Insights · AI Engineering
Generative AI in Production: Beyond the Hype
2025-02-20
From Prototype to Platform
GenAI demos are easy.
Production systems require:
- API orchestration
- Guardrails
- Cost optimization
- Security frameworks
Enterprise Architecture
A stable GenAI stack includes:
- Model layer (LLM)
- Retrieval layer (RAG)
- Security layer
- Monitoring layer
Risk Management
- Prompt injection prevention
- Data leakage controls
- Access policies
- Output moderation
Final Thoughts
GenAI in production requires disciplined engineering.
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