Netic 创始人梅丽莎·塔克马克讨论她的公司如何利用 AI 处理暖通空调和宠物护理等基本服务的客户互动，取代传统的人工支持。
Melissa Takmack, founder of Netic, discusses how her company uses AI to handle customer interactions for essential services like HVAC and pet care, replacing traditional human-staffed support.
要点 · TL;DR
AI 能够运行现实世界企业中的关键任务工作流，而不仅仅是辅助消费者。 AI can run mission-critical workflows in real-world businesses, not just assist consumers.
像暖通空调和屋顶这样的基本服务具有复杂的运营需求，需要深入理解。 Essential services like HVAC and roofing have complex operational needs that require deep understanding.
私募股权的策略已从寻找宝石转变为利用 AI 创造实际价值。 Private equity playbook has shifted from finding gems to creating tangible value with AI.
核心观点 · Key points
AI 可以运行现实世界企业中的关键任务工作流，而不仅仅是辅助消费者。 AI can run mission-critical workflows in real-world businesses, not just assist consumers.
暖通空调和屋顶等基本服务的运营需求复杂，需要深入理解。 Essential services like HVAC and roofing have complex operational needs that require deep understanding.
为现实世界的影响而构建是有成就感且重要的，而不仅仅是为科技初创公司服务。 Building for real-world impact is fulfilling and important, beyond serving tech startups.
专注和工匠精神是打造伟大产品和公司的关键。 Focus and craftsmanship are key to building great products and companies.
私募股权的策略已从寻找宝石转向利用 AI 创造实际价值。 Private equity playbook has shifted from finding gems to creating tangible value with AI.
AI 应用于创造新的收入，而不仅仅是削减成本。 AI should be used for net new revenue, not just cost cutting.
反共识 · Contrarian takes
由于多变性和灵巧性需求，机器人远未能在基本服务中取代人类。 Robotics is far from replacing humans in essential services due to variability and dexterity needs.
大型实验室不是竞争威胁，而是合作伙伴；它们缺乏专注是一个弱点。 Big labs are not competitive threats; they are partners, and their lack of focus is a weakness.
创始人过于担心实验室，应该专注于长期建设，而不是快速退出。 Founders are too worried about labs and should focus on building for the long term, not quick exits.
基本服务行业实际上是技术前沿且注重价值的，而不是老派的。 Essential service industries are actually tech-forward and value-focused, not old school.
AI 优先的采用正在现实世界的企业中发生，超过 70% 的客户从 AI 智能体开始。 AI-first adoption is happening in real-world businesses, with over 70% of customers starting with AI agents.
Z 世代中“永久底层阶级”的心态是危险的；做好事需要时间。 The 'permanent underclass' mindset among Gen Z is dangerous; building good things takes time.
本期章节 · Chapters（共 13）
0. 引言Introduction
1. 构建与汇总决策Decision to build vs rollup
2. AI应用融合Convergence of AI applications
3. 与大实验室差异Difference from big labs
4. 与实验室竞争On Competition with Labs
5. 引言与提问Introduction and Question
6. NetC平台技术采纳Adopting Technology for the NetC Platform
7. 私募股权对AI反应Private Equity Response to AI
8. 从降本到增值Shift from Cost Cutting to Value Creation