Deep Autonomous Reading
While standard AI chokes on context limits, our agents ingest massive volumes of complex papers, dense reports, and technical articles. They don’t just skim keywords; they absorb entire domains of literature simultaneously.
While standard LLMs choke on strict page limits, our agents seamlessly process massive, multi-hundred-page stacks of complex papers, dense reports, and technical articles without losing track of details.
Move beyond shallow keyword skimming. Our agents read and contextualize dense technical text the way a human analyst would, capturing nuanced meaning, edge cases, and hidden relationships.
Map entire ecosystems of literature at once. Instead of analyzing files in isolation, the agents absorb multiple document types simultaneously to find cross-cutting patterns across a whole field.
All cited works are extracted, normalised, and cross-referenced with open bibliographic databases to build a complete provenance graph.
Understanding at Depth
Agentic document analysis goes far beyond keyword extraction or summarisation. https://app.assay.it read documents the way a domain expert does — attending to rhetorical structure, implicit assumptions, and the relationship between evidence and conclusion.
What We Analyse
- Scientific Papers
- Regulatory & Legal Filings
- Technical Reports
- Whitepapers
- and others
Output
Every analysed document produces a structured dossier containing:
- A concise synthesis of the document’s purpose and conclusions
- Every factual assertion, graded by evidence strength
- A complete references and citations with external resolution
- Ambiguities and unresolved points flagged for follow-up
See it in action
Watch assay.it decompose a 120-page regulatory submission into a structured analytical dossier.
Start Your Deep Research Today
Transform massive stacks of technical papers and complex reports into validated analytical dossiers. Isolate hidden hypotheses, map open problems, and unlock the clarity you need to act.