Reduce LLM API costs

Route LLM requests by complexity and cache static context

Large-scale AI systems where token efficiency directly impacts unit economics

• · Current spend breakdown
• · request volume profile
• · latency constraints
• · acceptable quality degradation

• · Cost audit report
• · routing strategy
• · caching targets
• · estimated savings

• · Anthropic API
• · OpenAI API
• · Google Gemini API

• · Per-request token logging implemented
• · cost baseline established

• · Over-compression causes hallucination
• · routing mispredicts task complexity
• · caching misses increase latency

• · Tested cost reduction patterns
• · complexity classification framework
• · model tier recommendations