• MODELING
  • ANALYSIS
  • HUMAN
  • SUMMARY

How to value university intellectual property with your AI

Connect your AI to accelerator data to run economic models on IP rights. It turns patent and licensing info into hard numbers.

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Short answer

How do I value university IP with my AI?

Your AI uses the get_ip_economic_value tool to process patent filings and licensing agreements. It produces specific economic worth estimates for the IP rights held by the accelerator. You get a breakdown of valuation models and risk factors.

Valuation outcomes

What you get from the AI

The AI processes your data into these specific results.

MODELING

Economic worth estimates

The AI generates specific dollar values for IP assets. You get a range based on different market scenarios.

ANALYSIS

Risk and sensitivity reports

The agent identifies which variables most impact the IP value. You see how changes in market conditions shift the economic outlook.

HUMAN

Expert review required

The AI provides the math, but you must validate the assumptions. You decide if the model's logic holds up against real-world legal constraints.

SUMMARY

Decision-ready data

The AI organizes the findings into structured formats. You get clean data ready for board meetings or negotiation prep.

The workflow

What your AI does when the data arrives.

The AI handles the heavy math and data aggregation so you can focus on the strategy.

  1. Data ingestion

    The AI pulls patent details and existing license terms from your connected files.

    get_ip_economic_value

  2. Model execution

    The agent applies economic formulas to the IP data to find the baseline value.

    get_ip_economic_value

  3. Scenario testing

    The AI adjusts variables like royalty rates or market penetration to see how the value changes.

    get_ip_economic_value

  4. Report generation

    The agent compiles the final numbers and risk assessments into a readable format.

    get_ip_economic_value

Try it

Copy these to start.

Use these prompts to kick off the valuation process.

Starting points

Replace the bracketed text with your specific file names or patent numbers.

Accelerator University Affiliation Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_aaPZof9dHR7MUT970WG7PW1q7e0vmAtqTQdT5DLY/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Accelerator University Affiliation capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-university-affiliation-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_aaPZof9dHR7MUT970WG7PW1q7e0vmAtqTQdT5DLY/mcp"
    }
  }
}
Copy into chat04

  • Run a valuation for the patent listed in the 'Q3_IP_Portfolio.csv' file.

  • Calculate the economic value of the licensing agreement found in the 'University_Tech_Transfer' folder.

  • Compare the IP value of the 'BioTech_Patent_01' against a high-growth market scenario.

  • Analyze the risk factors for the IP rights described in the 'Accelerator_Agreement_2024.pdf' document.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Accelerator University Affiliation once, then ask.

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FAQ

How this task behaves

  • 01

    Can the AI change the original patent documents?

    No. The AI only reads the data to perform calculations; it cannot edit or overwrite your source files.

  • 02

    Does the AI provide legal advice?

    No. It provides economic estimates based on mathematical models. You must consult a legal professional for actual IP rights advice.

  • 03

    What data does the AI need to run a valuation?

    It needs access to patent details, licensing terms, or relevant market data provided in your connected files.

  • 04

    Can the AI sign licensing agreements for me?

    No. The AI is a calculation and analysis tool. It cannot execute legal documents or enter into agreements.

  • 05

    How does the AI handle different valuation models?

    It uses the get_ip_economic_value tool to apply specific formulas to the data you provide.

  • More questions about Accelerator University Affiliation? The Connector page answers them. See everything the Accelerator University Affiliation Connector can do

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