Operating within a small team backing frontline cyber incident responders, the Google Threat Intelligence Group's Advanced Practices team faces unique challenges. We support Mandiant's Incident Response and Managed Defense teams, dealing with sensitive, proprietary, raw data unlike that found in most organizations. This environment lacks established use cases or public datasets, forcing us to forge our own path. This talk will offer a glimpse into our initial experiences leveraging AI to tackle these complexities. We'll demonstrate how AI has significantly contributed to summarization and automation, while preserving the crucial human element of threat analysis. This presentation isn't about flawless solutions but an honest account of the hurdles, experiments, and emerging successes applying AI to the often chaotic world of incident response data. Join us for a candid discussion on practical AI applications in cybersecurity.