DI-Bench: Systematically Generating In-Domain Data Intelligence Benchmarks for Enterprise Agents

Evaluating enterprise agents on domain-specific benchmarks is critical, yet public benchmarks rarely evaluate whether agents can integrate business knowledge with analytical computation, and constructing such benchmarks manually is costly. We present DI-Bench, a pipeline for generating realistic ben