research-synthesis

To synthesize multiple research files, ingest your PDFs, markdown, or plain text sources. The system catalogs the documents, extracts recurring themes, detects contradictions across sources, and generates a structured literature review document with actionable recommendations.

Identifying contradictions across market analysis PDFs is handled by ingesting the files and applying a language model to detect where sources disagree. It maps conflicting data points and recurring themes, producing a unified synthesis document highlighting strategic gaps.

Yes, you can generate actionable recommendations from three or more plain text reports. The process reads the source files, extracts metadata, identifies patterns, and outputs a structured synthesis document complete with evidence, insights, and next-step recommendations.

Yes, the research synthesis process works with markdown and PDF files together. It reads mixed file formats, extracts metadata from each, and unifies the content to identify themes and contradictions across all provided sources for a comprehensive analysis.

A key limitation of automated theme extraction is the requirement for at least three source files to function effectively. Additionally, it requires file system access to read documents, meaning inaccessible or poorly formatted files may hinder the synthesis output.