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Enriching and Generating Outputs with the Maven Bio AI Research Agent

Updated over a month ago

Maven Bio’s AI Research Agent is designed not only to answer research questions, but also to enhance, transform, and generate structured outputs based on your existing materials or request. Whether you are importing a dataset, building a financial model, or preparing slides for a meeting, the Agent can apply structured research and automation to support your business needs.

Key Capabilities at a Glance

With Maven Bio’s Research Agent, you can:

  • Import and enrich existing datasets

  • Add structured columns and supporting sources

  • Generate financial and strategic models

  • Apply internal templates to analyses

  • Produce slides, reports, PDFs, and spreadsheets

The Agent bridges research, analysis, and deliverable creation—allowing you to move from raw data to structured, presentation-ready outputs efficiently.

Enriching Existing Lists and Tables

The Research Agent allows you to import your own lists and enrich them with additional data.

You can:

  • Upload an Excel file containing a list of companies, drugs, trials, or other entities

  • Attach the file to the Agent

  • Specify the additional columns or data points you would like added

For example:

  • If you have a list of companies, you can request partnership and pipeline details etc.

  • If you have a list of drugs, you can request clinical, regulatory, or commercial data points etc.

  • If you have a list of trials, you can request competitor analysis or intervention details etc.

Once processed, the Agent returns an updated spreadsheet that includes:

  • The newly added columns

  • Structured data

  • Supporting sources

This allows you to build on your internal datasets without manually researching each entry.

Creating Financial and Strategic Models

Maven Bio can also generate structured models based on your business requirements.

For example and not limited to :

  • NPV analyses

  • Target Product Profile (TPP) models

  • Scenario-based financial analyses

You can:

  • Provide specific business assumptions

  • Attach an internal financial template

  • Instruct the Agent to apply the model to a specific asset, company, trial, or combination of entities

The Agent will generate a model aligned with your requested structure and analysis needs.

Generating Slides, Reports, and Documents

The Research Agent can create presentation-ready materials and formatted documents.

You can:

  • Attach a PowerPoint template

  • Attach images

  • Provide a Word or PDF format

  • Specify the topic and content requirements

For example:

  • Preparing slides for an upcoming meeting

  • Creating an executive summary document

  • Building a formatted analysis deck

When you attach your template and clearly outline your requirements, the Agent generates content directly in your specified format. You can download the outputs from the Maven Bio app, and they will also be sent to you by email.

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