John Helmich

@DavidLinthicum The silver bullet is the old lead bullet IT always had.

Your AI Strategy Is Only as Strong as Its Failure Plan Enterprises are moving quickly to embed cloud-based LLMs into customer service, software development, analytics, and decision support. But too many organizations are treating AI availability as a given. That’s a mistake. If a cloud LLM outage can interrupt revenue, slow operations, or degrade customer experience, it’s no longer an experiment. It’s critical infrastructure. The issue isn’t just model quality. It’s architectural dependency. When core business processes rely on a small set of external AI services, resilience becomes a strategic priority. Leaders should be asking: • What happens when the model is unavailable? • What degrades gracefully, and what fails completely? • Where are the fallback paths? • Have we actually tested them? The takeaway is simple: AI strategy without resilience is operational risk. Audit your dependencies. Design fallback workflows. Test outage scenarios before they test you. #AI #GenerativeAI #CloudComputing #EnterpriseArchitecture #CloudArchitecture #Resilience #DigitalTransformation #LLMs #CIO #CTO Cloud-based LLMs risk enterprise stability infoworld.com/article/414588…