Hey, I'm Carl. I help AI SaaS companies improve their product margins

I run Kuverly, a social listening tool that ingests huge volumes of posts and surfaces only the relevant few to customers. That relevance judgment ran through a multi-shot LLM pipeline — several passes per post, tuned hard for quality. This is the process I used to cut our own LLM bill