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AI-Powered Email Automation with RAG for Global IT Solutions Provider
  1. case
  2. AI-Powered Email Automation with RAG for Global IT Solutions Provider

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AI-Powered Email Automation with RAG for Global IT Solutions Provider

vstorm.co
Information technology

Challenges in Email Communication Management

Manual processing of multilingual customer inquiries consumes significant employee time and resources. Challenges include language diversity, real-time product database searches, structured email composition, and maintaining consistent communication guidelines across global operations.

About the Client

Global provider of IT solutions specializing in digital ecosystems for SMBs, with 27 subsidiaries and operations in 151 countries

Automation Goals for Enhanced Efficiency

  • Automate end-to-end email response workflow
  • Reduce response time to real-time capabilities
  • Enable hyperpersonalized communication at scale
  • Integrate real-time product catalog data with AI responses
  • Free human resources for strategic account management

Core System Functionalities

  • Automated email classification and intent recognition
  • Multilingual natural language generation (NLG)
  • Real-time product catalog integration
  • Context-aware product recommendation engine
  • Response template compliance with brand guidelines
  • Cross-referencing of complementary products

AI/ML Technologies

Large Language Models (LLMs)
Retrieval-Augmented Generation (RAG)
Transformer-based neural networks
Microsoft Outlook API integration

System Integrations

  • Microsoft Outlook email platform
  • Real-time product database
  • Multilingual NLP processing tools
  • CRM system for customer context

Operational Requirements

  • High-availability architecture for 24/7 global operations
  • Response latency under 2 seconds
  • Data encryption and GDPR compliance
  • Scalable infrastructure for 10,000+ daily inquiries
  • Bias detection and mitigation mechanisms

Expected Business Impact

Projected 70% reduction in email processing time, 24/7 real-time customer responses, 40% cost savings in customer service operations, and improved customer satisfaction scores through personalized, immediate communication. Enables strategic resource reallocation to high-value account management activities.

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