IT Ticket
Automation
Enterprise-ready multi-agent IT ticket automation powered by Azure AI. Automate triage, routing, and resolution with 70% of tickets resolved automatically.
The Support Challenge
Traditional IT support is overwhelmed by repetitive tickets, slow resolution times, and inconsistent service quality. Organizations face:
Ticket Categories
Common IT support ticket types and their distribution
Hardware Issues
25%Laptop won't turn on
Monitor display issues
Peripheral not working
Software & Apps
30%Application crashes
Installation requests
License issues
Network & Connectivity
15%WiFi issues
VPN problems
Access requests
Account & Access
20%Password reset
Permission requests
Account unlock
Security Incidents
5%Phishing reports
Suspicious activity
Malware detection
General Inquiries
5%How-to questions
Policy clarifications
Feature requests
Key Features
Comprehensive ITSM automation capabilities
Intelligent Ticket Triage
AI-powered classification of incoming tickets by category, priority, and complexity using natural language understanding. Auto-detects intent, entities, and sentiment with 95% accuracy.
Multi-Agent Orchestration
Coordinated agent system where specialized agents handle different ticket types - L1 support, networking, security, applications, and infrastructure with skill-based routing.
Automated Routing
Smart routing based on agent availability, skill matching, workload balancing, and historical resolution patterns. Reduces ticket transfer rate by 60%.
Knowledge Base Integration
Seamless integration with Azure AI Search for relevant solution retrieval, auto-suggestions, and RAG-powered responses. Indexes KB articles, past tickets, and documentation.
SLA Monitoring
Real-time SLA tracking with proactive alerts, escalation workflows, and predictive breach warnings. Configurable business hours and holiday calendars.
Analytics Dashboard
Comprehensive analytics on ticket volumes, resolution times, agent performance, sentiment analysis, and trend analysis with custom reports.
Automatic Resolution
Self-service password resets, account unlocks, and common troubleshooting with conversational AI. Resolves 70% of L1 tickets without agent intervention.
Sentiment Analysis
AI-powered sentiment detection to identify frustrated users and prioritize their tickets. Triggers empathetic responses and escalation for negative sentiment.
Ticket Processing Workflow
8-step automated process from intake to resolution
Ticket Ingestion
Tickets arrive via email, webhook, portal, chat, or ITSM integration. Azure Event Grid triggers the triage workflow.
AI Triage
Triage Agent analyzes content using Azure OpenAI for intent, entities, sentiment, and category classification.
Smart Routing
Routing Agent assigns ticket to optimal queue based on skills, availability, workload, and SLA requirements.
Knowledge Search
Resolution Agent searches Azure AI Search for relevant KB articles, past tickets, and solutions.
Automated Resolution
For self-serviceable issues, Resolution Agent provides instant solutions or executes automated fixes.
Agent Handoff
If escalation needed, full context is transferred to human agent with summary and suggested actions.
Resolution & Feedback
Ticket is resolved with documentation. Feedback Agent sends CSAT survey and tracks sentiment.
Analytics & Reporting
Reporting Agent generates insights, tracks trends, and updates dashboards for continuous improvement.
Multi-Agent Architecture
Specialized AI agents working in coordination
Triage Agent
Initial ticket classification, priority assignment, and duplicate detection. Uses NLP to understand intent and extract key information.
- Category detection
- Priority scoring
- Duplicate detection
- Intent recognition
- Entity extraction
Routing Agent
Intelligent routing to appropriate support queues based on skills, availability, and workload. Balances agent assignments for optimal throughput.
- Skill matching
- Load balancing
- Escalation handling
- SLA awareness
- Priority optimization
Resolution Agent
Automated troubleshooting, solution provision, and self-service resolution using knowledge base and past ticket history.
- KB search
- Script execution
- User communication
- Self-service
- Template responses
Escalation Agent
Senior support escalation, notification dispatch, and handover documentation with full context preservation.
- SLA monitoring
- Notification dispatch
- Handover documentation
- Expert matching
- War room setup
Feedback Agent
Post-resolution satisfaction surveys, sentiment analysis, and continuous improvement tracking.
- Survey delivery
- Sentiment tracking
- NPS calculation
- Trend analysis
- Insights generation
Reporting Agent
Automated reporting on ticket volumes, resolution times, agent performance, and SLA compliance.
- Metrics aggregation
- Custom reports
- Trend analysis
- Anomaly detection
- Dashboard updates
Azure Services
Enterprise-grade infrastructure powering intelligent automation
Azure OpenAI Service
AI-powered ticket analysis using GPT-4 models for classification, summarization, automated response generation, and intent detection. Processes natural language queries to understand user needs.
Azure AI Search
Enterprise knowledge base with semantic search, vector embeddings, and hybrid retrieval. Indexes KB articles, past tickets, documentation, and product guides for relevant solution discovery.
