The Enterprise AI Deployment Paradox: Why Your Company's LLM Vendor Is Still Waiting for Your 'Existential Deployment Permission Slip'
SAN FRANCISCO — The enterprise AI arms race has officially moved from benchmark bragging rights to deployment anxiety, and your company’s CTO is now personally liable for deciding whether GPT-5.5 or Claude Opus 4.7 will get to touch your customer data.
“We’ve been testing GPT-5.5 on production workloads for six months, but every time we try to ship it, the API provider sends a new compliance questionnaire,” explains Sarah Chen, VP of Engineering at a pseudonymous “mid-sized SaaS company.” “They keep asking questions like, ‘Have you consulted with your Legal Department’s Epistemic Risk Committee?’ and ‘Will you accept liability if the model hallucinates during peak holiday traffic?’”