AI
Document Insights
Upload one or more documents and get a thematic analysis: key topics, sentiment, named entities, and how they relate. Useful for research, content analysis and literature reviews.
On the way
Document Insights is coming soon
Upload one or more documents and get a thematic analysis: key topics, sentiment, named entities, and how they relate. Useful for research, content analysis and literature reviews.
We're still building this one. We'd rather not ship it until it works reliably end-to-end — no fake progress bars, no pretend success screens.
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Going deeper
Beyond summary, into analysis
Document summaries answer 'what does this say?'. Document insights answer 'what does this mean?' — surfacing patterns, themes, and relationships that aren't visible from a close reading of any single document. For a corpus of customer feedback, insights might show which complaints cluster together, which features drive positive sentiment, and which themes correlate with churn. For a set of research papers, insights might surface the field's evolving concerns, recurring methodological debates, and under-examined questions.
The analytical operations are: topic extraction (what themes recur, with what weight), sentiment analysis (which sections read positively, neutrally, negatively), named entity recognition (people, organizations, places, dates, products mentioned), and cross-document comparison (where documents agree, where they diverge, what's unique to each). Each operation adds a layer of analysis that goes beyond summary.
For research workflows — literature reviews, competitive analysis, customer feedback analysis, content audits — this kind of thematic analysis turns a corpus of documents from a wall of text into a structured map. The AI doesn't replace careful reading; it makes careful reading more targeted, by pointing you at the documents and themes that matter most for your question.
What you get
Features
Topic and theme extraction
Sentiment analysis
Named entity recognition
Cross-document comparison
Coming soon
Step by step
How to use
- 1
Upload one or more PDFs or text files.
- 2
Click Analyze.
- 3
Read the structured insights report.
Your privacy
How this tool handles your file
When this tool ships, your documents will be processed in memory and deleted immediately afterwards.
Read more about our security practices or see our privacy policy.
Frequently asked
Common questions
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