“Production Patterns”

Every enterprise AI project follows the same arc. A proof-of-concept dazzles stakeholders in a demo environment. The model responds brilliantly to curated inputs, latency looks acceptable, costs seem manageable. Then someone says the words that should trigger immediate caution: “Let’s push this to production.” What happens next separates organizations that have done the hard engineering … Read more