Technology
Sep. 15, 2026
AI and technology company bankruptcies: Protecting intellectual property, data and customer relationships when startups fail
AI startups' reliance on third-party technology and increasingly valuable data can complicate bankruptcy, raising questions about what can be sold, what survives and whether existing privacy protections are enough.
The money pouring into AI can make business failures easy to overlook. Stanford's 2026 AI Index reports that private AI investment grew 127.5% in 2025, while generative AI attracted nearly half of all private AI funding. Yet a 2025 MIT Project NANDA study found that only 5% of the enterprise-grade AI tools it evaluated reached production. The figure is not a startup failure rate, but it shows how difficult it can be to turn a promising tool into a product used at scale. Data ...
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