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AI Web Research Agent

An autonomous research system that browses websites, extracts information, analyzes sources and generates structured reports.

  • Browser Use
  • Firecrawl
  • Python
  • LLMs

Status — Internal build

The problem

Manual desk research is slow and inconsistent: opening dozens of pages, copying fragments, and reconciling contradictory sources by hand.

What we built

A research agent that takes a topic or question, plans a search strategy, visits and reads sources, and returns a structured report with the reasoning and references attached.

Approach

  • Planner step that decomposes a research question into sub-questions
  • Headless browsing and structured extraction from live pages
  • Source deduplication and conflict flagging before synthesis
  • Report generation in a fixed schema so output is machine-readable

Capabilities

  • Autonomous multi-page browsing
  • Structured data extraction
  • Source-linked summaries
  • Exportable report output

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