AgenticISP — AI Maintenance Automation
Built and evolved an agentic AI pipeline that fully automates the triage of 1,000+ ISP maintenance emails per month. The system classifies email types (ISP / Power / Network), decodes CSV attachments, uses vector embeddings to match circuit IDs against live ServiceNow records, and uses Claude Sonnet to make intelligent calendar decisions — all deployed as an Azure Function App.
- 1,000+ emails auto-triaged monthly with no human touch
- 25h saved per L1 engineer per month
- Vector search against live ServiceNow circuit DB
- 100% structured JSON output for downstream automation