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Free checklist

AI service desk evaluation checklist

Compare AI service desks using the same tickets, permissions and acceptance criteria. Use the checklist below and download an editable pilot worksheet before choosing a platform.

Pilot scorecard

Score a 30-day pilot on your own tickets

Choose one client and a small set of representative issues. Agree the baseline, success thresholds and handoff rules before the trial starts.

Write these down before you start

  • Tickets per month and how many are repeat questions

  • First-response and resolution SLA attainment

  • Technician handling minutes and reopen rate, grouped by ticket type

  • What you pay today for the tools NetZen would replace

Criterion
How to test it
Where to look
What good looks like
Answers from your documentation
How to test itAsk ten how-to questions your users asked last month, on Teams, email or the portal.
Where to lookTicket conversation and cited source
Success criteriaCorrect answers that cite your own document. A handoff when the document is missing.
Investigation quality
How to test itRecreate five recent device issues on a pilot machine.
Where to lookDiagnostic record and underlying signals
Success criteriaThe evidence is what your best technician would have checked.
Safe changes
How to test itTrigger fixes that need approval, and reject one.
Where to lookApproval event and action audit log
Success criteriaNothing changed without the approval you set. The rejected fix did not run.
Handoffs
How to test itRaise issues it cannot fix: hardware, the firewall, a vendor outage.
Where to lookEscalation record and assigned owner
Success criteriaThe right owner, the evidence attached, and the AI stopped.
Fix reliability
How to test itCount completed and failed runs over the pilot.
Where to lookCompleted, failed and reopened case records
Success criteriaFailures are named on the ticket and handed off, never retried silently.
SLA
How to test itCompare the pilot client with your baseline.
Where to lookComparable business-hours SLA report
Success criteriaFirst-response and resolution attainment at or above your baseline for comparable ticket types and business hours.
Technician time
How to test itLog time on pilot tickets as usual.
Where to lookTechnician time records by ticket category
Success criteriaLower handling time for comparable ticket types, without a higher reopen rate. Record both gains and regressions.
Rollout effort
How to test itOnboard one client: users, devices, mailbox, Teams.
Where to lookOnboarding log and configuration record
Success criteriaYou know your per-client onboarding time before you commit.

Keep a pilot record

For each ticket, record the category, automation outcome, approval decision, technician minutes and whether it reopened. Compare similar issues over the same business hours. Report sample sizes and exceptions; exclude staged demo tickets from customer outcome metrics.

Decide whether to expand, revise or stop the pilot against the thresholds you agreed before starting. Review failed runs and reopened tickets before counting a resolution as successful.

Define a pilot that can change your decision

Choose one representative client or team and name the people who will review the results. Include repeated how-to questions, device faults and requests that need human authorization. A vendor demo is useful for learning the interface, but it is not evidence of performance on your ticket mix.

Write down the success thresholds before testing: answer accuracy, correct handoff, completion without reopening, technician handling minutes and setup effort. Decide which failures would stop deployment even if average handling time improves.

Use the same evidence across vendors

Give each vendor equivalent access to the permitted documents, test endpoints and integrations. Record the exact product edition, enabled AI features and required add-ons. Where a vendor cannot demonstrate a capability, mark it unverified and identify the missing evidence.

The scorecard uses platform-neutral evidence locations. NetZen’s evaluation guide also shows the relevant NetZen screens and an illustrative investigation. Review the original output or audit event behind each claimed result, rather than relying only on a sales summary.

Include failure paths and client boundaries

Reject an approval, take an endpoint offline, remove a required document and ask a question that is outside the tool’s scope. Check whether the assistant explains the limitation and sends the ticket to the correct owner with the context it collected.

For an MSP, test two clients with similar names and different procedures. Confirm that restricted knowledge, credentials and action permissions stay within the intended client. A correct answer sourced from another customer’s document is a failed test.

Turn pilot results into a rollout decision

Keep the sample size, ticket categories, unsuccessful runs and reopen window with the score. Compare like-for-like business hours and handling work. Faster acknowledgement alone does not establish faster resolution, and released capacity does not establish a reduction in paid staff costs.

Use the calculator with the measured completion share and remaining handling time. Proceed only when the evidence meets your agreed thresholds; otherwise narrow the scope, change the setup or stop the pilot. Keep the completed worksheet for the next review.

FAQ

Questions about this resource

Test answers against permitted documentation, investigation quality, action permissions, approval rejection, handoffs, resolution reliability, SLA attainment, technician time and rollout effort. Keep the underlying evidence for each result.

Yes. Apply the same criteria and representative cases to every vendor. Record product editions, integrations and permissions so the demonstrations are comparable.

Use a period long enough to collect representative ticket categories and observe reopen behavior. Set the sample and success criteria first; extend the pilot if the available cases cannot support a decision.

Test the assumptions on your own tickets

Use a 30-day trial to measure the workflow, record exceptions and decide from the evidence.