Cross-Source Analysis

What your entire collection says that no single paper does

Patterns, contradictions, and argument structures only become visible across dozens of sources. Kognific processes your entire collection and surfaces what is invisible at the single-paper level, with citations to every source it draws from.

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  • Analyze themes, arguments, and contradictions across your entire source collection
  • Argument mapping: trace how a debate develops across multiple papers
  • Timeline of findings: see how evidence on a topic has shifted over time
  • Contradiction detection with citations to both sides of the disagreement
  • Thematic patterns that appear across many sources, not just individual papers
  • Export analysis to Word, LaTeX, or PDF with full bibliography

Argument Mapping

Trace how an argument develops across your collection. Which papers establish a claim, which refine it, which challenge it. The map is cited to specific passages in your sources.

Timeline of Findings

See how research findings on a topic have evolved. Kognific uses the publication dates and claims of your specific papers to construct a chronological narrative of the evidence.

Contradiction Detection

Identify where your sources disagree. Kognific surfaces contradictions at the claim level, cites both sides, and frames the unresolved question for your analysis.

Cross-Source Thematic Analysis

Surface concepts and themes that appear across many of your sources. Understand what your collection collectively emphasizes, and what it collectively omits.

Cross-Source Ask AI

Ask questions that require reading multiple papers: 'Which sources support X while acknowledging Y?' or 'What is the consensus on Z across my collection?' Cited answers from your own sources.

Export-Ready Analysis

Generate cited analysis drafts and export to Word, LaTeX, or PDF. Choose from APA, MLA, Chicago, IEEE, Harvard, or Vancouver. The bibliography auto-generates from your citations.

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