Research synthesis & insight engine

Multi source agent across PDFs, web data, and internal reports produces a competitive landscape with citations and contradictions flagged for review.

Analyst · Stack: Claude API, Web search, Citations. Outcome: Days → hours per research cycle

Overview

A research agent that reads across everything and returns a cited, contradiction-aware landscape you can actually defend.

The problem

Manual research across PDFs, the web and internal reports takes days, and the findings are hard to trust without sources.

How it works

• Fans out across PDFs, web results and internal reports.
• Extracts claims, figures and themes from each source.
• Cross-checks sources and flags contradictions for human review.
• Outputs a competitor and market landscape with citations.

What it does

• Multi source parallel research
• A citation on every figure and claim
• Automatic contradiction flagging
• Structured landscape table output

Architecture

Claude API with web search and tool use, plus citation tracking maintained across the full source set.

Results

• Days to hours per research cycle
• Every number traceable to a source
• Reviewers focus only on flagged conflicts