OR-License: can an agent turn client materials into a feasible plan?

From documents to a solution

Thirty-one tasks across ten industries begin with client materials. The environment supplies business questions and checks submitted solution files for feasibility and objective quality. A mathematically attractive answer can fail if it violates a requirement.

OR-License: operational research tasks from client materials ↗OR-License implementation and data requirements ↗

What the results establish

The tested models did not match the expert reference across the evaluation. The authors distinguish completing the delivery process from producing a feasible, high-quality solution. That distinction is useful when defining acceptance checks for a planning assistant.

OR-License: operational research tasks from client materials ↗

What you can do

1. Read one task’s input materials, constraints and solution checker before interpreting aggregate scores. Open reference ↗

Where the evidence stops

The paper and repository were inspected. Tasks were not executed, and the reported results do not establish performance on your own business constraints.

Sources read. Sources read October 20, 2026. No installation, model inference or complete external workflow was executed.

Sources & further reading