Escalations eat ⅓ of engineering capacity. Our seamless agent-led escalation management reliably automates intake to Pull Request in seconds. While point solutions rely on humans to steer, we operate autonomously by leveraging LLMs to build our knowledge graph that integrates siloed signals from every conversation, case & commit in existing systems to intelligently distinguish between user expectations and the reality of the code.