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A training framework for AI-augmented knowledge work, built for marketing and generalizable to anything else.

95% of B2B marketers are now using AI tools. The tools are everywhere. The budgets are real. The results, for most teams, are not.

This collision — cheap AI agents vs outsourcing industry — is worth considering even for small businesses, maybe especially for small businesses.

Operations are being questioned not because they're failing, but because they involve humans doing work that AI could theoretically handle.

The future isn't being built in Silicon Valley boardrooms. It's being built at 3 AM in Manila towers, one improved workflow at a time.

How the smartest marketers win by helping customers ignore 90%.