Telecommunications 6 months

AI-Powered Customer Service Transformation (Conversational AI Case Study)

Conversational AI agents that answer customers 24/7, reduce call volumes, and hand off smoothly to your team when it matters. Built and supported by our Perth, WA software team.

National Telecommunications Provider

Conversational AIAI AgentsAI DevelopmentRAG SolutionsCustom Software Development

68%Reduction in average wait time

45%First-contact resolution rate

24/7Customer support availability

$3.8MAnnual cost savings

Understanding the Problem

The Challenge

A major Australian telecommunications company was struggling with customer service scalability. Their call centre handled over 50,000 enquiries monthly, with average wait times exceeding 15 minutes during peak periods. Customer satisfaction scores were declining, and staffing costs were unsustainable. The company needed a solution that could handle routine enquiries instantly while escalating complex issues to human agents seamlessly.

Strategic Implementation

The Solution

We developed an intelligent conversational AI platform powered by GPT-4 and custom-trained models. The system uses RAG (Retrieval-Augmented Generation) to access real-time product information, billing data, and troubleshooting knowledge bases. The AI agents handle account enquiries, billing questions, technical troubleshooting, plan comparisons, and service activations. Natural language understanding enables customers to describe issues conversationally, while sentiment analysis detects frustrated customers for priority human handoff. Integration with existing CRM and billing systems provides the AI with context about each customer's history, enabling personalised interactions.

Technologies Used

PythonGPT-4LangChainReactNode.jsPostgreSQLAWSRedis

How We Did It

Our Approach

Knowledge Base Development

4 weeks

Analysed 100,000+ historical support tickets to build comprehensive knowledge base and identify common resolution paths.

AI Model Development

8 weeks

Fine-tuned LLMs on telecommunications domain, built RAG pipeline, and developed conversation management system.

Integration & Testing

6 weeks

Integrated with CRM, billing, and provisioning systems. Conducted extensive testing with edge cases and adversarial inputs.

Phased Rollout

4 weeks

Gradual deployment starting with simple enquiries, expanding capabilities based on performance metrics.

The AI agents have transformed our customer service operation. Customers get instant help for routine enquiries, and our human agents can focus on complex issues where they add real value. HELLO PEOPLE understood both the technology and the customer experience we needed.
Head of Customer ExperienceNational Telecommunications Provider

Measurable Outcomes