Smart Connected Assets And Operations Market Size and Share
Smart Connected Assets And Operations Market Analysis by Mordor Intelligence
The smart connected assets and operations market size stands at USD 278.94 billion in 2025 and is projected to reach USD 415.39 billion by 2030, recording an 8.29% CAGR during the forecast period. Strong demand for converged operational technology and advanced analytics is helping industrial enterprises cut unplanned downtime, counter material cost volatility and weather continued supply-chain shocks that surged nearly 40% in 2024. Predictive maintenance solutions promise quantifiable returns, illustrated by Senseye’s 100% ROI guarantee within 12 months for large fleets of assets. Private 5G networks, digital twins and edge AI are widening the scope of optimization by merging shop-floor data with cloud-scale models. At the same time, regulatory frameworks such as the U.S. Securities and Exchange Commission’s climate-disclosure rules are driving enterprises to adopt connected systems that capture granular ESG metrics.
Key Report Takeaways
- By component, software captured 45.78% revenue share in 2024, while services is forecast to expand at a 9.43% CAGR through 2030.
- By connectivity technology, wired links held 51.42% of the 2024 smart connected assets and operations market share, whereas wireless solutions are projected to grow at a 10.19% CAGR to 2030.
- By deployment mode, on-premise architectures accounted for 56.89% share in 2024, but cloud platforms are advancing at an 11.32% CAGR through 2030.
- By industry vertical, manufacturing led with 32.38% revenue share in 2024; smart cities and infrastructure is expected to post an 8.42% CAGR over the same horizon.
- By geography, North America held 36.73% share in 2024, while Asia-Pacific is poised for an 8.91% CAGR to 2030.
Global Smart Connected Assets And Operations Market Trends and Insights
Drivers Impact Analysis
| Driver | (~) % Impact on CAGR Forecast | Geographic Relevance | Impact Timeline |
|---|---|---|---|
| Rapid adoption of Industrial IoT platforms integrating asset performance management | +2.1% | Global, focus in North America and Asia-Pacific | Medium term (2–4 years) |
| Increasing shift towards predictive maintenance to minimize downtime | +1.8% | Global, strongest in Manufacturing and Energy sectors | Short term (≤2 years) |
| Demand for remote operations and worker safety in hazardous environments | +1.3% | Global, particularly Oil and Gas and Mining | Medium term (2–4 years) |
| Proliferation of 5G private networks enabling real-time analytics at edge | +1.6% | Asia-Pacific core, spill-over to North America and Europe | Long term (≥4 years) |
| Regulatory push for sustainability and energy-efficiency reporting | +1.2% | North America and EU, expanding to Asia-Pacific | Long term (≥4 years) |
| Convergence of digital-twin technology with AI-driven asset modeling | +1.4% | Global, early adoption in developed markets | Long term (≥4 years) |
| Source: Mordor Intelligence | |||
Rapid adoption of Industrial IoT platforms integrating asset performance management
Industrial IoT platforms unify disparate machines, sensors and enterprise systems, enabling near real-time asset visibility and cross-site benchmarking. BMW’s Spartanburg facility runs a private 5G loop that connects 2,800 production robots and has lowered unplanned downtime by 60%. [1]Staff reporter, “BMW Spartanburg Plant 5G Private Network Manufacturing,” Plant Engineering, plantengineering.comNordic Sugar realized 15% energy savings and a 20% cut in maintenance costs within one year of deploying ABB’s Genix APM suite. These outcomes show how unified data lakes accelerate root-cause analysis across supply chains. Platform architectures also simplify compliance by embedding audit trails and cybersecurity controls. As licensing shifts toward consumption-based models, IIoT platforms have become accessible to midsize manufacturers, expanding the smart connected assets and operations market even in cost-sensitive regions.
Increasing shift towards predictive maintenance to minimize downtime
Predictive maintenance now blends vibration, thermal, acoustic and process data with AI to anticipate cascading failures. Duke Energy’s fleetwide rollout lowered unplanned outages by 25% and avoided USD 50 million in annual costs. McWane Ductile prevented a pump meltdown that would have stopped production for 48 hours, saving USD 84,000 in a single incident. ISO 13374 is catalyzing interoperability, allowing smaller plants to plug AI tools into existing condition-monitoring hardware. Vendors guarantee ROI within twelve months, reducing adoption barriers for CFOs. As AI models learn equipment behavior, asset lifecycles stretch and spare-parts inventories shrink, reinforcing uptake across the smart connected assets and operations market.
Demand for remote operations and worker safety in hazardous environments
Oil platforms, mines and chemical plants increasingly rely on connected sensors, drones and wearable devices to limit human exposure to danger zones. Edge-enabled cameras and gas detectors feed continuous telemetry into centralized control rooms, allowing operators to intervene before accidents. Early adopters in mining report fewer lost-time incidents and lower insurance costs, strengthening the business case for digital retrofits. Wearable tags coupled with ultra-wide-band beacons enforce geofencing and lone-worker rules. Regulatory agencies now favor digital permitting processes that require demonstrable safety analytics, making remote operations an implicit license-to-operate criterion. These factors together raise demand for rugged 5G devices and secure IoT gateways that anchor the smart connected assets and operations market.
