When is an off-the-shelf AI tool good enough for my business?

“Off-the-shelf is the right call when the workflow is generic across industries, the stakes are low, and 'good enough' genuinely is good enough — think drafting standard emails, transcribing meetings, scheduling, or basic accounting. It's also smart for early experimentation, when you want to validate that a problem is worth solving before investing in something purpose-built.”