スマート・コネクテッド・アセットとオペレーションの世界市場

スマート・コネクテッド・アセットとオペレーションの世界市場は2030年までに5,959億米ドルに達する見込み

2023年に3,299億米ドルと推定されるスマート・コネクテッド・アセットとオペレーションの世界市場は、2023年から2030年にかけてCAGR 8.8%で成長し、2030年には5,959億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるファクトリーオートメーション（Factory Automation Vertical）は、CAGR 9.1%を記録し、分析期間終了時には1,412億米ドルに達すると予測されます。自動車・運輸業界別セグメントの成長率は、分析期間中CAGR 10.7%と推定されます。

米国市場は推定881億米ドル、中国はCAGR 8.3％で成長予測

米国のスマート・コネクテッド・アセットとオペレーション市場は、2023年に881億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに925億米ドルの市場規模に達すると予測され、分析期間2023-2030年のCAGRは8.3%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ7.9%と7.3%と予測されています。欧州では、ドイツがCAGR約6.8%で成長すると予測されています。

世界のスマート・コネクテッド・アセットとオペレーション市場- 主要動向と促進要因のまとめ

スマートコネクテッドアセットは産業オペレーションにどのような革命をもたらすか？

スマート・コネクテッド・アセットとオペレーションは、リアルタイムのモニタリング、予知保全、データ駆動型の意思決定を可能にすることで、産業分野を変革しています。IoT、AI、クラウドコンピューティングを活用することで、これらの資産は、機器のパフォーマンス、プロセスの効率性、資産の利用状況について、これまでにない可視性を提供します。機械や設備に組み込まれたセンサーから膨大な量のデータを収集・分析することで、産業界は潜在的な故障を予測し、メンテナンス・スケジュールを最適化し、ダウンタイムを最小限に抑えることができます。このような事後対応型管理から事前対応型管理へのシフトは、製造業、石油・ガス、エネルギー、公益事業などの分野で、運用コストを大幅に削減し、生産性を向上させています。業務効率の向上、エネルギー消費の削減、安全性の確保に重点を置くことで、スマート・コネクテッド・アセットとオペレーションの採用が進んでいます。

スマート・コネクテッド・アセットとオペレーション市場を牽引する技術的進歩とは？

IoT、エッジコンピューティング、AIの技術進歩がスマート・コネクテッド・アセットとオペレーションの成長の核となっています。デジタルツイン（物理的な資産の仮想的な複製であり、その状態や性能に関するリアルタイムの洞察を提供する）の統合により、産業界は資産をより効果的に監視・管理できるようになります。エッジコンピューティングは、よりソースに近いデータ処理を可能にし、待ち時間を短縮し、意思決定のスピードを向上させる。さらに、AI主導の予測分析と機械学習アルゴリズムの進歩により、機器の故障をより正確に予測し、在庫管理を最適化し、運用計画を強化することが可能になっています。遠隔資産監視、トラブルシューティング、トレーニングのためのARとVR技術の利用拡大により、スマート・コネクテッド・オペレーションの範囲がさらに広がっています。

スマート・コネクテッド・アセットとオペレーション市場をリードするセグメントは？

コンポーネントには、ハードウェア（センサー、デバイス）、ソフトウェア（資産管理、データ分析）、サービス（コンサルティング、統合、サポート）が含まれます。ソフトウェア分野は、高度な分析、資産管理、予知保全ソリューションに対するニーズの高まりから、最大の市場シェアを占めています。製造業、ヘルスケア、運輸、石油・ガス、エネルギー、公益事業などの業界は、資産の最適化と運用効率の必要性により、主にこの分野を採用しています。アプリケーションは、遠隔監視や予知保全からデジタルツインや資産ライフサイクル管理まで多岐にわたる。地域別では、北米と欧州がIoTと高度な分析技術の早期導入により市場をリードしている一方、アジア太平洋は急速な産業化とデジタルトランスフォーメーションへの取り組みにより、高成長地域として浮上しています。

スマート・コネクテッド・アセットとオペレーション市場の成長を促進する要因とは？

スマート・コネクテッド・アセットとオペレーション市場の成長は、リアルタイムモニタリング、予知保全、資産最適化の需要の高まり、IoT、エッジコンピューティング、AI、デジタルツイン技術の技術進歩、業務効率の向上とコスト削減の必要性など、いくつかの要因によってもたらされます。さまざまな産業でインダストリー4.0、スマート製造、デジタルトランスフォーメーションへの取り組みが拡大し、遠隔資産管理、持続可能性、安全コンプライアンスへの注目が高まっていることも、市場の成長を後押ししています。さらに、クラウドベースのプラットフォーム、AI主導の予測分析、遠隔サポートとトレーニングのためのAR/VRの統合の採用が増加していることが、市場の拡大をさらに後押ししています。

調査対象企業の例（注目の29社）

• ARM Ltd.
• Cisco Systems, Inc.
• Cypress Semiconductor Corporation
• General Electric Company
• IBM Corporation
• Intel Corporation
• NXP Semiconductors NV
• Rockwell Automation, Inc.
• STMicroelectronics NV
• Texas Instruments, Inc.

