人工智慧（AI）合作與授權協議（2019-2026）

人工智慧（AI）領域併購的權威基準

人工智慧 (AI) 領域的合作關係是由技術主導的合作所推動的，這些合作涵蓋多個治療領域，交易結構反映了對平台、數據和計算能力的獲取。

本報告對超過 1220 項人工智慧合作夥伴關係和許可協議進行了全面系統的分析，清晰且基於證據地展示了整個市場夥伴關係的設計、談判和執行方式。

清楚了解市場標準

本報告將使您深入了解人工智慧交易的實際建構方式，使您能夠：

• 自信地對標類似交易
• 對相關交易中的預付款、里程碑付款和特許權使用費結構進行詳細分析。
• 設定切合實際的市場參數
• 您可以清楚地了解合約條款如何因技術類型、應用和合作夥伴情況而異。
• 支持基於證據的評估和合約結構確定。
• 內部討論應基於實際交易數據，而非假設。
• 了解各大公司如何進行交易。
• 在快速發展、科技主導的環境中，我們能夠了解合作夥伴的行為和重複交易結構。
• 全面了解交易結構和執行情況
• 本報告超越了表面的交易數據，提供了對底層合約文件的訪問，從而可以詳細了解實際合約是如何構建的。

這包括：

• 授予和保留的權利
• 負責開發和商業化
• 財務結構和支付觸發機制
• 關鍵合約條款和保障措施
• 這種程度的透明度對於了解人工智慧夥伴關係關係中價值、風險和控制權的分配方式至關重要，尤其是在獲取專有平台、數據和能力是合作的核心時。
• 專為實際業務拓展和策略制定而設計。

本報告主要廣泛用於以下用途：

• 建置和基準測試實際交易
• 在清晰的市場環境下準備談判
• 評估技術合作夥伴和合作機會
• 支持以可靠證據為基礎的數據驅動型內部策略。
• 內容
• 超過1220項人工智慧合作與授權協議
• 財務條款，包括預付款、里程碑付款和版稅（如有揭露）。
• 一個可全文搜尋的合約目錄（依公司、技術和應用程式分類）。
• 可直接查閱向美國證券交易委員會提交的合約和原始文件。
• 分析交易趨勢、重大交易和活躍的交易商。
• 關於人工智慧交易的可靠、基於證據的參考資料。
• 本報告結合全面的交易覆蓋範圍和合約層面的洞察，提供了關於如何建立、談判和評估人工智慧夥伴關係關係的可靠、基於證據的參考資料。

目錄

執行摘要

第1章：引言

第2章：人工智慧交易趨勢

• 介紹
• 多年來與人工智慧相關的交易
• 人工智慧相關交易中最活躍的相關人員
• 與人工智慧相關的交易（按交易類型）
• 與人工智慧相關的交易（按治療領域分類）
• 與人工智慧相關的交易（按行業分類）
• 與人工智慧相關的交易條款和條件

第3章：人工智慧領域的主要交易

• 介紹
• 重大人工智慧相關交易（按金額計）

第4章：人工智慧交易系統中最活躍的相關人員

• 介紹
• 人工智慧交易中最活躍的相關人員
• 最活躍的人工智慧相關交易的公司簡介

第5章：人工智慧合約交易目錄

• 介紹
• 人工智慧合約交易目錄

第6章：利用人工智慧的交易（依技術類型分類）

• 交易清單
• 交易清單 - 與人工智慧 (AZ) 相關的交易（按公司分類）
• 交易清單 - 與人工智慧相關的交易（按交易類型分類）
• 交易清單 - 與人工智慧相關的交易（按治療領域分類）
• 交易類型的定義
• 關於這家研究公司
• 當前夥伴關係
• 目前合約
• 理想合作夥伴最新報告的標題

The definitive benchmark for artificial intelligence dealmaking

Artificial intelligence (AI) partnering is driven by technology-led collaborations that span multiple therapeutic areas, with deal structures reflecting access to platforms, data, and computational capabilities.

This report provides a comprehensive and structured analysis of 1220+ AI collaboration and licensing deals, delivering a clear and evidence-based view of how partnerships are designed, negotiated, and executed across the market.

