、互补资产、规模经济、主导厂商推动和政府监管[1]。
基于数字时代产业演化速度比制造业快3-5倍的推断[1]，报告为AI产业提供了分层的时间坐标。协议层主导设计预计在2026-2028年浮现，产品形态层在2027-2029年，通用Agent层在2030-2032年[1]。同时，进入窗口关闭的时间预计为2026-2030年，其中前沿模型层将最先关闭[1]。深度洗牌则预计主要发生在2030-2035年，集中在前沿模型层[1]。
对于企业决策而言，报告认为企业留给自己的战略调整时间仅约2-4年，需在2028年前完成方向判断[1]。
Tencent Research Institute has released an analysis of the artificial intelligence industry's development trajectory, applying classical frameworks to assess where large language models and their applications currently stand.[1] The analysis employs two established industry evolution models—Utterback's three-stage framework and Klepper's theory of capability divergence—to map the sector's progression.[1]
According to the analysis, the AI industry is currently in a "differentiation zone," representing a transition between the late fluid phase and early transitional phase.[1] This stage is characterized by an open product hierarchy alongside the emergence of capability differentiation among enterprises.[1] The research identifies five key drivers of dominant design formation: technological feasibility, complementary assets, economies of scale, initiatives by leading manufacturers, and government regulation.[1]
The timeline projections suggest a compressed acceleration relative to traditional manufacturing sectors.[1] Extrapolating from digital-era industry evolution occurring 3 to 5 times faster than automotive manufacturing, the analysis estimates that dominant designs may emerge between 2027 and 2030, with major industry consolidation occurring between 2030 and 2035.[1] The window for market entry is expected to close between 2026 and 2030, with the frontier model layer closing earliest.[1] Breaking this down by technological layer, protocol-level standardization is projected for 2026 to 2028, product-form standardization for 2027 to 2029, and general-purpose agent standardization for 2030 to 2032.[1] The analysis suggests enterprises have approximately 2 to 4 years for strategic adjustment, requiring directional decisions to be finalized by 2028.[1]