目次

第1章 調査手法

第2章 エグゼクティブサマリー

• 市場概要
• 主要企業
• 市場動向と促進要因
• 世界市場の見通し

第3章 市場分析

• 米国
• カナダ
• 日本
• 中国
• 欧州
• フランス
• ドイツ
• イタリア
• 英国
• その他欧州
• アジア太平洋
• その他の地域

第4章 競合

Global Smart Connected Assets and Operations Market to Reach US$595.9 Billion by 2030

The global market for Smart Connected Assets and Operations estimated at US$329.9 Billion in the year 2023, is expected to reach US$595.9 Billion by 2030, growing at a CAGR of 8.8% over the analysis period 2023-2030. Factory Automation Vertical, one of the segments analyzed in the report, is expected to record a 9.1% CAGR and reach US$141.2 Billion by the end of the analysis period. Growth in the Automotive & Transportation Vertical segment is estimated at 10.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$88.1 Billion While China is Forecast to Grow at 8.3% CAGR

The Smart Connected Assets and Operations market in the U.S. is estimated at US$88.1 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$92.5 Billion by the year 2030 trailing a CAGR of 8.3% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 7.9% and 7.3% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 6.8% CAGR.

Global Smart Connected Assets and Operations Market - Key Trends and Drivers Summarized

How Are Smart Connected Assets Revolutionizing Industrial Operations?

Smart connected assets and operations are transforming industrial sectors by enabling real-time monitoring, predictive maintenance, and data-driven decision-making. Leveraging IoT, AI, and cloud computing, these assets provide unprecedented visibility into equipment performance, process efficiency, and asset utilization. By collecting and analyzing vast amounts of data from sensors embedded in machinery and equipment, industries can predict potential failures, optimize maintenance schedules, and minimize downtime. This shift from reactive to proactive management is significantly reducing operational costs and enhancing productivity across sectors such as manufacturing, oil and gas, energy, and utilities. The focus on enhancing operational efficiency, reducing energy consumption, and ensuring safety is driving the adoption of smart connected assets and operations.

What Technological Advancements Are Driving the Smart Connected Assets and Operations Market?

Technological advancements in IoT, edge computing, and AI are at the core of the growth of smart connected assets and operations. The integration of digital twins—virtual replicas of physical assets that provide real-time insights into their condition and performance—enables industries to monitor and manage their assets more effectively. Edge computing allows for data processing closer to the source, reducing latency and enhancing decision-making speed. Additionally, advancements in AI-driven predictive analytics and machine learning algorithms are enabling more accurate predictions of equipment failures, optimizing inventory management, and enhancing operational planning. The growing use of AR and VR technologies for remote asset monitoring, troubleshooting, and training is further expanding the scope of smart connected operations.

Which Segments Are Leading the Smart Connected Assets and Operations Market?

Components include hardware (sensors, devices), software (asset management, data analytics), and services (consulting, integration, and support). The software segment holds the largest market share due to the growing need for advanced analytics, asset management, and predictive maintenance solutions. Industry verticals such as manufacturing, healthcare, transportation, oil and gas, energy, and utilities are the primary adopters, driven by the need for asset optimization and operational efficiency. Applications range from remote monitoring and predictive maintenance to digital twin and asset lifecycle management. Regionally, North America and Europe lead the market due to early adoption of IoT and advanced analytics technologies, while Asia-Pacific is emerging as a high-growth region due to rapid industrialization and digital transformation initiatives.

What Factors Are Driving the Growth in the Smart Connected Assets and Operations Market?

The growth in the smart connected assets and operations market is driven by several factors, including the increasing demand for real-time monitoring, predictive maintenance, and asset optimization, technological advancements in IoT, edge computing, AI, and digital twin technologies, and the need to enhance operational efficiency and reduce costs. The expansion of Industry 4.0, smart manufacturing, and digital transformation initiatives across various industries, coupled with the growing focus on remote asset management, sustainability, and safety compliance, is propelling market growth. Additionally, the increasing adoption of cloud-based platforms, AI-driven predictive analytics, and the integration of AR/VR for remote support and training is further supporting market expansion.

