From GenAI Demos to Production: Why Structured Workflows Are Essential

At technology conferences worldwide and on social media, generative AI applications demonstrate impressive capabilities: composing marketing emails, creating data visualizations, or writing functioning code. Yet behind these polished demonstrations lies a stark reality. What works in controlled environments often fails…