Project context
Telecom Support Triage & Tier-1 Resolution
AI support flow for a telecom operation that classifies incoming tickets, resolves repeatable Tier-1 issues, and hands complex cases to the right human queue with usable context.
Client identity kept confidential
The challenge
The solution
Technology stack
The result
The validation showed that a meaningful share of repetitive support volume can be taken out of the frontline queue without breaking the customer experience. The agent resolved 38% of tested Tier-1 issues autonomously, classified intent with 91% accuracy, and produced structured escalation summaries that reviewers rated useful in 87% of handovers.
Commercially, that means human agents spend less time on repetitive traffic and more time on the cases where technical judgment actually matters. It gives the operation a realistic path to phased rollout instead of another support demo that dies after review.
Next step
Want to explore where this could land first in your operation?
Start with one concrete workflow. We assess the first agent, platform fit, and the most sensible route to production.
