Example Co. · IT Service Desk · 2026-10-19 to 2026-10-24

Where AI agents fit

Each task is scored on how consistently the team does it, how much time it takes and how much is redone. 2 tasks are ready for an agent now. Together the designs below would give back about 25–42 hours a week ($73K–119K a year).

4 of these designs are validated with the team: decisions, exceptions and what “done” means come from their answers. What the team told us →

Task	Verdict	Readiness	Team h/week	Back h/week	Build with
Password resets and account unlocks	Ready for an agent	79	29	11–17	Microsoft 365 Copilot, Copilot Studio
Provision software and access requests	Ready for an agent	81	18	7–11	Microsoft 365 Copilot, Copilot Studio
Status update emails to users	AI assist (a person acts)	72	25	4–8	Microsoft 365 Copilot, Copilot Studio
Triage and route incoming tickets	AI assist (a person acts)	84	20	3–6	Microsoft 365 Copilot, Copilot Studio
Remote troubleshooting sessions	Keep with people	–	19	–

Password resets and account unlocks agent

Password resets and account unlocks · Ready for an agent · size S, about 1–2 weeks to build

Validated with 6 team members · 1 of 3 decisions described

Takes each case from ServiceNow through Active Directory Users and Computers and records the result, with a person approving changes.

72% of cases follow the same steps
29 team hours a week
data is moved by hand from ServiceNow to Active Directory Users and Computers (28% retyped)
15% of cases redo steps
17% of cases need an extra lookup (an exception the agent must handle)

Full blueprint →

Provision software and access requests agent

Provision software and access requests · Ready for an agent · size M, about 2–5 weeks to build

Validated with 6 team members · 3 of 4 decisions described

Takes each case from ServiceNow through Microsoft Entra admin center, Microsoft admin center and records the result, with a person approving changes.

61% of cases follow the same steps (some in a different order, some skip a step)
18 team hours a week
data is moved by hand from ServiceNow to Microsoft Entra admin center (42% retyped)

Full blueprint →

Status update emails to users agent

Status update emails to users · AI assist (a person acts) · size S, about 1–2 weeks to build

Validated with 6 team members · 1 of 1 decisions described

Handles each case in Microsoft Outlook, with a person approving changes.

82% of cases follow the same steps
25 team hours a week
34% of cases redo steps

Full blueprint →

Triage and route incoming tickets agent

Triage and route incoming tickets · AI assist (a person acts) · size S, about 1–2 weeks to build

Validated with 6 team members · 3 of 3 decisions described

Handles each case in ServiceNow, with a person approving changes.

87% of cases follow the same steps
20 team hours a week
17% of cases redo steps

Full blueprint →

How to read this

Readiness weighs how many cases follow the same steps, how many team hours are at stake, whether the work moves data between systems, and how often steps are redone. “Standardize first” means the team does the task too many different ways for an agent to follow; its training guide comes first and its savings here are discounted. Designs use the company's own tools and its approval rules; build times are estimates for an experienced builder, including testing and a pilot. After launch, HourBack measures the same task again to show what came back.