What Off-the-Shelf AI Can – and Can’t – Do for Business

Generative AI tools like ChatGPT and Copilot are everywhere—and for good reason. They’re fast, accessible, and increasingly impressive. Individuals and small teams use them to
summarize dense content, extract insights, or make sense of complex documents with just a
few prompts. But there’s a difference between helpful and enterprise-ready.

In environments where accuracy, security, scalability, and integration aren’t optional—off-the-shelf
models simply don’t go far enough.

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