I was a guest on Greg Clarke’s podcast, and this post expands on that conversation in my own words. Inside real enterprises, a large language model without access to company data is an eloquent guesser with no agency. It cannot send an email, file a report, or act on your behalf. Compliance and security keep data locked down, so useful AI must run inside your firewall. I explain why the Model Context Protocol matters, how to get value from imperfect data, and the concrete steps leaders can take now to prepare for autonomous agents. If you want practical outcomes rather than demo magic, start here.
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