Enterprise Automated Lead Triage and Voice Dispatch Architecture

A growing field-services company was losing jobs it never knew existed. Calls rang out after hours, overflow calls during storms went to voicemail, and the ones that were answered landed on a dispatcher who had to figure out urgency, location, and technician availability by hand before anything was booked. Triage was the bottleneck: every request waited for a human to read it, classify it, and decide where it went.

The company needed every inbound request answered immediately, classified correctly, and routed to the right technician slot, with emergencies escalated to a person and routine jobs booked automatically. It also needed the office to trust the system, which meant every automated decision had to be explainable after the fact.

InsightSol built a three-layer architecture. The intake layer answers calls and chats around the clock with a voice agent on Twilio and a web chat agent, transcribes and structures each request, and captures photos and location where relevant. The triage engine classifies intent and urgency with a model constrained by written rules, enriches the request from the CRM and service history, and assigns a priority with an explanation attached.

The dispatch layer turns a triaged request into a booked job. It queries technician availability, skills, and location, proposes slots, confirms with the customer by voice or text, writes the job to the dispatch system, and notifies the technician. Emergencies route to an on-call human with full context in seconds. Everything else is booked, logged, and auditable without office staff touching it.