#backup-strategy

#backup-strategy

The breakneck pace of AI deployment across enterprises is creating a monumental challenge for executives and company boards. In contrast to traditional IT systems, AI data and related ecosystems, which encompass everything from LLM models and training data to custom prompt data, have emerged as valuable intellectual property. They often represent millions of dollars in investment and months or even years of engineering effort.

One corrupt table or misconfigured bucket can stall an entire supply chain run. Fortunately, a clear-headed backup strategy turns that existential threat into a five-minute inconvenience.