Production Claude SDK integration cuts latency 93%, costs 75%, and feature-shipping time 80% versus quick integrations. The difference is engineering discipline, not AI sophistication.
Operations teams running Claude Code automation eliminate 60 to 95 percent of manual work across finance, HR, IT, sales, legal, and compliance workflows. Here is what is actually working in production today.
Bad integrations cost 75% more in tokens, 80% more in latency, and 8x more in maintenance hours than they should. Here is what actually goes wrong, why it stays hidden until something breaks, and how the teams that get it right are different.
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