Delve：合规天才的造假风波
曾经估值3亿的硅谷宠儿 Delve，竟因批量制造雷同审计报告并虚报收入被 YC 扫地出门。本期带你拆解这家 AI 初创公司如何因诚信危机信誉崩塌，揭示速度崇拜下合规底线失守的惨痛代价。
Best quote from Delve：合规天才的造假风波
合规行业的本质是信任。你可以自动化流程，但你无法自动化诚实。
This audio lesson was created by a BeFreed community member
Tell me what happened for Delve company and why they are kicked off from YC. What allegations were they asked or accused of?
Frequently Asked Questions
调查发现，在泄露的 494 份审计报告中，有 493 份的内容几乎完全雷同，文字重合度高达 99.8%。这些报告不仅在描述不同公司的安全流程时使用了统一的语法错误（如整齐划一地漏掉单词“is”），甚至在关键的测试数据栏填写了如“sdf”、“dlkjf”等明显的键盘乱码。这表明报告并非基于实际审计生成，而是通过自动化模板预先设定的“复印件”。
根据行业准则，开发合规工具的公司与出具报告的会计师事务所必须保持独立。然而，Delve 被指控直接由内部团队生成审计内容，并利用位于印度的“认证工厂”批量生产报告。这些所谓的美国 CPA 事务所往往只有虚拟办公室，甚至在报告封面上出现了错误的审计师 ID。此外，Delve 还以远低于市场价的报价吸引客户，并宣称包含根本未实际执行的数百小时渗透测试。
Delve 被指控剽窃同为 YC 校友公司 Sim.ai 的开源产品。其标价昂贵的“Pathways”工具被发现大量克隆了 SimStudio 的核心代码库，且未按照开源协议署名。更具讽刺意味的是，Delve 的 CEO 在拒绝向原作者支付授权费的同时，转身就将这款克隆产品卖给了 Notion 和 Gusto 等知名大厂。
当合规外壳撞上真实的黑客攻击时，虚假的审计报告无法提供任何保护。例如，开源项目 LiteLLM 在通过 Delve 审计后不到 60 天，就被发现注入了恶意软件，证明了审计过程完全失效。对于企业创始人而言，合规责任是不可转让的，一旦被证实存在系统性造假，公司可能面临 HIPAA 或 GDPR 下的巨额罚金甚至刑事指控，同时还会遭遇品牌信任破产和明星客户流失。
Discover more
我该怎么成为一个合格的VC，在早期判断一个初创团队是否值得被投资
我该怎么成为一个合格的VC，在早期判断一个初创团队是否值得被投资
在风险投资领域，判断早期创业团队价值是决定投资成败的关键能力。本学习计划适合希望进入VC行业的新人，以及寻求提升投资决策能力的天使投资人和创业生态参与者，帮助他们建立系统化的投资评估方法。
Tech, Innovation & Investing Insights
Tech, Innovation & Investing Insights
This plan bridges the gap between creative innovation and financial execution in the rapidly evolving tech landscape. It is designed for entrepreneurs, investors, and leaders who want to master the mechanics of venture capital and the strategic shifts caused by artificial intelligence.
研银发商业，AI引流，定投美股指数。
研银发商业，AI引流，定投美股指数。
在人口老龄化与技术变革交织的当下，掌握银发赛道红利与AI增效工具是商业取胜的关键。本方案专为寻求业务转型、关注高效获客及追求长期稳健财务增长的创业者和投资者设计。
Explore Investing, Tech & Innovation
Explore Investing, Tech & Innovation
This plan bridges the gap between traditional investment principles and the fast-paced world of technology and venture capital. It is designed for aspiring investors and professionals looking to capitalize on disruptive innovations like AI and blockchain.
Grow Dash Cam biz to $500M exit
Grow Dash Cam biz to $500M exit
This roadmap is designed for hardware entrepreneurs and automotive tech innovators aiming for high-stakes growth. It bridges the gap between lean startup methodology and the complex manufacturing and capital requirements needed for a massive exit.
Found world's #1 IT startup
Found world's #1 IT startup
This plan is designed for aspiring tech entrepreneurs who want to bridge the gap between a raw idea and a global enterprise. It provides a strategic roadmap for navigating the complexities of product-market fit, venture funding, and organizational scaling.
Основать величайший айти стартап в истории
Основать величайший айти стартап в истории
This comprehensive roadmap is designed for ambitious entrepreneurs who aim to disrupt the global tech landscape. It bridges the gap between a raw idea and a massive enterprise by combining lean execution, venture strategy, and elite leadership.
学会如何用询问AI来最快地加速自己的个人成长，来实现最有逻辑的深度调研
学会如何用询问AI来最快地加速自己的个人成长，来实现最有逻辑的深度调研
在信息爆炸时代，高效利用AI进行深度思考是核心竞争力。本课程适合希望通过AI优化学习路径、提升调研逻辑并加速个人成长的职场人与终身学习者。
From Columbia University alumni built in San Francisco
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
From Columbia University alumni built in San Francisco
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
