The ProdWorks© Framework
Six production layers that turn agentic applications from prototypes to enterprise systems.
Orchestration
Intelligent routing across specialist agents based on intent
Memory
Session and semantic memory for multi-turn context
Security
Guardrails, PII protection, authorization, identity propagation, and audit
Observability
Full trace visibility — every agent call, tool use, and token
Cost Optimization
Prompt caching, intelligent routing, and per-query cost tracking
Runtime
Serverless deployment, CI/CD, and infrastructure as code