What is SLA For Automated Work?
Also called automation SLA, service level agreement for agents.
An SLA for automated work is a stated commitment about the timeliness and quality of output produced by automated processes, along with what happens when the commitment is missed. It differs from a traditional service level agreement chiefly in that response speed is rarely the constraint, so accuracy and coverage commitments carry more weight.
Traditional support agreements are built around response and resolution time because human availability is the scarce resource. When a process runs continuously, response time commitments become easy to meet and correspondingly uninformative. The commitments that remain meaningful concern accuracy, the share of cases handled without escalation, and how quickly an escalated case reaches a person.
Escalation timing is where most of the real risk sits. A commitment to reply within a minute means little if the ten percent of cases needing a person then wait two days. Practitioners generally recommend separate commitments for the automated path and the escalated path, since a single blended number hides exactly the cases that generate complaints.
Commitments should be stated only where they can be measured and where a miss triggers something. An agreement with no defined consequence, whether a credit, a notification, or a review trigger, functions as marketing copy. The consequence need not be financial; a rule that three consecutive misses force a procedure review is a legitimate and often more useful mechanism.
Availability commitments need care because automated processes depend on external services outside the operator's control. Model providers, integration endpoints, and identity services all have their own reliability characteristics, and a commitment stronger than the weakest dependency cannot be honored. Stating the dependency and the fallback behavior is more honest than quoting an availability figure the stack cannot support.
Key points
- Accuracy and coverage matter more than response speed
- State separate commitments for automated and escalated paths
- A miss must trigger a defined consequence
- Availability cannot exceed the weakest external dependency
- Escalation wait time is where most complaints originate
In practice
A managed service publishes two commitments. Requests handled automatically receive a substantive reply within five minutes at any hour. Requests routed to a person receive a human reply within four working hours. Both are measured monthly from the journal, and three consecutive weeks below ninety five percent on either commitment automatically triggers a review of the escalation rules with the account owner.