How should labs score routing when several destinations are acceptable?
Routing evaluation should recognise valid alternatives and distinguish harmless variation from consequential misassignment, using explicit acceptance criteria and business-specific error categories.
A routing benchmark can become misleading if it assumes every request has exactly one valid queue. An organisation may permit either a central service desk or a regional administration team to accept a routine account enquiry. Both routes can satisfy the policy even if one reference answer names only the central desk.
A buyer can inspect whether generated tasks define an acceptable destination set, any preferred destination and the reason for that preference. These are separate concepts: permitted variation should not be scored as a prohibited action.
Error categories should also reflect consequences. Sending a routine enquiry through an allowed intermediate desk differs from assigning it to a team that lacks authority to access the case. A rubric can distinguish unnecessary transfer, delayed ownership and invalid assignment without claiming they have identical cost.
For training, these distinctions support preference comparisons grounded in business rules. For evaluation, report the component outcomes alongside any aggregate score. Buyers should inspect how weights are chosen, because a single summary number can hide an unacceptable failure category.
Score operationally acceptable outcomes without treating every departure from a single reference label as an equal failure.
- Audience:
- Model labs
- Content type:
- Explanation
- Buyer question:
- How to evaluate it
Content release: r-a220eb6e099b243b
Related questions
- How can buyers test whether an agent uses the right evidence to choose a destination?
- Which evaluation hooks reveal whether a routing action preserved the required handover?
- What should buyers inspect before using a generated routing corpus?
- How can buyers detect answer leakage in generated routing evaluations?
- How should evaluation handle a destination that changes while the agent is working?
- What should buyers check in generated content before trusting agent scores?