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Email triage and FM portals

Four related but distinct pipelines:
Portal emails are routed by sender before classification. If the sender matches a known portal, the email goes directly to portal ingest, saving classification cost. Extraction then combines deterministic parsing with structured AI to resolve customers, sites, job details, and priority from the portal format.
The default taxonomy includes ten categories, such as Technical Support and Maintenance, Health Safety and Compliance, Finance and Billing, and Delivery and Logistics. Tenants can apply custom taxonomies, including industry-specific category sets.
System-level safety overrides apply across all tenants for certain classifications, such as health and safety signals. These overrides are part of the shared safety policy and stay enabled for every tenant.
Portal and triage extraction use structured pipelines that combine pattern matching with targeted AI. They are optimised for high-volume, schema-driven output across varied email formats. Connie uses a conversational AI layer for reasoning, multi-turn dialogue, and cited answers.