Architecture Practice Methods

Aug 8, 2025 · Artificial Intelligence

AI Agents in Enterprise: Why Compound Errors and Token Costs Demand Architectural Rigor

The article argues that enterprise AI Agent systems fail due to compound error rates in multi-step execution and unsustainable token costs from context-based memory, advocating for architectural rigor—explicit state modeling, stateless execution, and clear boundaries—where AI handles unstructured interpretation while deterministic systems manage reliable execution.