By vertical What is different about your kind of app? AI tools write the same generic app for everyone. The risks that matter are not generic: a marketplace, a health app and an AI wrapper fail in different places. One page per vertical.
What breaks in an AI-built B2B SaaS app before launch? → For B2B SaaS built with AI tools: tenant isolation, roles, invites, billing and the enterprise asks that arrive first. What breaks and how to check. What breaks in an AI-built marketplace app? → Two-sided marketplaces built with AI tools: seller onboarding, payouts, fees, refunds, disputes and who sees whose data. What breaks and how to test it. What breaks in an AI-built health app before launch? → Health apps built with AI tools: whether HIPAA applies, vendors that need a BAA, patient data in logs and AI prompts, and access control. Not legal advice. What breaks in an AI-built e-commerce store? → Online stores built with AI tools: prices set in the browser, overselling, webhooks, tax, refunds and card data scope. What breaks and how to test it. What breaks in an AI wrapper app before it scales? → Apps built on top of an LLM API: exposed provider keys, unbounded spend, no per-user limits, prompt injection, user data in prompts and serverless timeouts. What breaks in an AI-built education app? → Education apps built with AI tools: student data, teacher, student and parent roles, children's privacy and what schools ask. Not legal advice.
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