查看購物車
  • English
  • Japanese
封面
市場調查報告書
商品編碼
1963874

程序化廣告市場－全球產業規模、佔有率、趨勢、機會與預測：按類型、產業、競標、地區和競爭格局分類，2021-2031年

Programmatic Advertising Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented, By Type, By Industry, By Auction (Real-Time Bidding, Private Marketplace ), By Region & Competition, 2021-2031F
出版日期: | 出版商: TechSci Research | 英文 180 Pages | 商品交期: 2-3個工作天內

價格

We offer 8 hour analyst time for an additional research. Please contact us for the details.

簡介目錄

全球程式化廣告市場預計將從 2025 年的 520.4 億美元成長到 2031 年的 1,227.1 億美元，複合年成長率為 15.37%。

該市場利用演算法軟體和即時競價，實現數位廣告資源採購和銷售的自動化，從而觸及特定的受眾群體。透過以即時高效的交易取代人工廣告訂購，這項技術重新定義了現代廣告技術領域。其主要成長要素包括廣告主需要透過自動化工作流程來最大化投資報酬率，以及需要將廣告定向範圍擴展到不同的媒體管道。根據互動廣告局 (IAB) 預測，美國程序化廣告收入預計將在 2024 年達到 1,348 億美元，年增 18.0%。

市場概覽
預測期 2027-2031
市場規模：2025年 520.4億美元
市場規模：2031年 1227.1億美元
複合年成長率：2026-2031年 15.37%
成長最快的細分市場 基於行動的廣告
最大的市場 北美洲

儘管市場成長勢頭強勁，但由於法規環境日益嚴格，資料隱私保護面臨許多挑戰。第三方 Cookie 的逐步淘汰以及全球嚴格隱私法律的實施，嚴重限制了演算法最佳化所需的追蹤資料。因此，業內相關人員在遵守嚴格標準的同時，難以維持精準的受眾定位和歸因分析，這給市場擴張帶來了巨大障礙。

市場促進因素

聯網電視(CTV) 和 OTT 廣告支出的快速成長是市場發展的主要驅動力。隨著觀眾從傳統電視轉向串流平台，廣告主正利用程式化技術自動在Over-The-Top上投放高影響力廣告。這種轉變將電視的廣泛覆蓋範圍與數位效果管道的精準性相結合。根據 DoubleVerify 於 2025 年 5 月發布的報告《2025 年全球洞察－現代串流媒體格局趨勢》，CTV 的廣告曝光率正快速成長，年成長 66%，顯示其應用迅速普及。隨著廣告庫存和支出的增加，能夠有效處理頻率限制和跨設備衡量的先進程序化基礎設施至關重要。

同時，零售媒體網路（RMN）正在重塑程式化生態系統的供應端。零售商正在建立自己的廣告平台，利用自身掌握的第一手資料創造收入，並為廣告主提供解決方案，以應對因第三方 Cookie 減少而導致的流量損失。這種廣告資源因其能夠實現閉合迴路歸因而備受重視，閉迴路歸因可以將廣告曝光與銷售點（POS）交易直接關聯起來。根據 Skai 於 2025 年 10 月發布的《2025 年第三季趨勢報告》，零售媒體支出較去年同期成長 21%。該產業的擴張正在推動整個數位經濟的發展，互動廣告局（IAB）2025 年 4 月的報告指出，2024 年數位廣告總收入將達到創紀錄的 2,590 億美元，為程式化技術創造了有利環境。

市場挑戰

日益嚴格的資料隱私法規環境正嚴重阻礙因素全球程序化廣告市場的成長。程式化交易高度依賴詳細的用戶資料來驅動演算法，從而實現即時競價和精準投放。隨著全球隱私法律的日益嚴格以及第三方追蹤工具的逐步淘汰，這些關鍵資料訊號的數量和品質正在迅速下降。這種「訊號損失」阻礙了演算法的決策，也使得廣告主難以證明其預算的合理性，因為他們無法可靠地檢驗廣告覆蓋範圍或證明效果歸因於特定廣告。

