2026，智能体的故事也就不再是概念与想象，而是会落到更具体的产业结果上：软件交付周期缩短、客服与运营成本结构改变、数据分析与报表生产方式 重写，以及一批围绕安全、合规、集成与治理的新供应链机会加速成形。 2026，AI 或将成为真正的生产力，而智能体，是企业把这种生产力装进生产系统的那把扳手。 数据具体展示了这一转变。根据我们的研究，超过一半的组织（57%）目前已在多阶段工作流程中部署智能体，其中 16% 的组织已进一步推进到跨多个 团队的跨职能流程。2026 年，81% 的组织计划着手更复杂的使用场景 ——39% 的组织将为多步骤流程开发智能体，29% 的组织将在跨职能项目中部署 智能体。 鉴于过去 12 个月内智能体编程的发展，如今近 90% 接受调查的组织使用人工智能辅助编程也就不足为奇了。 各组织报告称，人工智能智能体在整个开发生命周期中节省了更多时间 —— 从规划和构思阶段（占 58%）到代码生成、文档编写、测试和审查阶段（均 占 59%）。 这种影响也远远超出了软件开发的范畴。在工程领域之外，影响力最大的用例包括数据分析和报告生成（占 60%）以及内部流程自动化（占 48%），有 56% 的受访 ...

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Core Insights - Donovan Jones is an IPO research specialist with 15 years of experience in identifying high-quality IPO opportunities [1] - He leads the investing group IPO Edge, which provides actionable information on growth stocks through various resources including IPO filings, previews, calendars, and a comprehensive guide to IPO investing [1] Group 1 - IPO Edge offers a database of U.S. IPOs and tracks upcoming IPOs, providing investors with essential information throughout the IPO lifecycle [1] - The group aims to assist investors from the filing stage to listing, including quiet period and lockup expiration dates [1]

Summary of the 2026 Asia EM Equity Outlook Conference Call Industry Overview - Focus on Asia Emerging Markets (EM) equity outlook for 2026 - Emphasis on macroeconomic uncertainty and market risk management Key Points and Arguments 1. **Market Risk Positioning**: - Recommendation for tight market-risk positions against benchmarks with a slight preference for Japan over other emerging markets in 2026 [14][22][26] 2. **Stock Selection Strategy**: - Emphasis on stock selection through GEM, APxJ, China, Japan, and Thematic Focus Lists to generate alpha amidst macro uncertainty [14][22] 3. **Earnings and Valuation Targets**: - Raised base case targets while highlighting a wider bear to bull spread; moderate optimism on China with an equal-weight recommendation [14][26] - Specific earnings per share (EPS) targets for Japan's TOPIX index: ¥185 (+9%) for F3/25, ¥198 (+7%) for F3/26, and ¥225 (+14%) for F3/27 [26] 4. **Regional Allocations**: - Small overweights in India, Brazil, UAE, and Singapore; underweights in Saudi Arabia, Indonesia, and Taiwan [14][22] - Core overweights in Financials, Consumer Discretionary/E-commerce, and Industrials; underweight in Energy and Materials [14] 5. **Market Performance Rankings**: - Historical performance rankings indicate Japan, Hong Kong, and India as top performers in various years, with significant fluctuations in other markets like Brazil and China [18][19] 6. **Valuation Metrics**: - Forward P/E ratios forecasted: 15.0x for Japan, 13.0x for EM, and 12.7x for China [36] - Consensus EPS trends show positive revisions for Japan and China, with EM moving to neutral [32][34] 7. **Market Index Targets**: - MSCI EM index target set at 1,800 for December 2026, with a current price of 1,372 [26] - TOPIX index target set at 4,250 for December 2026, with a current price of 3,300 [26] Additional Important Insights - **Earnings Revision Breadth**: Positive for Japan and China, indicating potential upward momentum in earnings forecasts [32] - **Active Allocations**: Current active allocations show a preference for Japan and India, with adjustments in Taiwan and Saudi Arabia [38] - **Long-term Structural Trends**: Expectation of an extension of the post-2013 structural uptrend for the TOPIX index [22] This summary encapsulates the critical insights and recommendations from the conference call, providing a comprehensive overview of the Asia EM equity outlook for 2026.