现场作业自动化市场 - 全球产业规模、份额、趋势、机会及预测（按组件、部署、组织、最终用途、地区和竞争格局划分），2021-2031年

全球现场服务自动化市场预计将大幅成长。

预计该市场规模将从2025年的40.6亿美元成长到2031年的107.7亿美元，复合年增长率（CAGR）为17.66%。现场作业自动化是指采用旨在简化远端工作的硬体和软体解决方案，包括车辆调度、库存管理和排班。该市场的主要驱动力是企业迫切需要利用即时数据来提高营运效率并缩短响应时间。企业正在加速采用此类系统，以减少人为错误并优化资源分配，从而直接降低营运成本并提高客户满意度。这种透过集中管理实现更高可见性和控制力的需求，是推动该技术在整个产业普及的核心催化剂。

儘管自动化技术优势显而易见，但该产业在员工留任和现场负责人有效采用新技术方面仍面临严峻挑战。员工老化以及熟练劳动力持续短缺，会严重阻碍这些自动化工具的扩充性和有效利用。 2024 年服务委员会的一项调查数据显示，仅有 42% 的现场服务技术人员计划终身从事目前的岗位，这凸显了这个问题。这项统计数据表明，企业在实现营运现代化的同时，如何确保拥有一支稳定且经验丰富的员工队伍，是其面临的一项重大挑战。

市场驱动因素

人工智慧 (AI) 与机器学习的融合正在透过推动智慧自动化改变各行各业。演算法分析历史资料并预测设备故障，从而实现预防性维护策略，最大限度地减少停机时间。此外，AI 驱动的调度工具能够即时优化技术人员的路线和任务分配，并考虑交通状况和特定技能等因素。根据 ElifTech 于 2024 年 6 月发表的题为《2024 年现场服务管理趋势与预测》的报导，78% 的领先现场服务公司正在使用 AI 来优化其营运流程。这种融合透过精准的资源利用，减轻了管理负担并提高了首次修復率。

同时，提升客户体验的策略重点正在推动产业发展，促使企业转向以价值为导向的服务交付模式。现代客户渴望透明度，迫使企业采用行动优先的工具，提供即时更新。 PTC 于 2024 年 8 月发布的报告《2024 年现场服务管理五大关键趋势》指出，74% 的行动工作者意识到客户期望不断提高，需要敏捷的服务通讯协定。这一趋势也影响财务策略，重新定义了服务型组织作为收入创造者的角色。事实上， 销售团队于 2024 年 4 月发布的《服务业现况》报告显示，85% 的服务决策者预计其所在机构的营收贡献将在未来一年内成长，凸显了客户体验与成长之间的密切联繫。

市场挑战

阻碍全球现场服务自动化市场成长的关键因素是熟练劳动力持续短缺和高离职率。自动化软体旨在优化工作流程，但要有效运行，需要稳定且具备数位素养的使用者群体。当企业面临长期人员短缺时，其关注点必然会从长期流程优化转向应对眼前的危机和调整排班。这种被动应对的状态抑制了企业对全面自动化套件所需的策略投资，因为企业不愿意为一支不断变化的员工队伍部署复杂的系统。

此外，离职率企业持续投入资源进行基础入职培训，而非高阶数位工具的技术培训。这种人员流失循环削弱了自动化技术的投资收益，因为熟练这些系统所需的技能往往难以持久。近期行业数据显示，这场劳动力危机的严重性显而易见：根据美国建设业承包商协会 (AGC) 2025 年调查，「45% 的受访企业因劳动力短缺而遭遇计划延期」。这种不稳定性限制了现场劳动力解决方案的扩充性，因为技术人员的短缺实际上限制了可自动化和调度的工作量。

市场趋势

扩增实境(AR) 技术在远端协助领域的广泛应用，正在弥合经验丰富的技术人员和新手技术人员之间的技术技能差距，从而彻底改变现场作业方式。企业不再仅依赖语音通话和纸本手册，而是越来越多地利用支援 AR 的设备，将数位蓝图和即时註释迭加到实体资产上。这项技术使远端专家能够以可视化的方式指导现场负责人完成复杂的维修任务，从而确保高精度并显着减少重复上门服务的需求。正如 IFS 在 2025 年 10 月发布的《2025 年服务状况：製造业转型报告》中所指出的，63% 的製造商正在优先考虑采用云端基础设施和人工智慧 (AI)、物联网 (IoT) 和 AR 等新兴技术以实现未来成长，这凸显了其技术支援能力现代化的战略必要性。

