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Applied AI·August 11, 2026·1 min read

How SMBs turn AI into lasting business value

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For SMBs, the gap is no longer access to models but stitching them into a few core workflows that actually move revenue or margin. Treat every AI experiment as a candidate for integration into billing, CRM, or ops—not a demo—so you can kill toys and double down on compounding loops.