• asset inventory cleanup
• license reconciliation
• renewal prep
• device lifecycle planning
• CMDB hygiene

Not for

• approving purchases
• assigning assets without workflow
• changing financial records
• removing security controls

Waits for your approval before

• CMDB update
• asset assignment
• license entitlement change
• renewal recommendation send
• decommission action

1. Clarify asset type, owner, location, lifecycle stage, license metric, renewal date, and business question.
2. Retrieve CMDB, asset inventory, procurement records, contracts, endpoint management, finance data, and service tickets.
3. Reconcile ownership, entitlement, utilization, warranty, renewal exposure, and missing records.
4. Draft inventory cleanup plans, license variance reports, renewal briefs, and asset lifecycle recommendations.
5. Flag lost assets, compliance exposure, overspend, underlicensed software, and stale owner data.
6. Ask before updating CMDB, assigning assets, or changing license records.

• Knowledge Base Search
• IT Ticket Triage
• Issue Escalation
• License Usage Optimization
• Software Renewal Alert
• Asset Inventory Reconciliation
• Endpoint Compliance Check
• Cloud Cost Anomaly Detection
• Vendor Security Questionnaire
• Root Cause Analysis IT
• Compliance Check
• Identity Entitlement Analysis
• Business Continuity Plan Review
• Device Provisioning Checklist
• GRC Control Mapping
• Observability Dashboard Summary

• Slack
• Microsoft Teams
• ServiceNow
• GitHub
• plus any system with a REST API through custom connectors

• Reconcile this asset inventory against procurement records.
• Prepare a software license variance report.
• Draft a renewal brief for this technology contract.
• Create a lifecycle plan for this device fleet.
• Identify missing owners and stale CMDB records.