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Customer Support Copilot

Intelligent customer service solution: Integrate AI into support workflows to reduce costs, improve efficiency, and ensure quality

30%
Cost Reduction
99.6%
Success Rate
<900ms
P95 Latency
24/7
Always On

Challenge

Pain points of traditional customer service

Response Delay

Long wait times with human agents lead to poor customer experience

High Costs

24/7 human support teams are expensive to maintain

Inconsistent Quality

Human responses vary in quality and are hard to standardize

Scaling Issues

Difficult to scale quickly during peak demand periods

System Architecture

ChannelsWeb ChatMobile AppSlackEmailSkyAI GatewayIntent ClassifierSmart RouterSemantic CacheModel LayerGPT-4ClaudeLlamaCustom ModelSafety LayerPII DetectionContent FilterAudit LogsOutput ProcessingResponse GenTicket CreationHuman EscalationAnalytics & Optimization📊 Metrics🧪 A/B Testing💬 User FeedbackData Flow: User Request → Intent Analysis → Smart Routing → Model Inference → Safety Filter → Response

Solution

SkyAIApp Customer Support Copilot Architecture

Smart Intent Recognition

Multi-layer intent classification based on semantic understanding, automatically routing to optimal models

Intelligent Routing Engine

Dynamically select the best LLM based on complexity, budget, and latency requirements

Security & Compliance

Built-in PII detection, sensitive topic filtering, and compliance audit logs for enterprise security

Continuous Optimization

Real-time quality monitoring, A/B testing strategies, and iterative improvements

Customer Results

30%
Cost Reduction

Significant LLM cost savings through intelligent routing and caching

99.6%
Success Rate

Multi-model fallback ensures high availability

<900ms
P95 Response Time

Optimized latency meets real-time conversation needs

85%
Auto-Resolution

Most common issues resolved automatically without human intervention

Integration Ecosystem

Zendesk

Deep ticket system integration

Intercom

Seamless live chat connection

Slack

Internal collaboration bot

Salesforce

CRM data synchronization

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Customer Support Copilot - Use Cases — SkyAIApp