IT AI Skill
Service Request Automation
Automate IT service requests including software provisioning, hardware requests, access requests, and common service catalog items. Use when implementing self-service portals, automating request workflows, managing service catalogs, or streamlining fulfillm...
Service Request Automation
Automate IT service requests including software provisioning, hardware requests, access requests, and common service catalog items.
Workflow
1. Service Catalog Design
SERVICE CATALOG STRUCTURE
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CATEGORY: Account & Access
→ Request user access (application-specific)
→ Reset password
→ Enable MFA
→ Request admin privileges (approval required)
→ Request service account
CATEGORY: Software
→ Request new software (from approved catalog)
→ Request software license upgrade
→ Request trial software
→ Request cloud subscription (SaaS)
CATEGORY: Hardware
→ Request new laptop
→ Request peripheral (monitor, keyboard, mouse)
→ Request hardware upgrade (RAM, SSD)
→ Return hardware (offboarding)
CATEGORY: Infrastructure
→ Request new cloud resource (VM, database)
→ Request storage increase
→ Request DNS record change
→ Request SSL certificate
FULFILLMENT MODELS:
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Type Example Automation Approval
───────────────────────────────────────────────────────────────────────
Fully Automated Password reset 100% None
Semi-Automated Software install 80% Manager
Manual Hardware procurement 30% Manager + Budget
Escalated Custom request 0% IT Director
2. Automated Fulfillment Workflows
WORKFLOW: Software Installation Request
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Trigger: User submits request via portal
Fields: Software name, version, business justification, cost center
Step 1: Validation (Automated)
→ Check if software is in approved catalog
→ Check if user already has license
→ Check license availability
→ If not approved: Route to IT for evaluation
Step 2: Approval (Automated routing)
→ Free software: Auto-approve
→ Standard software (<$100): Manager approval
→ Premium software (>$100): Manager + IT Director
→ Custom software: IT evaluation + budget approval
Step 3: Fulfillment (Automated)
→ Software in endpoint management (Intune/Jamf): Auto-deploy
→ SaaS subscription: Auto-provision via API (SCIM)
→ On-prem install: Queue for desktop support team
→ License assignment: Auto-assign from license pool
Step 4: Confirmation
→ Email notification to user
→ Portal ticket update
→ License inventory updated
→ Cost center charged
Average Fulfillment Time:
→ Auto-deploy: <5 minutes
→ SaaS provisioning: <15 minutes
→ Manual install: <24 hours (SLA)
WORKFLOW: Cloud Resource Request
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Trigger: Developer requests AWS resource
Fields: Resource type, size, environment, budget code, duration
Step 1: Policy Check (Automated)
→ Instance type allowed? (no p4d in dev)
→ Region allowed? (only us-east-1, eu-west-1)
→ Budget code valid?
→ Cost estimate within threshold?
Step 2: Approval
→ Dev environment (<$100/month): Auto-approve
→ Staging (<$500/month): Team lead approval
→ Production: Engineering manager + FinOps approval
Step 3: Provisioning (Automated via Terraform)
→ Apply infrastructure template
→ Tag with cost center, environment, owner
→ Configure networking (VPC, security groups)
→ Enable monitoring and logging
→ Set auto-shutdown for non-production
Step 4: Notification
→ Send resource details to requester
→ Register in CMDB
→ Enable cost tracking
3. Approval Workflows
APPROVAL MATRIX
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Request Type Approver Escalation SLA
───────────────────────────────────────────────────────────────────────
Password reset None (self-service) — Immediate
Software (free) Auto-approve IT Manager 1 hour
Software (<$500) Direct manager IT Director 4 hours
Software (>$500) Manager + IT Dir CTO 24 hours
Hardware request Direct manager IT Director 48 hours
Admin access request Manager + Sec Owner CISO 24 hours
Cloud resource (production) Eng Manager + FinOps VP Eng 24 hours
Break-glass access CISO CEO Immediate
Custom request IT Manager CTO 48 hours
APPROVAL NOTIFICATIONS:
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→ Email notification with one-click approve/reject
→ Mobile approval via service desk app
→ Slack notification for urgent requests
→ Auto-reminder at 50% of SLA
→ Auto-escalation at SLA breach
4. Service Request Analytics
SERVICE REQUEST METRICS
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Monthly Volume (Q4 2024):
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Request Type Volume % of Total Auto-Fulfillment Avg Fulfillment
───────────────────────────────────────────────────────────────────────────────────
Password reset 850 32% 100% <1 min
Software request 420 16% 75% 45 min
Access request 380 14% 60% 2 hours
Hardware request 250 9% 30% 3 days
Cloud resource 350 13% 85% 30 min
Cloud infrastructure 180 7% 70% 1 hour
Other 170 9% 20% 5 hours
───────────────────────────────────────────────────────────────────────────────────
TOTAL: 2,600 100% 65% 2.5 hours
Fulfillment Performance:
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Metric Current Target Trend
──────────────────────────────────────────────────────────
Auto-fulfillment rate 65% 80% ↑ +5% QoQ
Avg fulfillment time 2.5 hrs 1 hr ↓ -15% QoQ
SLA compliance 94% 97% ↑ +2% QoQ
Customer satisfaction (CSAT) 4.2/5 4.5/5 ↑ +0.1 QoQ
Rejection rate 8% 5% ↓ -2% QoQ
Cost per request $12 $8 ↓ -10% QoQ
TOP OPPORTUNITIES:
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1. Increase auto-fulfillment for access requests (60% → 85%)
→ Integrate with IAM platform for auto-provisioning
2. Hardware request automation (30% → 60%)
→ Integration with procurement system (Coupo/Ariba)
3. Reduce rejection rate (8% → 5%)
→ Improve catalog descriptions and eligibility rules
5. Self-Service Portal
SELF-SERVICE PORTAL FEATURES
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1. Service Catalog:
→ Browsable catalog with search
→ Service descriptions with SLAs
→ Estimated delivery times
→ Cost information (if applicable)
2. Request Tracking:
→ Dashboard of all requests
→ Real-time status updates
→ Timeline view
→ Communication thread
3. Self-Healing:
→ Password reset tool
→ Software self-install (approved list)
→ License self-service
→ VPN reconnect
4. Chatbot Integration:
→ Natural language request creation
→ "Install Chrome" → Creates software request
→ "I need admin access" → Creates access request
→ FAQ answering for common issues
Edge Cases
- Bulk requests: Mass provisioning for new-hire waves
- Emergency requests: Expedited approval and fulfillment
- Contractor requests: Time-bound access, auto-expiry
- Compliance-sensitive: Audit trail, data handling
Integration Points
- Service desk: ServiceNow, Jira Service Management, Freshservice
- Endpoint management: Intune, Jamf, SCCM
- IAM: Okta, Entra ID, SailPoint
- Cloud: AWS, Azure, GCP (resource provisioning)
- Procurement: Coupo, Ariba, Zapier
- Chatbot: Microsoft Bot Framework, Dialogflow
Output
Service Request Summary
SERVICE REQUEST REPORT — Q4 2024
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Total requests: 2,600
Auto-fulfilled: 1,690 (65%)
SLA compliance: 94%
Customer satisfaction: 4.2/5
Cost per request: $12 (↓ 10% QoQ)
Top 3 opportunities:
→ Increase access request automation (60% → 85%)
→ Hardware procurement integration
→ Improve catalog to reduce rejections