Legacy failures,
may be opportunities in the Agent era

Primary cause: Manual service costs consumed the margin

Vertical farming using AI and robotics to grow pesticide-free produce with 99% less water and land than traditional agriculture.

核心死因是人工服务成本与人力规模约束，Agent 可承接咨询、客服与交付环节，原成本结构显著改善。

Primary cause: Capital burn and competition squeezed cash flow

App-based bike-sharing solving China's last-mile transit problem during the 2016-2017 shared mobility boom.

死于资本消耗、巨头竞争或融资断裂，Agent 改善执行成本但难以对抗资本密度与平台竞争。

Primary cause: Data acquisition and processing costs ran too high

Democratized genetic testing through $99 mail-in kits, turning ancestry and health insights into a viral consumer product during the genomics cost revolution.

数据获取与整理是主要成本，Agent 能降低处理成本，但数据源合规与时效性仍需人工把控。

Primary cause: Acquisition cost exceeded customer lifetime value

Live online English lessons connecting North American teachers with Chinese children through gamified small-group classes.

死因集中在获客成本与流量竞争，Agent 只能降低内容投放成本，核心获客约束未被消解。

Primary cause: Acquisition cost exceeded customer lifetime value

China's $15.5B EdTech giant offering AI-powered K-12 tutoring to 400M users, capitalizing on exam pressure and parental anxiety.

死因集中在获客成本与流量竞争，Agent 只能降低内容投放成本，核心获客约束未被消解。

Primary cause: Capital burn and competition squeezed cash flow

Dockless bike-sharing via smartphone app, expanding from Hong Kong to Europe with pay-per-ride model at $0.50 per 30 minutes.

死于资本消耗、巨头竞争或融资断裂，Agent 改善执行成本但难以对抗资本密度与平台竞争。

Primary cause: Capital burn and competition squeezed cash flow

P2P rental marketplace for consumer goods in China, monetizing idle assets during the sharing economy boom (2014-2024).

死于资本消耗、巨头竞争或融资断裂，Agent 改善执行成本但难以对抗资本密度与平台竞争。

Primary cause: Manual service costs consumed the margin

Online marketplace connecting Chinese K-12 students with premium tutors for live 1-on-1 and group sessions, democratizing access to top educators.

核心死因是人工服务成本与人力规模约束，Agent 可承接咨询、客服与交付环节，原成本结构显著改善。

Primary cause: Manual service costs consumed the margin

The bank that 'got' startups—specialized in venture debt, equity comp, and burn rates when traditional banks saw only risk.

核心死因是人工服务成本与人力规模约束，Agent 可承接咨询、客服与交付环节，原成本结构显著改善。

Primary cause: Capital burn and competition squeezed cash flow

China's first major fresh produce e-commerce platform with end-to-end cold chain logistics, backed by $900M from Alibaba and Goldman Sachs.

死于资本消耗、巨头竞争或融资断裂，Agent 改善执行成本但难以对抗资本密度与平台竞争。

Primary cause: Acquisition cost exceeded customer lifetime value

China's first major online education platform offering language learning and K-12 courses to 190M users through freemium model.

死因集中在获客成本与流量竞争，Agent 只能降低内容投放成本，核心获客约束未被消解。

Primary cause: Manual service costs consumed the margin

The 'Twitch of China' backed by a billionaire's son, promising to turn gaming from parental shame into legitimate career gold.

核心死因是人工服务成本与人力规模约束，Agent 可承接咨询、客服与交付环节，原成本结构显著改善。