AI Complaint Brain for Banking
An NLP engine that triages and routes customer complaints instantly and drafts responses, cutting resolution time dramatically.
Solution Overview
The Challenge
Complaints arrive through branches, call centers, email, social media and the regulator, and are triaged by hand into queues that rarely match the actual issue.
- 1Manual triage misrouting complaints and consuming days of the response window
- 2Inconsistent categorization making root-cause and thematic analysis unreliable
- 3Regulatory response deadlines missed on cases that sat in the wrong queue
Our Approach
CloudGate deploys an AI complaint engine that classifies every inbound complaint by product, root cause, severity and regulatory category in real time, routes it to the team that can actually resolve it, and drafts a compliant response for agent review.
- Real-time NLP classification by product, root cause, severity and regulatory category
- Intelligent routing to the resolving team, with SLA clocks tracked per case
- Draft response generation aligned to tone, policy and regulatory wording
Typical Outcomes
Typical outcomes for this solution pattern, not the results of a named client engagement.
Technologies Used
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