同时，企业环境目标和监管压力正促使企业更加关注环境永续的服务运作。除了简单的成本削减之外，服务机构还积极透过优化物流和减少差旅来衡量并最大限度地降低碳足迹。这种转变涉及利用先进的演算法来整合差旅并优先处理远端问题，从而在满足环保标准的同时，降低油耗和车辆磨损。根据FieldEZ于2025年7月发表的题为《FieldEZ如何协助2025年实现永续现场服务营运》的报导，实施专业人工智慧工具的公司可以将年度现场访问次数减少高达30%，从而直接降低营运排放并提升永续性指标。

目录

第一章概述

第二章调查方法

第三章执行摘要

第四章：客户评价

第五章 全球现场作业自动化市场展望

• 市场规模及预测
  • 按金额
• 市占率及预测
  • 按组件（解决方案、服务）
  • 依部署类型（云端部署、本机部署）
  • 依组织形式（中小企业、大型企业）
  • 依最终用途（医疗、IT/通讯、製造、能源/公共产业、运输/物流、零售、建筑/房地产、其他）
  • 按地区
  • 按公司（2025 年）
• 市场地图

第六章：北美现场作业自动化市场展望

• 市场规模及预测
• 市占率及预测
• 北美洲：国家分析
  • 我们
  • 加拿大
  • 墨西哥

第七章：欧洲现场作业自动化市场展望

• 市场规模及预测
• 市占率及预测
• 欧洲：国家分析
  • 德国
  • 法国
  • 英国
  • 义大利
  • 西班牙

第八章：亚太地区现场作业自动化市场展望

• 市场规模及预测
• 市占率及预测
• 亚太地区：国家分析
  • 中国
  • 印度
  • 日本
  • 韩国
  • 澳洲

第九章：中东和非洲现场作业自动化市场展望

• 市场规模及预测
• 市占率及预测
• 中东和非洲：国家分析
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 南非

第十章：南美洲现场作业自动化市场展望

• 市场规模及预测
• 市占率及预测
• 南美洲：国家分析
  • 巴西
  • 哥伦比亚
  • 阿根廷

第十一章 市场动态

• 司机
• 任务

第十二章 市场趋势与发展

• 併购
• 产品发布
• 最新进展

第十三章：全球现场作业自动化市场：SWOT分析

第十四章：波特五力分析

• 产业竞争
• 新进入者的可能性
• 供应商电力
• 顾客权力
• 替代品的威胁

第十五章 竞争格局

• Oracle Corporation
• Microsoft Corporation
• Salesforce, Inc
• SAP SE
• Geotab Inc
• Zinier Inc
• ServiceMax, Inc
• Trimble Inc
• ServiceTitan, Inc
• Verizon Communications Inc

第十六章 策略建议

第十七章：关于研究公司及免责声明

The Global Field Force Automation Market is projected to experience substantial growth, expanding from USD 4.06 Billion in 2025 to USD 10.77 Billion by 2031, representing a CAGR of 17.66%. Field Force Automation involves the implementation of hardware and software solutions tailored to streamline remote operational tasks, including dispatching, inventory management, and scheduling. The market is primarily driven by the urgent requirement for enterprises to boost operational efficiency and decrease response times through the use of real-time data. Companies are increasingly deploying these systems to mitigate manual errors and refine resource allocation, which correlates directly with reduced operational costs and higher customer satisfaction. This push for centralized visibility and control acts as a core catalyst for widespread industry adoption.

Despite these evident benefits, the industry encounters significant obstacles regarding workforce retention and the effective adoption of new technologies by field personnel. The combination of an aging workforce and a continuing scarcity of skilled labor can severely hamper the scalability and successful utilization of these automation tools. Highlighting this issue, data from the Service Council in 2024 reveals that merely 42% of field service technicians anticipate remaining in their current roles for their entire careers. This statistic emphasizes the critical challenge organizations face in securing a stable, experienced workforce while simultaneously attempting to modernize their operations.

Market Driver

The integration of Artificial Intelligence and Machine Learning is transforming the sector by facilitating intelligent automation. By analyzing historical data, algorithms can predict equipment malfunctions, enabling proactive maintenance strategies that minimize downtime. Additionally, AI-powered scheduling tools optimize technician routes and assignments in real-time by accounting for variables such as traffic conditions and specific skill sets. According to an article by ElifTech in June 2024 titled 'Field Service Management Trends and Predictions for 2024', 78% of leading field service enterprises employ AI to enhance their operational workflows. This integration reduces administrative burdens and ensures resources are used with precision, leading to improvements in first-time fix rates.

Simultaneously, a strategic focus on improving the customer experience is driving the industry as organizations shift toward value-oriented service delivery. Modern clients insist on transparency, compelling companies to deploy mobile-first tools that provide real-time updates. A report by PTC in August 2024, '5 Key Field Service Management Trends for 2024', notes that 74% of mobile workers believe customer expectations have risen, requiring agile service protocols. This trend influences financial strategies, redefining service units as profit centers; indeed, the 'State of Service' report by Salesforce in April 2024 indicates that 85% of service decision-makers expect their teams to contribute a larger share of revenue in the coming year, underscoring the link between customer experience and growth.