因此，數據準確性的下降迫使企業將大量資金重新投入合規和營運重組，而非擴大媒體投資。互動廣告局 (IAB) 在 2024 年發布的報告顯示，95% 的行銷專業人士預計訊號遺失和隱私法規將持續存在，82% 的受訪者表示其組織結構已受到影響。這種營運摩擦阻礙了自動化購買的無縫高效運行，導致相關人員猶豫不決，並直接減緩了市場成長勢頭。

市場趨勢

生成式人工智慧的整合正在從根本上改變動態創新最佳化 (DCO)，使其能夠即時生成大規模、高度個人化的廣告素材。與使用預先配置組件變體的傳統 DCO 不同，生成式模型可以根據特定的受眾訊號即時產生客製化的視覺效果和文案，從而大幅縮短製作時間和降低成本。對於希望在競爭激烈的市場中提升用戶參與度且不願投入大量資源的廣告主而言，這項功能正逐漸成為一項標準要求。根據互動廣告協會 (IAB) 於 2025 年 7 月發布的《2025 年數位影片廣告支出和策略完整報告》，86% 的廣告主目前正在使用或計劃在其影片廣告製作中應用生成式人工智慧。

程序化音訊和播客廣告的快速成長勢頭強勁，其發展前景十分廣闊，這得益於該媒介能夠在消費者不看螢幕的時候吸引他們的注意力。現代化的程序化基礎設施使廣告主能夠將用於展示廣告和影片廣告的精細化定向和效果衡量工具應用於音訊格式，從而確保無縫的全通路部署。隨著品牌意識到音訊環境的巨大互動潛力，這項進步正在推動大量投資。根據互動廣告局 (IAB) 2025 年 4 月發布的《2024 全年網路廣告收入報告》，播客廣告收入年增 26.4%，超過了許多傳統數位廣告形式。

目錄

第1章概述

第2章：調查方法

第3章執行摘要

第4章：客戶心聲

第5章：全球程序化廣告市場展望

  • 市場規模及預測
    • 按金額
  • 市佔率及預測
    • 按類型（行動端廣告、行動裝置推廣）
    • 按行業（消費品、零售和餐飲）分類
    • 按類型分類的競標（即時競價(RTB)、私人市場 (PMP)）
    • 按地區
    • 按公司（2025 年）
  • 市場地圖

第6章：北美程序化廣告市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 北美洲：國別分析
    • 美國
    • 加拿大
    • 墨西哥

第7章：歐洲程序化廣告市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 歐洲：國別分析
    • 德國
    • 法國
    • 英國
    • 義大利
    • 西班牙

第8章：亞太地區程序化廣告市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 亞太地區：國別分析
    • 中國
    • 印度
    • 日本
    • 韓國
    • 澳洲

第9章：中東和非洲程序化廣告市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 中東與非洲：國別分析
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第10章：南美程序化廣告市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 南美洲：國別分析
    • 巴西
    • 哥倫比亞
    • 阿根廷

第11章 市場動態

  • 促進因素
  • 任務

第12章 市場趨勢與發展

  • 併購
  • 產品發布
  • 近期趨勢

第13章：全球程式化廣告市場：SWOT分析

第14章：波特五力分析

  • 產業競爭
  • 新進入者的潛力
  • 供應商的議價能力
  • 顧客權力
  • 替代品的威脅

第15章 競爭格局

  • RSA Security LLC
  • MetricStream, Inc.
  • NAVEX Global, Inc.
  • ProcessUnity, Inc.
  • Aravo Solutions, Inc.
  • BitSight Technologies, Inc.
  • Lockpath, Inc.
  • Riskonnect, Inc.
  • LogicManager, Inc.
  • Resolver, Inc.

第16章 策略建議

第17章：關於研究公司及免責聲明

簡介目錄
Product Code: 25369

The Global Programmatic Advertising Market is projected to expand from USD 52.04 Billion in 2025 to USD 122.71 Billion by 2031, reflecting a CAGR of 15.37%. This market entails the automated procurement and sale of digital ad inventory using algorithmic software and real-time bidding to reach specific demographics. By substituting manual insertion orders with immediate, efficient transactions, this technology defines the contemporary ad tech environment. Key growth drivers include the need for advertisers to maximize return on investment via automated workflows and the requirement to scale targeting across diverse media channels. As reported by the Interactive Advertising Bureau, U.S. programmatic advertising revenue hit $134.8 billion in 2024, an 18.0% rise from the prior year.