Establish a clear view of market standards

The report enables a precise understanding of how AI deals are structured in practice, allowing you to:

• Benchmark comparable transactions with confidence
• Detailed analysis of upfronts, milestones, and royalty structures across relevant deals
• Define realistic market parameters
• Clear insight into how deal terms vary by technology type, application, and partner profile
• Support valuation and structuring decisions with evidence
• Ground internal discussions in real transaction data rather than assumptions
• Understand how leading companies approach dealmaking
• Visibility into partner behaviour and recurring deal structures across a rapidly evolving, technology-driven landscape
• Full visibility into deal structure and execution
• Beyond headline deal data, the report provides access to underlying contract documents, enabling a detailed understanding of how agreements are constructed in practice.

This includes:

• Rights granted and retained
• Development and commercialization responsibilities
• Financial structures and payment triggers
• Key contractual provisions and protections
• This level of transparency is critical to understanding how value, risk, and control are allocated within AI partnerships, particularly where access to proprietary platforms, data, and capabilities is central to the collaboration.
• Designed for real-world BD and strategy use

The report is widely used to:

• Structure and benchmark live transactions
• Prepare for negotiations with well-defined market context
• Evaluate technology partners and collaboration opportunities
• Support internal strategy with robust, defensible data
• What's included
• 1220+ AI collaboration and licensing deals
• Financial terms, including upfronts, milestones, and royalties where disclosed
• Fully searchable deal directory (by company, technology, and application)
• Direct access to SEC-filed agreements and source documents
• Analysis of deal trends, key transactions, and active dealmakers
• A trusted, evidence-based reference for AI dealmaking
• Combining comprehensive deal coverage with contract-level insight, this report provides a trusted, evidence-based reference for how AI partnerships are structured, negotiated, and valued.

Table of Contents

Executive Summary

Chapter 1 - Introduction

Chapter 2 - Trends in artificial intelligence dealmaking

• 2.1. Introduction
• 2.2. Artificial intelligence deals over the years
• 2.3. Most active artificial intelligence dealmakers
• 2.4. Artificial intelligence deals by deal type
• 2.5. Artificial intelligence deals by therapy area
• 2.6. Artificial intelligence deals by industry sector
• 2.7. Deal terms for artificial intelligence deals
  • 2.7.1 Artificial intelligence deals headline values
  • 2.7.2 Artificial intelligence deal upfront payments
  • 2.7.3 Artificial intelligence deal milestone payments
  • 2.7.4 Artificial intelligence royalty rates

Chapter 3 - Leading artificial intelligence deals

• 3.1. Introduction
• 3.2. Top artificial intelligence deals by value

Chapter 4 - Most active artificial intelligence dealmakers

• 4.1. Introduction
• 4.2. Most active artificial intelligence dealmakers
• 4.3. Most active artificial intelligence deals company profiles

Chapter 5 - Artificial intelligence contracts dealmaking directory

• 5.1. Introduction
• 5.2. Artificial intelligence contracts dealmaking directory

Chapter 6 - Artificial intelligence dealmaking by technology type

• Deal directory
• Deal directory - Artificial intelligence deals by company A-Z
• Deal directory - Artificial intelligence deals by deal type
• Deal directory - Artificial intelligence deals by therapy area
• Deal type definitions
• About Biopharma Research Ltd
• Current Partnering
• Current Agreements
• Recent report titles from Current Partnering

Table of figures

• Figure 1: Artificial intelligence deals since 2019
• Figure 2: Active artificial intelligence dealmaking activity since 2019
• Figure 3: Artificial intelligence deals by deal type since 2019
• Figure 4: Artificial intelligence deals by therapy area since 2019
• Figure 5: Artificial intelligence deals by industry sector since 2019
• Figure 6: Artificial intelligence deals with a headline value
• Figure 7: Artificial intelligence deals with an upfront value
• Figure 8: Artificial intelligence deals with a milestone value
• Figure 9: Artificial intelligence deals with a royalty rate value
• Figure 10: Top artificial intelligence deals by value since 2019
• Figure 11: Most active artificial intelligence dealmakers since 2019
• Figure 12: Artificial intelligence deals by technology type since 2019