Stop Dreading Research Write-Ups

Automate report writing, paper publishing, and conference prep—on demand.

Turning complex findings into polished reports and papers eats up valuable research time. Preparing presentations for conferences adds another layer of stress and deadline pressure.

A Research Dissemination Agent for Mathematicians is an AI-powered agent that helps mathematicians write reports, draft papers, and prepare presentations by transforming technical results into publication-ready documents, enabling faster and clearer communication of research.

What this replaces

Manual drafting of research reports from raw findings
Formatting papers to meet journal or conference guidelines
Rewriting technical results for non-specialist audiences
Creating slide decks and visual aids for presentations

The hidden cost

What this is really costing you

Translating mathematical results into clear, publishable reports and presentations is tedious and time-consuming. Formatting for journals and conferences requires constant attention to detail. Each new dissemination task interrupts your research momentum and piles on administrative work.

Time wasted

1.8 hrs/week

Every week, burned on work an AI agent handles in minutes.

Money lost

$2,610/year

In salary, missed revenue, and operational drag — annually.

If you keep ignoring it

If you keep doing it manually, you'll spend hours on formatting, rewriting, and presentation prep, delaying publication and missing opportunities to share your work.

Cost estimates derived from U.S. Bureau of Labor Statistics occupational wage data and O*NET task analysis.

Return on investment

The math speaks for itself

Today — without agent

1.8 hrs/week

of manual work

$2,610/year/ year

With your AI agent

0.4 hrs/week

agent-handled

$580/year/ year

You save

$2,030/year

every year, reinvested into growing your business

Estimates based on U.S. Bureau of Labor Statistics median salary data and O*NET task importance ratings from worker surveys. Time savings assume 80% automation of eligible task components.

Jobs your agent handles

What this agent does for you

Complete jobs, handled end-to-end — so your team focuses on what matters.

Drafting a Technical Report

You ask your agent to turn your latest proof and data into a formal research report for internal review.

Preparing a Journal Submission

You ask your agent to reformat your paper and bibliography to fit the requirements of a specific mathematics journal.

Simplifying Results for a Talk

You ask your agent to summarize your theorem and results in plain language for a general audience presentation.

Building Conference Slides

You ask your agent to create a slide deck with visuals and bullet points for your upcoming professional conference.

How to hire your agent

1

Connect your tools

Connect your existing tools for mathematical modeling, data visualization, and document editing.

2

Tell your agent what you need

Type: 'Draft a research report on my latest findings and prepare slides for the upcoming conference.'

3

Agent gets it done

Receive a formatted report and a presentation-ready slide deck tailored to your specifications.

You doing it vs. your agent doing it

Write and structure reports from scratch using notes and raw data.
Agent produces a structured report from your inputs.
1 hr/week
Adjust formatting, citations, and layout to meet submission guidelines.
Agent reformats and checks compliance automatically.
30 min/week
Rewrite complex findings for broader audiences or collaborators.
Agent generates accessible summaries instantly.
20 min/week
Design and organize slides with visuals and bullet points.
Agent builds a presentation-ready slide deck from your content.
30 min/week

Agent skill set

What this agent knows how to do

Draft Research Reports

This agent generates structured research reports from your technical notes or raw findings, delivering a ready-to-review document.

Format for Publication

This agent reformats your paper to match specific journal or conference submission guidelines, providing a compliant manuscript.

Summarize Complex Results

This agent rewrites advanced mathematical findings into accessible summaries for broader audiences, producing clear layperson explanations.

Prepare Presentation Slides

This agent creates visually organized slide decks based on your research, supplying a presentation-ready file with key points and visuals.

Generate Reference Lists

This agent compiles and formats reference lists according to your target publication's style, returning a bibliography section ready for submission.

Key capabilities

  • Automates Draft Research Reports: This agent generates structured research reports from your technical notes or raw findings, delivering a ready-to-review document.
  • Automates Format for Publication: This agent reformats your paper to match specific journal or conference submission guidelines, providing a compliant manuscript.
  • Automates Summarize Complex Results: This agent rewrites advanced mathematical findings into accessible summaries for broader audiences, producing clear layperson explanations.
  • Automates Prepare Presentation Slides: This agent creates visually organized slide decks based on your research, supplying a presentation-ready file with key points and visuals.
  • Automates Generate Reference Lists: This agent compiles and formats reference lists according to your target publication's style, returning a bibliography section ready for submission.

AI Agent FAQ

The agent can process advanced mathematical content and terminology. For highly specialized or novel topics, you may need to review and fine-tune the output for accuracy.

The agent formats and structures your paper according to guidelines but cannot guarantee acceptance. Final content quality and research merit remain your responsibility.

You can fully edit and customize all documents after generation. The agent provides you with editable files for further refinement.

Your research data is not stored after processing and is only used to complete your requested task. No information is shared with third parties.

The agent does not directly integrate with specific mathematical tools but can accept outputs and files from your existing software.

See how much your team could save with AI

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