Market Overview
Forecast Period2027-2031
Market Size 2025USD 52.04 Billion
Market Size 2031USD 122.71 Billion
CAGR 2026-203115.37%
Fastest Growing SegmentMovement-Based Publicizing
Largest MarketNorth America

Despite this positive growth path, the market faces significant hurdles due to an increasingly strict regulatory environment focused on data privacy. The phasing out of third-party cookies and the enforcement of rigorous global privacy laws severely limit the tracking data necessary for algorithmic optimization. As a result, industry participants struggle to maintain accurate audience targeting and attribution measurement while complying with stringent standards, creating a substantial obstacle to broader market expansion.

Market Driver

The rapid growth of Connected TV (CTV) and Over-the-Top (OTT) advertising expenditure is a major catalyst for market advancement. As viewers shift from linear TV to streaming platforms, advertisers are leveraging programmatic technology to automate high-impact ad placements on large screens. This transition blends the broad reach of television with the precision of digital performance channels. A May 2025 report by DoubleVerify, '2025 Global Insights - Trends in the Modern Streaming Landscape,' notes a 66% year-over-year surge in CTV impression volume, highlighting the aggressive adoption rate. This increase in inventory and spending necessitates sophisticated programmatic infrastructure to handle frequency capping and cross-device measurement efficiently.

Simultaneously, Retail Media Networks (RMN) are reshaping the supply side of the programmatic ecosystem. Retailers are generating revenue from proprietary first-party data by building owned advertising platforms, offering advertisers a remedy for the signal loss attributed to the decline of third-party cookies. This inventory is highly prized for delivering closed-loop attribution, which links ad exposure directly to point-of-sale transactions. According to Skai's 'Q3 2025 Quarterly Trends Report' from October 2025, retail media spending grew by 21% year-over-year. This sector's expansion supports the overall digital economy, with the Interactive Advertising Bureau's April 2025 report indicating that total digital ad revenue reached a record $259 billion in 2024, fostering a conducive environment for programmatic technologies.

Market Challenge

The tightening regulatory environment regarding data privacy functions as a significant restraint on the global programmatic advertising market's growth. Programmatic transactions depend heavily on detailed user data to power algorithms for real-time bidding and precise targeting. As global privacy laws become stricter and third-party tracking tools are phased out, the quantity and quality of these critical data signals decline sharply. This "signal loss" impairs algorithmic decision-making, making it harder for advertisers to justify budgets when they cannot reliably verify reach or attribute performance to specific ads.

Consequently, this reduction in data fidelity forces organizations to redirect essential capital toward compliance efforts and operational restructuring instead of scaling media investments. In 2024, the Interactive Advertising Bureau reported that 95% of marketing professionals anticipated ongoing signal loss or privacy legislation, while 82% noted that their organizational structures had already been affected. This operational friction interrupts the seamless efficiency of automated buying, causing hesitation among stakeholders and directly decelerating the market's growth momentum.

Market Trends

The incorporation of Generative AI is fundamentally transforming dynamic creative optimization (DCO) by allowing for the real-time creation of hyper-personalized ad assets at scale. Unlike traditional DCO, which uses pre-set component variations, generative models can instantly generate custom visuals and copy based on specific audience signals, drastically cutting production time and costs. This capability is becoming a standard requirement for advertisers aiming to boost engagement in competitive markets without massive resource expenditure. The Interactive Advertising Bureau's '2025 Digital Video Ad Spend & Strategy Full Report' from July 2025 indicates that 86% of buyers are currently using or planning to use generative AI for video ad creation.

The swift growth of programmatic audio and podcast advertising represents a distinct avenue for expansion, fueled by the medium's capacity to engage consumers during screen-free moments. Modern programmatic infrastructure enables buyers to utilize the same detailed targeting and measurement tools used in display and video for audio formats, ensuring seamless omnichannel coverage. This advancement has driven substantial investment as brands acknowledge the high engagement potential of audio environments. According to the Interactive Advertising Bureau's April 2025 'Internet Advertising Revenue Report - Full Year 2024,' podcast advertising revenue grew by 26.4% year-over-year, outpacing many legacy digital formats.

