How do you reduce LLM token costs for enterprise AI?

Reduce LLM token costs by sending the model less but more relevant context, using structured, connected data instead of long document dumps, caching repeated prompts and results, routing simple tasks to smaller models, trimming instructions and conversation history, limiting agent loops, and monitoring token use per workflow so you can fix the most expensive ones.