Finch (FinWorkBench): Benchmarking Finance & Accounting across Spreadsheet Centric Enterprise Workflows This repository contains the dataset for Finch , an enterprise grade benchmark for evaluating an agent’s ability to work like a skilled finance & accounting expert (work IQ) on real world professional workflows. Paper : https://arxiv.org/abs/2512.13168 Evaluation Code : https://github.com/FinWorkBench/Finch 🍻 Updates 2026 4 6 : FinWorkBench is accepted to ACL 2026 Findings. Dataset Description Finch focuses on messy and long horizon finance & accounting workflows that span: data entry/import, structuring/formatting, web search, cross sheet/file retrieval, calculation, financial modeling, validation, translation, visualization, and reporting. The workflows are derived from real world enterprise workspaces—primarily Enron and the EUSES Corpus—and further extended with more recent artifacts (e.g., 2024 and 2025) from investment and securities companies, the World Bank, Canadian and British government agencies, and other sources. Enterprise email threads where collaborators naturally describe, discuss, and track workflows Large and messy spreadsheets with multimodal artifacts includ…
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