Key Market Players

  • RSA Security LLC
  • MetricStream, Inc.
  • NAVEX Global, Inc.
  • ProcessUnity, Inc.
  • Aravo Solutions, Inc.
  • BitSight Technologies, Inc.
  • Lockpath, Inc.
  • Riskonnect, Inc.
  • LogicManager, Inc.
  • Resolver, Inc.

Report Scope

In this report, the Global Programmatic Advertising Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Programmatic Advertising Market, By Type

  • Movement-Based Advertising
  • Movement-Based Publicizing

Programmatic Advertising Market, By Industry

  • Shopper products
  • Retail & Restaurants

Programmatic Advertising Market, By Auction

  • Real-Time Bidding (RTB)
  • Private Marketplace (PMP)

Programmatic Advertising Market, By Region

  • North America
    • United States
    • Canada
    • Mexico
  • Europe
    • France
    • United Kingdom
    • Italy
    • Germany
    • Spain
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • South America
    • Brazil
    • Argentina
    • Colombia
  • Middle East & Africa
    • South Africa
    • Saudi Arabia
    • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Programmatic Advertising Market.

Available Customizations:

Global Programmatic Advertising Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

  • 1.1. Market Definition
  • 1.2. Scope of the Market
    • 1.2.1. Markets Covered
    • 1.2.2. Years Considered for Study
    • 1.2.3. Key Market Segmentations

2. Research Methodology

  • 2.1. Objective of the Study
  • 2.2. Baseline Methodology
  • 2.3. Key Industry Partners
  • 2.4. Major Association and Secondary Sources
  • 2.5. Forecasting Methodology
  • 2.6. Data Triangulation & Validation
  • 2.7. Assumptions and Limitations

3. Executive Summary

  • 3.1. Overview of the Market
  • 3.2. Overview of Key Market Segmentations
  • 3.3. Overview of Key Market Players
  • 3.4. Overview of Key Regions/Countries
  • 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Programmatic Advertising Market Outlook

  • 5.1. Market Size & Forecast
    • 5.1.1. By Value
  • 5.2. Market Share & Forecast
    • 5.2.1. By Type (Movement-Based Advertising, Movement-Based Publicizing)
    • 5.2.2. By Industry (Shopper products, Retail & Restaurants)
    • 5.2.3. By Auction (Real-Time Bidding (RTB), Private Marketplace (PMP))
    • 5.2.4. By Region
    • 5.2.5. By Company (2025)
  • 5.3. Market Map

6. North America Programmatic Advertising Market Outlook

  • 6.1. Market Size & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share & Forecast
    • 6.2.1. By Type
    • 6.2.2. By Industry
    • 6.2.3. By Auction
    • 6.2.4. By Country
  • 6.3. North America: Country Analysis
    • 6.3.1. United States Programmatic Advertising Market Outlook
      • 6.3.1.1. Market Size & Forecast
        • 6.3.1.1.1. By Value
      • 6.3.1.2. Market Share & Forecast
        • 6.3.1.2.1. By Type
        • 6.3.1.2.2. By Industry
        • 6.3.1.2.3. By Auction
    • 6.3.2. Canada Programmatic Advertising Market Outlook
      • 6.3.2.1. Market Size & Forecast
        • 6.3.2.1.1. By Value
      • 6.3.2.2. Market Share & Forecast
        • 6.3.2.2.1. By Type
        • 6.3.2.2.2. By Industry
        • 6.3.2.2.3. By Auction
    • 6.3.3. Mexico Programmatic Advertising Market Outlook
      • 6.3.3.1. Market Size & Forecast
        • 6.3.3.1.1. By Value
      • 6.3.3.2. Market Share & Forecast
        • 6.3.3.2.1. By Type
        • 6.3.3.2.2. By Industry
        • 6.3.3.2.3. By Auction

