Research

Our research programme pushes the boundaries of document intelligence, extraction fidelity, and grounded reasoning.

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Extraction Research

Advancing multi-level extraction with novel approaches to degraded documents and complex layouts.

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Reasoning Systems

Building reasoning architectures that detect contradictions and synthesise insights across large corpora.

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Evaluation Frameworks

Rigorous benchmarks measuring extraction accuracy, citation fidelity, and insight quality.

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Vision AI

Pushing multimodal AI capabilities for handwriting recognition, diagram understanding, and stamp reading.

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Graph Intelligence

Novel approaches to entity resolution, relationship inference, and knowledge graph construction.

Explore our work

We publish findings and share our approach openly.