Select Competitors (Total 29 Featured) -

• ARM Ltd.
• Cisco Systems, Inc.
• Cypress Semiconductor Corporation
• General Electric Company
• IBM Corporation
• Intel Corporation
• NXP Semiconductors NV
• Rockwell Automation, Inc.
• STMicroelectronics NV
• Texas Instruments, Inc.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

• 1. MARKET OVERVIEW
  • Influencer Market Insights
  • World Market Trajectories
  • Global Economic Update
  • Smart Connected Assets and Operations - Global Key Competitors Percentage Market Share in 2024 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
• 2. FOCUS ON SELECT PLAYERS
• 3. MARKET TRENDS & DRIVERS
  • Growing Demand for Real-Time Monitoring, Predictive Maintenance, and Asset Optimization Drives Market Growth
  • Technological Advancements in IoT, AI, and Edge Computing Strengthen Business Case for Smart Connected Assets
  • Increasing Adoption of Digital Twin and Augmented Reality (AR) Solutions Expands Addressable Market Opportunity
  • Emergence of Data-Driven Decision-Making and AI-Powered Analytics Enhances Market Competitiveness
  • Challenges Related to Data Security, Interoperability, and System Integration Create Market Barriers
  • Growth in Industrial IoT (IIoT) and Industry 4.0 Adoption Drives Smart Connected Asset Deployment
  • Integration of Cloud-Based Platforms, Big Data Analytics, and Machine Learning Accelerates Market Transformation
  • Increasing Use of Connected Sensors, Devices, and Predictive Analytics in Asset Management Propels Market Expansion
  • Focus on Enhancing Asset Lifecycle Management and Remote Monitoring Solutions Sustains Market Growth
  • Growing Popularity of Condition-Based Monitoring and Automated Fault Detection Reinforces Market Appeal
  • Expansion of Smart Grids, Smart Cities, and Digital Energy Management Solutions Supports Market Dynamics
  • Increasing Investments in Smart Infrastructure and Connected Operations Drives Market Innovation
• 4. GLOBAL MARKET PERSPECTIVE
  • TABLE 1: World Smart Connected Assets and Operations Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
  • TABLE 2: World Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • TABLE 3: World 7-Year Perspective for Smart Connected Assets and Operations by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
  • TABLE 4: World Recent Past, Current & Future Analysis for Factory Automation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • TABLE 5: World 7-Year Perspective for Factory Automation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
  • TABLE 6: World Recent Past, Current & Future Analysis for Automotive & Transportation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • TABLE 7: World 7-Year Perspective for Automotive & Transportation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
  • TABLE 8: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • TABLE 9: World 7-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
  • TABLE 10: World Recent Past, Current & Future Analysis for Smart Agriculture by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • TABLE 11: World 7-Year Perspective for Smart Agriculture by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
  • TABLE 12: World Recent Past, Current & Future Analysis for Energy & Power by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • TABLE 13: World 7-Year Perspective for Energy & Power by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
  • TABLE 14: World Recent Past, Current & Future Analysis for Other Industry Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • TABLE 15: World 7-Year Perspective for Other Industry Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

• UNITED STATES
  • Smart Connected Assets and Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
  • TABLE 16: USA Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 17: USA 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• CANADA
  • TABLE 18: Canada Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 19: Canada 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• JAPAN
  • Smart Connected Assets and Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
  • TABLE 20: Japan Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 21: Japan 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• CHINA
  • Smart Connected Assets and Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
  • TABLE 22: China Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 23: China 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• EUROPE
  • Smart Connected Assets and Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
  • TABLE 24: Europe Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
  • TABLE 25: Europe 7-Year Perspective for Smart Connected Assets and Operations by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
  • TABLE 26: Europe Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 27: Europe 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• FRANCE
  • Smart Connected Assets and Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
  • TABLE 28: France Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 29: France 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• GERMANY
  • Smart Connected Assets and Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
  • TABLE 30: Germany Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 31: Germany 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• ITALY
  • TABLE 32: Italy Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 33: Italy 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• UNITED KINGDOM
  • Smart Connected Assets and Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
  • TABLE 34: UK Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 35: UK 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• REST OF EUROPE
  • TABLE 36: Rest of Europe Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 37: Rest of Europe 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• ASIA-PACIFIC
  • Smart Connected Assets and Operations Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
  • TABLE 38: Asia-Pacific Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 39: Asia-Pacific 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030
• REST OF WORLD
  • TABLE 40: Rest of World Recent Past, Current & Future Analysis for Smart Connected Assets and Operations by Industry Vertical - Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
  • TABLE 41: Rest of World 7-Year Perspective for Smart Connected Assets and Operations by Industry Vertical - Percentage Breakdown of Value Sales for Factory Automation, Automotive & Transportation, Healthcare, Smart Agriculture, Energy & Power and Other Industry Verticals for the Years 2024 & 2030

IV. COMPETITION