One of the clearest proven use cases for AI Optimizer is OpenClaw routed through the OpenAI API. Agent workflows can generate repeated traffic across prompts, embeddings, memory calls, retries, and automation loops, and a local proxy gives you a cleaner way to manage that path.
This is not hypothetical positioning. OpenClaw already routes through the OpenAI API in a way that benefits from a stable local proxy.
OpenClaw memory workflows depend on embedding calls like text-embedding-3-small. AI Optimizer now supports that path cleanly, and we verified live embedding traffic making it through.
When embeddings break, memory quality breaks with them. With the repaired path, OpenClaw memory store and recall are working again through AI Optimizer.
Instead of managing request behavior separately across each tool, script, or agent loop, you can route them through one local endpoint.