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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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