Azure Functions
Serverless compute for executing agent workflows, handling webhook events from ITSM tools, and running business logic without infrastructure management. Auto-scales with demand.
Azure Cosmos DB
Globally distributed NoSQL database for storing ticket data, conversation history, agent states, audit logs, and analytics with millisecond latency anywhere in the world.
Azure Event Grid
Event-driven messaging backbone connecting all system components. Triggers agent workflows when tickets arrive, status changes, or SLA breaches are imminent.
Azure Logic Apps
Visual workflow orchestration for integration pipelines. Connects ServiceNow, Jira, notification systems, and external APIs with 200+ pre-built connectors.
Azure AI Translator
Real-time translation of tickets and responses for global support. Enables multi-language support without separate workflows.
Azure Monitor
Comprehensive observability for tracking platform health, agent performance, SLA compliance, and system metrics with real-time dashboards and alerting.
Azure AD
Enterprise identity management with SSO, MFA, and role-based access control. Manages agent permissions and integrates with corporate directories for user verification.
Compliance Frameworks
Built for enterprise regulatory requirements
SOC 2 Type II
Security, availability, confidentiality controls
GDPR
Data protection, consent management, right to erasure
ISO 27001
Information security management system
HIPAA
Healthcare data privacy for patient-facing tickets
PCI-DSS
Payment card data security for billing tickets
ITIL
IT service management best practices
Enterprise Integrations
Connect with 50+ enterprise tools
ServiceNow
ITSMTicket synchronization, escalation, and CMDB integration
Microsoft Teams
CommunicationAgent notifications, collaboration, and video support
Slack
CommunicationTeam notifications, approvals, and channel integration
Jira
Project ManagementBug tracking, feature requests, sprint planning
Active Directory
IdentityUser authentication, group membership, profile sync
Azure DevOps
DevelopmentInfrastructure tickets, deployment issues
Okta
IdentitySSO, MFA, and user lifecycle management
Zendesk
SupportCustomer support ticket synchronization
Freshservice
ITSMIT asset management and ticket handling
Jira Service Management
ITSMIT service desk and asset management
BMC Helix
ITSMEnterprise ITSM and AIOps integration
Cherwell
ITSMITSM and workflow automation
Microsoft 365
ProductivityEmail, calendar, and Teams integration
Confluence
DocumentationKB article sync and collaboration
GitHub
DevelopmentDeveloper support tickets and issue tracking
Splunk
SecuritySecurity incident ticket creation
Performance Metrics
Industry-leading automation and efficiency
Automation Rate
Of L1 tickets resolved without human agents
Resolution Time
Reduction in average ticket resolution time
Accuracy
AI classification and routing accuracy
SLA Compliance
Tickets resolved within SLA targets
Cost Savings
Reduction in support operational costs
User Satisfaction
Average customer satisfaction rating
Enterprise Ready
Built for scale, security, and compliance
Security & Compliance
- Azure AD SSO with SAML 2.0 and OAuth 2.0
- Role-based access control (RBAC) with custom roles
- Data encryption at rest (AES-256) and in transit (TLS 1.3)
- SOC 2 Type II compliant infrastructure
- GDPR, ISO 27001, HIPAA, and PCI-DSS ready
- Audit logging with 7-year retention
- Multi-factor authentication (MFA) required
- IP allowlisting and network segmentation
Scalability & Performance
- Auto-scaling from 0 to 100K+ tickets/day
- 99.9% uptime SLA with redundancy
- Global deployment across 60+ regions
- Multi-tenant architecture with data isolation
- High availability with active-active failover
- Disaster recovery with RPO < 5 minutes, RTO < 15 minutes
- Rate limiting and throttling for API protection
- Real-time health monitoring and alerting
Use Cases
Common automation scenarios across IT operations
Password Reset Automation
Self-service password resets with identity verification, MFA, and automated AD updates
Hardware Requests
Automated procurement workflow for laptops, monitors, and equipment with approval routing
Access Provisioning
Streamlined user access requests, approvals, and provisioning to 200+ applications
Incident Triage
Automated incident categorization, severity assignment, and initial response for IT incidents
Knowledge Article Suggestions
AI-powered relevant article recommendations shown to agents during ticket handling
SLA Breach Prediction
Predictive analytics identifying at-risk tickets before SLA breach occurs
Phishing Investigation
Automated triage and investigation of reported phishing attempts with threat scoring
Software Installation
Self-service software requests with license compliance checking and automated deployment
VPN & Remote Access
Automated VPN access requests, troubleshooting, and connection diagnostics
Transform Your IT Support
Deploy enterprise-ready ticket automation for your organization. Get a custom demo tailored to your requirements.
Contact to Learn More
© 2026 WeCrafted Inc.