Large Scale Contact Centres: On Premises Private AI Agent Assistant

The organisation supports multiple clients and operates multiple contact centres across different locations, managing large and frequently updated knowledge bases from multiple sources, which increases the complexity of information retrieval. Reliance on manual knowledge search results in inconsistent responses, longer handling times, and slower new staff onboarding, making it difficult to scale operations efficiently.

To address these challenges, HKT deployed an on-premises Private AI Agent Assistant for this organisation. The solution provides real-time AI support to human customer service representatives, enabling faster access to accurate information and reducing dependency on manual searches. By keeping all customer data securely within a local private AI environment, the solution improved service consistency, shortened new staff training time, and retained full operational and data control.
 

The AI Solution: Secure On-Premises AI Agent Assistant

The Private AI solution is fully deployed in live operations of the organisation's contact centres, supporting more than multi-hundred human customer service representatives. Through a centralised knowledge base, they gain instant access to accurate, up-to-date answers, significantly reducing manual searching and enabling faster, more consistent customer responses.

Real-time AI assistant improves efficiency across teams and supports rapid onboarding of new staff. Automated AI testing continuously validates knowledge accuracy, ensuring reliable service delivery as information evolves. This allows the contact centres to scale confidently without increasing training effort or compromising service quality.

The solution is delivered on a fully on-premises, clustered Mac Studio AI infrastructure with load balancing, providing high availability, strong performance, and operational resilience. Mac Studio private AI deployment gives the organisation complete control over sensitive customer data while meeting stringent security, compliance, and data residency requirements.
 

Key AI Capabilities of HKT’s Enterprise AI Agent Assistant

Developed by HKT, this enterprise grade AI agent assistant combines intelligent design with robust governance to deliver accurate, consistent, and secure support for large scale contact centre operations.

For mission critical contact centre operations, on premises Private AI deployment enables enterprises to achieve greater operational assurance and data sovereignty. By running locally on scalable Mac Studio AI infrastructure, all business data, knowledge assets, and AI interactions remain entirely within the enterprise environment.

Local AI deployment also supports flexible scaling and orchestration of multiple AI agents. The result is a secure, resilient, and future ready enterprise AI platform that enables expansion of AI driven capabilities in line with evolving business requirements.