How to Build an AI Contact Center Handling Millions of Calls?

How to Build an AI Contact Center Handling Millions of Calls?

Oct 19, 2024

4 Min

Deeptalk Team

Artificial Intelligence (AI) holds tremendous promise for contact centers, enhancing efficiency and providing 24/7 support. However, several challenges hinder its effective adoption. Let’s briefly explore these barriers before focusing on the Hybrid Orchestrator solution.

Key Challenges:

  1. Legacy of Negative Experiences: Past AI failures, like Air Canada’s chatbot, have led to skepticism about its reliability.

  2. Data Security Concerns: Sensitive customer information must be protected to prevent breaches and misuse.

  3. SOP Compliance: Ensuring AI adheres to established Standard Operating Procedures is vital for consistent service quality.

The Hybrid Approach:

To overcome these challenges, enterprises are increasingly turning to hybrid solutions that combine the creativity of Large Language Models (LLMs) with the discipline of traditional systems. This approach enables bots to engage in natural, human-like conversations while ensuring compliance with operational protocols.

For instance, a telecommunications company has successfully integrated AI to handle routine inquiries while employing rule-based systems to ensure adherence to SOPs. This combination not only improves efficiency but also builds trust with customers, as they receive accurate and timely responses tailored to their needs.

Additionally, the hybrid model allows organizations to harness the strengths of AI for tasks like data analysis and customer interaction, while still relying on established systems for compliance and security. This ensures a comprehensive approach that addresses both innovation and risk management.

Conclusion:

Navigating the challenges of scaling AI in contact centers requires a shift in focus. By adopting a hybrid orchestrator model that blends the innovative capabilities of LLMs with the structure of traditional systems, organizations can effectively enhance customer service experiences while mitigating risks. The future of contact centers lies in this balanced approach, where creativity meets discipline, unlocking AI’s full potential.

Contributors
Naveen Upadhyay
Naveen Upadhyay

Partner (Technology)

Partner (Technology)

Aistra

Twarit Anand

Vice President (Product and GTM)

Vice President (Product and GTM)

Aistra

307 Seventh Avenue Suite 1601, New York, NY 10001.

307 Seventh Avenue Suite 1601, New York, NY 10001.

307 Seventh Avenue Suite 1601, New York, NY 10001.