CCW 2026: Be the 5%: What We Learned Shipping AI at Amazon Scale
Only 5% of companies implementing AI reach production success, per MIT research.
“Only about 5% of companies that are implementing AI are actually in production or success.”
Amazon Connect practitioners at CCW 2026 highlighted that only 5% of companies implementing AI achieve production success, framing their session as a practitioner blueprint rather than a sales pitch. The talk draws on real-world large-scale AI deployments in contact centers, including acknowledged failures. The signal is a sobering industry-wide adoption gap that justifies practitioner-led guidance over vendor marketing.