Generative AI has captured the world's imagination, but most enterprises are still struggling to move beyond experimentation. At Milaan Tech, we've deployed generative AI solutions in production for 15+ enterprise clients, and the lessons we've learned are starkly different from the hype. The first lesson: prompt engineering is not a strategy. Enterprises need robust, repeatable systems — not clever prompts that break when input data changes. Our approach involves fine-tuning smaller, specialized models on client-specific data, implementing guardrails for output validation, and building feedback loops that continuously improve model performance. For a legal services firm, we built an AI-pow…
- 15+ enterprise generative AI deployments in production
- Contract analysis system processing 100-page docs in 3 minutes
- 23% conversion improvement from AI-generated product descriptions
- 340+ production bugs caught by AI code review assistant
- Fine-tuned specialized models outperforming general-purpose LLMs
- Human-in-the-loop workflows ensuring output reliability