Customer Service

AI-powered automation and augmentation for faster, personalized customer support

Business impact

• Customer Satisfaction — Improved by faster, personalized, and consistent support interactions
• Operational Efficiency — Increased through automation reducing manual workload and response times
• Cost Reduction — Lowered by automating routine inquiries and optimizing agent utilization
• First Contact Resolution — Enhanced by AI accurately resolving issues without escalation
• Response Time — Reduced by AI providing instant answers and routing to correct agents
• Customer Retention — Boosted by improved service quality and proactive engagement
• Agent Productivity — Raised by AI assisting with information retrieval and repetitive tasks

Data requirements

• Customer interaction logs (Text) — Used to train AI on common queries and improve responses
• CRM data (Structured) — Provides customer profiles and history for personalized service
• Call recordings and transcripts (Audio) — Enable speech recognition and sentiment analysis for better understanding
• Chatbot conversation data (Text) — Feeds AI learning for natural language processing and intent detection
• Knowledge bases and FAQs (Text) — Serve as reference for AI to provide accurate answers
• Customer feedback and surveys (Structured) — Help measure satisfaction and guide AI improvements

AI methods and techniques

• Predictive AI — Anticipates customer needs and routes queries proactively
• Generative AI — Generates natural language responses for chatbots and virtual assistants
• Agentic AI — Autonomously handles routine tasks and escalates complex issues
• Symbolic AI — Uses rule-based logic for knowledge base querying and decision support

AI models and model families

GPT-4o, Claude, Llama, Google Gemini, NVIDIA NeMo

Industries

Real-world evidence

33 documented case studies on record.

Companies using this: Aeroitalia, Airbnb, Altice Optimum, BTGroup, Balto, Bank of America, Bunq, Burroughs, CP All, CVSHealth Corp, Chronopost, Delta Airlines, Dott, Drift, Evri and 17 more.