IT / Technical Support

    L1/L2 Support, Automated: AI That Troubleshoots, Resolves, and Escalates Intelligently

    SaaS & IT Services Client

    We built a comprehensive AI support platform trained on product documentation and ticket history that handles common technical issues, creates and resolves tickets, and escalates complex problems with full context.

    SaaS & IT Services Client project screenshot
    85% Resolution

    At a Glance

    Key results and metrics from this project.

    Fully Replaced
    L1/L2 Support
    85% Without Human
    Resolution
    Intelligent L3
    Escalation
    24/7 Instant
    Availability

    The Challenge

    Traditional helpdesk systems require human agents for every interaction. Support teams struggle with ticket backlogs, inconsistent resolution quality, and knowledge management. 24/7 support requires expensive global teams.

    The Solution

    What we built to solve the challenge.

    • Unified helpdesk interface with AI resolution
    • Knowledge base integration and search
    • Ticket resolution metrics dashboard
    • L3 escalation queue with full context

    • Cross-platform sync with Zendesk, ServiceNow, Jira
    • Knowledge base indexing and retrieval
    • Ticket history analysis and pattern recognition
    • Continuous learning from human interventions

    • Comprehensive AI trained on product documentation
    • Intelligent troubleshooting decision trees
    • Context-aware escalation with full history
    • Continuous learning from resolved tickets

    Key Capabilities

    AI TroubleshootingTicket ResolutionSmart EscalationKnowledge Base24/7 Support

    Technology Stack

    ReactPythonNode.jsPostgreSQLOpenAI GPTElasticsearchRedis

    The Business Impact

    Measurable results and transformation.

    85% resolved by AI
    L1/L2 Tickets
    Instant 24/7
    Response Time
    60% reduction
    Support Costs
    +40%
    Customer Satisfaction

    L1/L2 support fully replaced by AI. Human agents focus only on complex L3 issues. Customers receive instant responses at any time with consistent, high-quality support.

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