Enterprise AI systems fail not because models are insufficient, but because their data context is stale. The argument is that useful AI requires Information, Context, and Action — all delivered in real time. Generic models without current, company-specific data produce outdated or wrong decisions. The rise of agentic AI and RAG has made this painfully visible: when AI takes actions rather than just answering questions, stale context causes real business harm. The post positions SingleStore as a database built specifically to provide live, governed, high-performance context to AI systems as business events happen.
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