Thumbtack Unifies GenAI Platform With Databricks

Thumbtack detailed its effort to unify its GenAI ecosystem on Databricks, centralizing security, privacy, and MLOps to support millions of U.S. users and 300,000+ service professionals. The company reported that a CNN pre-filter reduces LLM workload by 80%, while fine-tuned LLMs improve detection precision 3.7× and recall 1.5× across tens of millions of messages annually.