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We Built an AI-Powered Agent and Manager Assist Platform for Real-Time Coaching and Performance Analytics

Travel & Hospitality
Posted On: 31 August, 2026

About the Client

The client is a B2B2C travel loyalty and technology company, that powers white-label travel and rewards programs for partners worldwide. Its distributed network of sales agents and call center managers supports member bookings, creating the need for consistent, real-time coaching at scale.

Business Needs | Unifying Knowledge and Scaling AI-Driven Agent Coaching

Fragmented systems and manual coaching processes were limiting operational speed, consistency, and personalization. The client faced the following challenges:

  • Manually evaluating and coaching agents could not scale across a large, growing team handling high call volumes.
  • Best practices from top-performing agents were hard to identify and replicate across teams.
  • Member data, call transcripts, and enterprise knowledge lived in disconnected systems, slowing down agents and managers.
  • Service quality varied by agent, since there was no unified, real-time view of member data to enable personalization.

Solutions | Engineering a Role-Aware Custom AI Agent with Graph and Vector Search

Through its AI-native product engineering capabilities, Cybage developed a unified platform for real-time coaching and scalable performance analytics. The solution included:

  • Built scalable ingestion pipelines for call transcripts and enterprise knowledge base, enabling graph- and vector-based contextual retrieval.
  • Implemented role-aware prompt orchestration to deliver persona-specific responses and contextual insights.
  • Designed and iteratively refined AI use cases using real-world question sets to align responses with operational needs.
  • Enabled incremental AI adoption through a phased rollout from knowledge ingestion to production use cases.
  • Implemented secure, automated Azure deployment using Terraform and Azure Key Vault.

Business Impact | Accelerating Support, Scaling Excellence Across Teams

  • Scaled AI-driven coaching through six unified, context-aware capabilities across the workforce, improving productivity.
  • Enabled personalized AI experiences for agents and managers, driving more relevant coaching and decision support.
  • Reduced response time and improved answer consistency through real-time knowledge access.

Technology Stack

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We Built an AI-Powered Agent and Manager Assist Platform for Real-Time Coaching and Performance Analytics_Tech stack_updated_3.1
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