The Business Operations Expert designs realistic, multi-step benchmark tasks based on real business operations workflows. Tasks may cover reporting, process design, and workflow management, and should include realistic supporting materials and clear instructions. The expert defines objective grading criteria that allow qualified reviewers to reach consistent verdicts, while creating tasks that require careful judgment and interpretation of source materials rather than simple lookup. Supporting materials may include spreadsheets, system exports, process documentation, and operational reports. The role also requires identifying tasks that are ambiguous or cannot be graded reliably, and delivering approved tasks on schedule and at the required quality level. No prior AI experience is required; relevant operational domain knowledge is the focus.
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