Learn how AI system architecture determines cost, speed, and reliability—plus what to audit, standardize, and monitor to scale without breaking things.
2026 ecommerce personalization benchmarks: product recs lift conversions 12–30%, AI assist hits 12.3%. Are you capturing preference signals early enough?