Service-desk AI use-case and review record
For Service manager, Automation & AI, Service desk & technicians
MSP Stockroom / Free working sheet / October 7, 2026
Read https://mspstockroom.com/guides/ai-service-desk.html for the complete method.
Desk AI use-case and review record
- Use case and owner: [summary / category suggestion / reply draft / KB draft / responsible role].
- Scope: [ticket population / approved tool and account / start / end].
- Input boundary: [permitted fields / data classification / redactions / excluded attachments].
- Expected output: [required facts / uncertainty format / evidence references].
- Excluded actions: [sending / production changes / permissions / other tool calls].
- Review: [named reviewer / original evidence checked / current-state check / approval destination].
- Draft result: [accepted / cosmetic edits / substantive correction / rejected / pending].
- Error detail: [missing fact / invented fact / wrong client / unsafe promise / other].
- Measurement: [reviewed drafts / corrected-or-rejected drafts / rate / review minutes / generation failures].
- Stop and response: [trigger / pause owner / manual fallback / incident reference if needed].
- Effort and staffing: [net effort including negative / remaining judgment and coverage duties].
- Next decision: [continue / narrow / repair / stop / owner / review date].
Before using this sheet
Choose the owner, scope and period. Use safe references rather than private customer exports. Keep missing evidence marked unknown.
Use and license status
License: adapt internally for your MSP and the clients you support; do not resell or redistribute the source files. See https://mspstockroom.com/terms.html.