Market Challenge

The principal factor retarding the growth of the Global Field Force Automation Market is the ongoing shortage of skilled labor coupled with high workforce turnover. Although automation software is intended to optimize workflows, its implementation demands a stable and digitally literate user base to function effectively. When organizations endure chronic understaffing, their operational focus inevitably shifts from long-term process optimization to immediate crisis management and schedule filling. This reactive state deters the strategic investment necessary for comprehensive automation suites, as companies are hesitant to deploy complex systems for a workforce that remains in a state of constant flux.

Moreover, high rates of attrition compel businesses to continuously allocate resources to basic onboarding rather than advanced technical training on new digital tools. This cycle of turnover erodes the return on investment for automation technologies because the proficiency required to leverage these systems is rarely sustained. The severity of this labor crisis is evident in recent industrial data; according to the 'Associated General Contractors of America' in '2025', '45 percent of responding firms experienced project delays because of worker shortages'. This instability restricts the scalability of field force solutions, as the lack of available technicians physically limits the volume of work that can be automated and dispatched.

Market Trends

The widespread adoption of Augmented Reality (AR) for remote assistance is revolutionizing field operations by bridging the technical skills gap between seasoned experts and entry-level technicians. Instead of relying solely on voice calls or physical manuals, organizations are increasingly utilizing AR-enabled devices that overlay digital schematics and real-time annotations onto physical equipment. This technology allows remote specialists to visually guide on-site personnel through complex repairs, ensuring high precision and significantly reducing the need for follow-up visits. As noted by IFS in their October 2025 'State of Service 2025: Manufacturing Transformation Report', 63% of manufacturers are prioritizing cloud infrastructure and emerging technologies like AI, IoT, and AR for future growth, highlighting the strategic urgency to modernize technical support capabilities.

Concurrently, there is a significant focus on eco-friendly and sustainable service operations, driven by corporate environmental goals and regulatory pressures. Service organizations are moving beyond simple cost-cutting to actively measure and minimize their carbon footprint through optimized logistics and reduced truck rolls. This shift involves leveraging advanced algorithms to consolidate trips and prioritize remote resolutions, thereby decreasing fuel consumption and vehicle wear while meeting green standards. According to the July 2025 article 'How FieldEZ Enables Sustainable Field Service Operations in 2025' by FieldEZ, companies utilizing specialized AI tools have reduced site visits by as much as 30% annually, directly contributing to lower operational emissions and improved sustainability metrics.

Key Market Players

• Oracle Corporation
• Microsoft Corporation
• Salesforce, Inc
• SAP SE
• Geotab Inc
• Zinier Inc
• ServiceMax, Inc
• Trimble Inc
• ServiceTitan, Inc
• Verizon Communications Inc

Report Scope

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

Field Force Automation Market, By Component

• Solution
• Services

Field Force Automation Market, By Deployment

• Cloud-based
• On-premises

Field Force Automation Market, By Organization

• Small and Medium Sized Enterprises (SMEs)
• Large Size Enterprises

Field Force Automation Market, By End Use

• Healthcare
• IT & Telecom
• Manufacturing
• Energy & Utilities
• Transportation & Logistics
• Retail
• Construction & Real Estate
• Others

Field Force Automation 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 Field Force Automation Market.

Available Customizations:

Global Field Force Automation 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 Field Force Automation Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Component (Solution, Services)
  • 5.2.2. By Deployment (Cloud-based, On-premises)
  • 5.2.3. By Organization (Small and Medium Sized Enterprises (SMEs), Large Size Enterprises)
  • 5.2.4. By End Use (Healthcare, IT & Telecom, Manufacturing, Energy & Utilities, Transportation & Logistics, Retail, Construction & Real Estate, Others)
  • 5.2.5. By Region
  • 5.2.6. By Company (2025)
• 5.3. Market Map

6. North America Field Force Automation Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Component
  • 6.2.2. By Deployment
  • 6.2.3. By Organization
  • 6.2.4. By End Use
  • 6.2.5. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Field Force Automation 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 Component
      • 6.3.1.2.2. By Deployment
      • 6.3.1.2.3. By Organization
      • 6.3.1.2.4. By End Use
  • 6.3.2. Canada Field Force Automation 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 Component
      • 6.3.2.2.2. By Deployment
      • 6.3.2.2.3. By Organization
      • 6.3.2.2.4. By End Use
  • 6.3.3. Mexico Field Force Automation 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 Component
      • 6.3.3.2.2. By Deployment
      • 6.3.3.2.3. By Organization
      • 6.3.3.2.4. By End Use

