Research

Data quality makes all the difference.

We’re driven by the conviction that model performance is fundamentally bounded by training data quality. Through expert collaboration, rigorous curation methodologies, and deep domain expertise, we research datasets that power tomorrow’s models.

SpreadsheetBench 2

Evaluating LLM agents on challenging, expert-curated, end-to-end spreadsheet tasks — financial modeling, debugging, and visualization in complex multi-sheet workbooks.

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Legora BAR

Legora’s Benchmark for Agentic Reasoning: end-to-end legal tasks drawn from real cases across 28 practice areas, with a public case co-created with AfterQuery.

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Select benchmarks co-created by AfterQuery

Core Research Areas

1

Computer Use

We’ve created training data and reinforcement learning environments that teach AI agents to navigate real software workflows end-to-end, capturing judgment calls and edge cases that only experienced practitioners recognize.