Track reliability, incident, supportability, and operational-efficiency trends; communicate risks, corrective actions, and progress to engineering and program leadership, including evidence of whether AI-assisted workflows reduce toil or improve outcomes. Establish the technical support escalation model and partner with customer support, product, and engineering to resolve issues and turn recurring incidents and tickets into permanent fixes; evaluate AI-assisted ticket categorization and knowledge retrieval to speed technical triage.