7. Europe Field Force Automation Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Component
  • 7.2.2. By Deployment
  • 7.2.3. By Organization
  • 7.2.4. By End Use
  • 7.2.5. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany Field Force Automation 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 Component
      • 7.3.1.2.2. By Deployment
      • 7.3.1.2.3. By Organization
      • 7.3.1.2.4. By End Use
  • 7.3.2. France Field Force Automation 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 Component
      • 7.3.2.2.2. By Deployment
      • 7.3.2.2.3. By Organization
      • 7.3.2.2.4. By End Use
  • 7.3.3. United Kingdom Field Force Automation 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 Component
      • 7.3.3.2.2. By Deployment
      • 7.3.3.2.3. By Organization
      • 7.3.3.2.4. By End Use
  • 7.3.4. Italy Field Force Automation 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 Component
      • 7.3.4.2.2. By Deployment
      • 7.3.4.2.3. By Organization
      • 7.3.4.2.4. By End Use
  • 7.3.5. Spain Field Force Automation 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 Component
      • 7.3.5.2.2. By Deployment
      • 7.3.5.2.3. By Organization
      • 7.3.5.2.4. By End Use

8. Asia Pacific Field Force Automation Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Component
  • 8.2.2. By Deployment
  • 8.2.3. By Organization
  • 8.2.4. By End Use
  • 8.2.5. By Country
• 8.3. Asia Pacific: Country Analysis
  • 8.3.1. China Field Force Automation 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 Component
      • 8.3.1.2.2. By Deployment
      • 8.3.1.2.3. By Organization
      • 8.3.1.2.4. By End Use
  • 8.3.2. India Field Force Automation 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 Component
      • 8.3.2.2.2. By Deployment
      • 8.3.2.2.3. By Organization
      • 8.3.2.2.4. By End Use
  • 8.3.3. Japan Field Force Automation 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 Component
      • 8.3.3.2.2. By Deployment
      • 8.3.3.2.3. By Organization
      • 8.3.3.2.4. By End Use
  • 8.3.4. South Korea Field Force Automation 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 Component
      • 8.3.4.2.2. By Deployment
      • 8.3.4.2.3. By Organization
      • 8.3.4.2.4. By End Use
  • 8.3.5. Australia Field Force Automation 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 Component
      • 8.3.5.2.2. By Deployment
      • 8.3.5.2.3. By Organization
      • 8.3.5.2.4. By End Use

9. Middle East & Africa Field Force Automation Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Component
  • 9.2.2. By Deployment
  • 9.2.3. By Organization
  • 9.2.4. By End Use
  • 9.2.5. By Country
• 9.3. Middle East & Africa: Country Analysis
  • 9.3.1. Saudi Arabia Field Force Automation 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 Component
      • 9.3.1.2.2. By Deployment
      • 9.3.1.2.3. By Organization
      • 9.3.1.2.4. By End Use
  • 9.3.2. UAE Field Force Automation 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 Component
      • 9.3.2.2.2. By Deployment
      • 9.3.2.2.3. By Organization
      • 9.3.2.2.4. By End Use
  • 9.3.3. South Africa Field Force Automation 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 Component
      • 9.3.3.2.2. By Deployment
      • 9.3.3.2.3. By Organization
      • 9.3.3.2.4. By End Use

10. South America Field Force Automation Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Component
  • 10.2.2. By Deployment
  • 10.2.3. By Organization
  • 10.2.4. By End Use
  • 10.2.5. By Country
• 10.3. South America: Country Analysis
  • 10.3.1. Brazil Field Force Automation 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 Component
      • 10.3.1.2.2. By Deployment
      • 10.3.1.2.3. By Organization
      • 10.3.1.2.4. By End Use
  • 10.3.2. Colombia Field Force Automation 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 Component
      • 10.3.2.2.2. By Deployment
      • 10.3.2.2.3. By Organization
      • 10.3.2.2.4. By End Use
  • 10.3.3. Argentina Field Force Automation 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 Component
      • 10.3.3.2.2. By Deployment
      • 10.3.3.2.3. By Organization
      • 10.3.3.2.4. By End Use

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 Field Force Automation 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. Oracle Corporation
  • 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. Microsoft Corporation
• 15.3. Salesforce, Inc
• 15.4. SAP SE
• 15.5. Geotab Inc
• 15.6. Zinier Inc
• 15.7. ServiceMax, Inc
• 15.8. Trimble Inc
• 15.9. ServiceTitan, Inc
• 15.10. Verizon Communications Inc

16. Strategic Recommendations

17. About Us & Disclaimer