Research Hub — Research Studio interface
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Research Hub

An evidence-first research workspace that keeps source provenance attached and makes missing or invalid material visible before interpretation.

Research can look coherent while losing contact with the material that supports it. Research Hub gives each project a bounded workspace where sources, candidate evidence and gaps remain distinct.

Research Studio interfaceAn evidence-first research workspace that keeps source provenance attached and makes missing or invalid material visible before interpretation.

A project defines the material the workspace may read. Discovery produces unreviewed evidence records that retain their source context, while a separate read boundary checks project documents and figures before presenting them.

Provenance and failure state are treated as data, not presentation problems. If material is missing or fails a boundary check, it remains visible as a gap instead of quietly becoming part of the research output.

Technical territory

research workspacessource provenanceboundary validationevidence tracking