7. Europe Programmatic Advertising Market Outlook

  • 7.1. Market Size & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share & Forecast
    • 7.2.1. By Type
    • 7.2.2. By Industry
    • 7.2.3. By Auction
    • 7.2.4. By Country
  • 7.3. Europe: Country Analysis
    • 7.3.1. Germany Programmatic Advertising Market Outlook
      • 7.3.1.1. Market Size & Forecast
        • 7.3.1.1.1. By Value
      • 7.3.1.2. Market Share & Forecast
        • 7.3.1.2.1. By Type
        • 7.3.1.2.2. By Industry
        • 7.3.1.2.3. By Auction
    • 7.3.2. France Programmatic Advertising Market Outlook
      • 7.3.2.1. Market Size & Forecast
        • 7.3.2.1.1. By Value
      • 7.3.2.2. Market Share & Forecast
        • 7.3.2.2.1. By Type
        • 7.3.2.2.2. By Industry
        • 7.3.2.2.3. By Auction
    • 7.3.3. United Kingdom Programmatic Advertising Market Outlook
      • 7.3.3.1. Market Size & Forecast
        • 7.3.3.1.1. By Value
      • 7.3.3.2. Market Share & Forecast
        • 7.3.3.2.1. By Type
        • 7.3.3.2.2. By Industry
        • 7.3.3.2.3. By Auction
    • 7.3.4. Italy Programmatic Advertising Market Outlook
      • 7.3.4.1. Market Size & Forecast
        • 7.3.4.1.1. By Value
      • 7.3.4.2. Market Share & Forecast
        • 7.3.4.2.1. By Type
        • 7.3.4.2.2. By Industry
        • 7.3.4.2.3. By Auction
    • 7.3.5. Spain Programmatic Advertising Market Outlook
      • 7.3.5.1. Market Size & Forecast
        • 7.3.5.1.1. By Value
      • 7.3.5.2. Market Share & Forecast
        • 7.3.5.2.1. By Type
        • 7.3.5.2.2. By Industry
        • 7.3.5.2.3. By Auction

8. Asia Pacific Programmatic Advertising Market Outlook

  • 8.1. Market Size & Forecast
    • 8.1.1. By Value
  • 8.2. Market Share & Forecast
    • 8.2.1. By Type
    • 8.2.2. By Industry
    • 8.2.3. By Auction
    • 8.2.4. By Country
  • 8.3. Asia Pacific: Country Analysis
    • 8.3.1. China Programmatic Advertising Market Outlook
      • 8.3.1.1. Market Size & Forecast
        • 8.3.1.1.1. By Value
      • 8.3.1.2. Market Share & Forecast
        • 8.3.1.2.1. By Type
        • 8.3.1.2.2. By Industry
        • 8.3.1.2.3. By Auction
    • 8.3.2. India Programmatic Advertising Market Outlook
      • 8.3.2.1. Market Size & Forecast
        • 8.3.2.1.1. By Value
      • 8.3.2.2. Market Share & Forecast
        • 8.3.2.2.1. By Type
        • 8.3.2.2.2. By Industry
        • 8.3.2.2.3. By Auction
    • 8.3.3. Japan Programmatic Advertising Market Outlook
      • 8.3.3.1. Market Size & Forecast
        • 8.3.3.1.1. By Value
      • 8.3.3.2. Market Share & Forecast
        • 8.3.3.2.1. By Type
        • 8.3.3.2.2. By Industry
        • 8.3.3.2.3. By Auction
    • 8.3.4. South Korea Programmatic Advertising Market Outlook
      • 8.3.4.1. Market Size & Forecast
        • 8.3.4.1.1. By Value
      • 8.3.4.2. Market Share & Forecast
        • 8.3.4.2.1. By Type
        • 8.3.4.2.2. By Industry
        • 8.3.4.2.3. By Auction
    • 8.3.5. Australia Programmatic Advertising Market Outlook
      • 8.3.5.1. Market Size & Forecast
        • 8.3.5.1.1. By Value
      • 8.3.5.2. Market Share & Forecast
        • 8.3.5.2.1. By Type
        • 8.3.5.2.2. By Industry
        • 8.3.5.2.3. By Auction

