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Introducing: Research Matrix

Most R&D engineers collect technology intelligence in spreadsheets. But building these sheets manually is extremely time-consuming—designing the structure, collecting the data for every cell in the sheet, filtering them for relevance, and analyzing and summarizing findings.

With the Research Matrix, we built something that automates this process and feeds directly into this workflow. What used to take days and weeks, you can now do in minutes.

key technologies

The Problem With Most Research Tools

Most research tools output essays. But engineers need structured data they can analyze, compare, and share. The Research Matrix delivers intelligence in matrix format—the way technical decisions actually get made.

The Research Matrix: A Versatile Agent

Here are some examples of what you can do with the Research Matrix:

  • Structure complex technological challenges and systematically analyze each component
  • Create company lists for a topic with custom evaluation criteria for comparison
  • Compare competing technologies or materials side-by-side using tailored evaluation criteria
  • Evaluate component suppliers across criteria that are important to you

Or any scenario where you need systematic comparison across custom evaluation criteria.

Key Capabilities

Research Structure & Process

  • Transforms broad or complex research questions into structured subproblems (the matrix rows), and suggests appropriate evaluation criteria (the matrix columns)
  • An AI research agent in every matrix cell conducts targeted research for that cell
  • Bring your own matrix rows and columns—ideal when you already have specific companies or technologies in mind that you want to research

Data Verification & Sources

  • Every data point in the matrix provides direct access to the exact source text snippet and a link to the full original source

Flexible Analysis & Updates

  • Analyze individual rows & columns—when you add or change a row or column, you don't have to analyze the entire matrix from scratch again

Storage & Continuity

  • Matrices are stored (accessible to you only)
  • Continue where you left off—never lose your research progress, continue working on previously saved matrices

See full capabilities and screenshots →

Output: Excel-Ready Data

Research Matrix results export directly to Excel. No format conversion. No data loss. Drop findings into existing project spreadsheets or share with your team using tools they already have.

Try Research Matrix →