AI support agent SLA: define resolution before you sign

A closed request doesn’t necessarily mean completed work. Use a service-obligation worksheet to clarify resolution, clocks, ownership, and evidence before agreeing terms.

A customer needs an account report. The agent supplies a link, and the system marks the request resolved. Then the customer reopens it: the link returns access denied.

Which event should count as completion? The reply, the closed status, or the moment the customer can open the authorized report?

An AI support agent SLA (service-level agreement) needs to make that distinction inspectable. Your support team, procurement team, and supplier need a shared understanding of the work and its evidence.

Start with one request and follow its events. The worksheet below helps you identify what remains undecided before a success label becomes a service commitment.

At a glance

• Define the covered customer work and the evidence that makes its outcome acceptable. Map billing eligibility separately.
• Agree which events start, stop, or pause each service clock, including what happens when the same request reopens or transfers.
• Name the owners of evidence, communication, and disputed outcomes. Review actual terms and consequences rather than assuming a status label settles them.

Which service commitment are you measuring?

An AI support agent SLA can cover several different commitments. Availability, a qualifying response, and usable completed work need not share one indicator or stop event.

A service-level indicator, or SLI, measures an aspect of service. A service-level objective, or SLO, sets a target for that measurement.

Google’s SRE book describes an SLA as an agreement that “includes consequences of meeting (or missing) the SLOs they contain.” An SLO is therefore not inherently internal; it can form part of an SLA.

Apply those distinctions to the work you are buying. An available service can still deliver an unusable report link. A prompt acknowledgment can exist before a qualifying answer.

Billing asks another question. Zendesk, for example, describes automated resolutions for billing as requests successfully resolved by its AI agent without escalation to a human. That definition does not establish your chosen service-acceptance rule or explain every reopen scenario.

Check policy coverage as well as vocabulary. Conventional ticket metrics do not automatically cover an AI-agent interaction, every channel, or every response type.

Use the DevRev reference on service-level clocks and targets for measurement and configuration context. It does not replace the parties’ agreement on which work, evidence, and consequences apply.

A closed request that was not yet resolved

The same request can produce several plausible completion timestamps. You need to decide what each timestamp establishes before using it to assess a commitment.

Illustrative case: all events below are fictional. This is not an executed product test, a customer result, or a vendor invoice.

Case A concerns an account report the customer is authorized to receive. All events occur on the same day, in one time zone, within the example’s coverage window. Assume no valid pause event.

The acknowledgment took two minutes, the substantive reply six, and status closure eight. The verified result arrived after 70 minutes. Ownership acceptance happened during that interval; it did not complete the request.

Those are elapsed times from receipt, not a determination that an SLA was met or missed. No deadline or contractual stop rule has been supplied.

Keep the reopen attached to Case A rather than inventing a fresh request that hides the earlier attempt. Whether a measurement continues, resumes, or changes must follow the applicable agreed rule.

The billing-candidate flag also remains unresolved. Procurement must check the actual commercial definition, including treatment of reopens and human involvement, before drawing an invoice conclusion. Nothing in this example establishes that the customer was charged.

The AI support agent SLA worksheet

Put the service question, required evidence, and unresolved decision together. That makes the worksheet useful to both the person negotiating the agreement and the team expected to operate it.

This is an educational worksheet, not contract wording to copy and sign. Leave targets and remedies open until the responsible parties settle them. Legal should review any proposed contractual language or interpretation.

Keep the billing row separate from the rows that establish what service was delivered; the two decisions may require different evidence.

Use execution records for the evidence review where an agent performs part of the work. A recorded tool call can help explain an attempt; it doesn’t by itself establish that the customer received a usable result.

For Case A, preserve both the failed link and the eventual access verification. Removing the failed attempt would make the final result look easier to interpret than the actual sequence allows.

What must you verify before signing?

Assign each unresolved worksheet question to the role that can answer it. A useful review ends with evidence and an agreed interpretation, not a set of unchecked assurances.

Support operations should define the covered request and the outcome that makes it complete. Walk through the reopen and handoff events using the proposed clock rules. Ask whether the same rules still make sense when the customer responds later or work crosses a coverage boundary.

Technical owners should demonstrate the selected workflow and show which records it produces. Inspect unsuccessful attempts as well as successful ones, checking whether the evidence distinguishes a returned link, an accepted human owner, and a usable result. Don’t assume every platform exposes the same fields.

Procurement should reconcile the service worksheet with the applicable commercial definitions. Identify which terms govern a disputed candidate event and who can explain the reconciliation. A billing label on a dashboard is not a substitute for that review.

Security should determine appropriate evidence access and handling. The buyer needs enough information to inspect the agreed outcome, not unrestricted access to every customer record or private trace. Confirm whether necessary evidence can be shared with the designated reviewers under the intended permissions.

Legal should review proposed terms, exclusions, consequences, liability, and the interpretation of disputed events. The worksheet identifies questions for that review; it does not supply approved clauses or establish enforceability. A dependency failure also needs an agreed investigation and communication owner, not just an exclusion label.

For the wider procurement process, use evaluation evidence before you sign.

When evaluating Computer, by DevRev, use the selected workflow and worksheet. Ask which actions and relevant evidence can be demonstrated, and which depend on configuration or further validation. A demonstration informs the discussion; it does not create agreed service terms.

Bring one support workflow to the next discussion with its ambiguous events still visible. Ask which event establishes the usable result, which records support it, and who must resolve the remaining timing or commercial questions.

Use the worksheet to separate what a demonstration shows from what the parties have actually agreed. That distinction matters more than selecting the most reassuring success label.

Discuss your AI support agent SLA with Computer to explore what can be demonstrated for your workflow.