9. Middle East & Africa Programmatic Advertising Market Outlook

  • 9.1. Market Size & Forecast
    • 9.1.1. By Value
  • 9.2. Market Share & Forecast
    • 9.2.1. By Type
    • 9.2.2. By Industry
    • 9.2.3. By Auction
    • 9.2.4. By Country
  • 9.3. Middle East & Africa: Country Analysis
    • 9.3.1. Saudi Arabia Programmatic Advertising Market Outlook
      • 9.3.1.1. Market Size & Forecast
        • 9.3.1.1.1. By Value
      • 9.3.1.2. Market Share & Forecast
        • 9.3.1.2.1. By Type
        • 9.3.1.2.2. By Industry
        • 9.3.1.2.3. By Auction
    • 9.3.2. UAE Programmatic Advertising Market Outlook
      • 9.3.2.1. Market Size & Forecast
        • 9.3.2.1.1. By Value
      • 9.3.2.2. Market Share & Forecast
        • 9.3.2.2.1. By Type
        • 9.3.2.2.2. By Industry
        • 9.3.2.2.3. By Auction
    • 9.3.3. South Africa Programmatic Advertising Market Outlook
      • 9.3.3.1. Market Size & Forecast
        • 9.3.3.1.1. By Value
      • 9.3.3.2. Market Share & Forecast
        • 9.3.3.2.1. By Type
        • 9.3.3.2.2. By Industry
        • 9.3.3.2.3. By Auction

10. South America Programmatic Advertising Market Outlook

  • 10.1. Market Size & Forecast
    • 10.1.1. By Value
  • 10.2. Market Share & Forecast
    • 10.2.1. By Type
    • 10.2.2. By Industry
    • 10.2.3. By Auction
    • 10.2.4. By Country
  • 10.3. South America: Country Analysis
    • 10.3.1. Brazil Programmatic Advertising Market Outlook
      • 10.3.1.1. Market Size & Forecast
        • 10.3.1.1.1. By Value
      • 10.3.1.2. Market Share & Forecast
        • 10.3.1.2.1. By Type
        • 10.3.1.2.2. By Industry
        • 10.3.1.2.3. By Auction
    • 10.3.2. Colombia Programmatic Advertising Market Outlook
      • 10.3.2.1. Market Size & Forecast
        • 10.3.2.1.1. By Value
      • 10.3.2.2. Market Share & Forecast
        • 10.3.2.2.1. By Type
        • 10.3.2.2.2. By Industry
        • 10.3.2.2.3. By Auction
    • 10.3.3. Argentina Programmatic Advertising Market Outlook
      • 10.3.3.1. Market Size & Forecast
        • 10.3.3.1.1. By Value
      • 10.3.3.2. Market Share & Forecast
        • 10.3.3.2.1. By Type
        • 10.3.3.2.2. By Industry
        • 10.3.3.2.3. By Auction

11. Market Dynamics

  • 11.1. Drivers
  • 11.2. Challenges

12. Market Trends & Developments

  • 12.1. Merger & Acquisition (If Any)
  • 12.2. Product Launches (If Any)
  • 12.3. Recent Developments

13. Global Programmatic Advertising Market: SWOT Analysis

14. Porter's Five Forces Analysis

  • 14.1. Competition in the Industry
  • 14.2. Potential of New Entrants
  • 14.3. Power of Suppliers
  • 14.4. Power of Customers
  • 14.5. Threat of Substitute Products

15. Competitive Landscape

  • 15.1. RSA Security LLC
    • 15.1.1. Business Overview
    • 15.1.2. Products & Services
    • 15.1.3. Recent Developments
    • 15.1.4. Key Personnel
    • 15.1.5. SWOT Analysis
  • 15.2. MetricStream, Inc.
  • 15.3. NAVEX Global, Inc.
  • 15.4. ProcessUnity, Inc.
  • 15.5. Aravo Solutions, Inc.
  • 15.6. BitSight Technologies, Inc.
  • 15.7. Lockpath, Inc.
  • 15.8. Riskonnect, Inc.
  • 15.9. LogicManager, Inc.
  • 15.10. Resolver, Inc.

16. Strategic Recommendations

17. About Us & Disclaimer