Proliferation of 5G private networks enabling real-time analytics at edge
Millisecond latency and network slicing make 5G private networks the backbone of autonomous operations. John Deere’s precision agriculture platform increased yields by 12% and cut fertilizer by 18% through real-time soil analysis and autonomous machinery orchestration. [2]Corporate newsroom, “Precision Agriculture Technology,” John Deere, deere.com Associated British Ports reduced container handling times by 30% after installing 5G across its terminals. With data processed locally, enterprises sidestep cloud latency and mitigate sovereignty concerns. Device-level AI chips offload image recognition and quality checks to the edge, freeing central resources for long-term model training. Telecom vendors now offer outcome-based pricing—charging by averted downtime—which further propels 5G rollouts inside the smart connected assets and operations market.
Restraints Impact Analysis
| Restraint | (~) % Impact on CAGR Forecast | Geographic Relevance | Impact Timeline |
|---|---|---|---|
| High upfront capital and integration complexity for brownfield assets | -1.4% | Global, pronounced in mature industrial regions | Medium term (2–4 years) |
| Cyber-security vulnerabilities across expanded attack surfaces | -1.1% | Global, heightened concerns in critical infrastructure | Short term (≤2 years) |
| Interoperability challenges due to proprietary legacy protocols | -0.8% | Global, severe in established manufacturing hubs | Long term (≥4 years) |
| Shortage of cross-disciplinary OT-IT-analytics talent | -0.9% | Global, acute in developed markets with aging workforces | Long term (≥4 years) |
| Source: Mordor Intelligence | |||
High upfront capital and integration complexity for brownfield assets
Retrofitting decades-old equipment demands custom gateways, protocol converters and staged cut-overs that can triple base project costs. Ford’s USD 4.7 billion supply-chain analytics rebuild after the 2021 chip crunch illustrates the financial weight of brownfield digitalization. [3]Research division, “Ford’s $4.7 Billion Fix – The Power of Supply Chain Analytics,” DataZip, datazip.io DuPont needed 18 months merely to map legacy systems before its Supply Chain Cockpit went live. Many plants therefore phase projects over multiple fiscal cycles, extending payback horizons and slowing overall smart connected assets and operations market expansion. Vendors are responding with modular, subscription-priced kits, yet ROI still hinges on asset criticality and available downtime windows.
Cyber-security vulnerabilities across expanded attack surfaces
Converged OT-IT networks expose production lines to ransomware and nation-state threats. Industrial-focused ransomware attacks rose 200% in 2024, according to Kaspersky. Nucor’s 2025 breach halted steel output across several U.S. mills, underlining how quickly cyber incidents translate into physical losses. Waterfall Security finds 78% of plants still lack dedicated OT monitoring, leaving lateral-movement paths unchecked. Compliance frameworks such as NIST and Europe’s NIS2 directive now demand segmented architectures and continuous threat modeling, adding cost and slowing decision cycles. Until low-touch security blueprints mature, cybersecurity will temper growth in the smart connected assets and operations market.
Segment Analysis
By Component: Software platforms drive integration value
Software captured 45.78% of the 2024 smart connected assets and operations market share, underscoring its role as the glue that connects heterogeneous assets into a coherent decision-support fabric. Asset Performance Management suites like Shell’s deployment cut unplanned downtime by 35% across global refineries. Manufacturing Execution Systems and SCADA platforms are embedding AI agents that learn from terabytes of machine logs, reducing cycle-time variability. Analytics workbenches running on Microsoft Azure handle large sensor payloads in minutes, enabling rapid root-cause correlation. Services, forecast to grow at a 9.43% CAGR, include system integration, change management and managed analytics, providing much-needed expertise for OT-IT convergence projects. Hardware sensors, gateways and edge servers remains essential but experiences slower growth as commoditization sets in. Vendors such as Shoreline IoT address the need for flexible instrumentation through programmable sensors that adjust sampling rates without firmware flashes. Overall, the component mix continues to tilt toward recurring software and service subscriptions, reshaping vendor revenue models and reinforcing platform stickiness across the smart connected assets and operations market.
Note: Segment shares of all individual segments available upon report purchase
By Connectivity Technology: Wireless solutions accelerate despite wired dominance
Ethernet and fieldbus still underpin critical control loops, accounting for 51.42% share in 2024, yet wireless links log the fastest gains with a 10.19% CAGR. BMW’s 5G-enabled body shop confirms that sub-millisecond latency is now viable for precision robotics. Wi-Fi 6 and Bluetooth LE overlay non-mission-critical tasks like tool tracking and worker wearables. LPWAN options such as LoRa and NB-IoT extend visibility to remote pumps and pipelines at minimal power budgets. Thales and Cubic’s eSIM partnership highlights evolving multi-network roaming needed for mobile industrial assets. Satellite links secure telemetry from offshore rigs, providing backup paths in disaster scenarios. Hybrid mesh topologies are emerging, where wired backbones anchor deterministic traffic and wireless tiers offer flexible endpoint deployment. These developments collectively enlarge the addressable base for the smart connected assets and operations market.
By Deployment Mode: Cloud adoption accelerates despite on-premise preference
On-premise systems retained 56.89% share in 2024 as firms guard intellectual property and meet data-sovereignty rules. Cloud subscriptions, however, will grow at an 11.32% CAGR through 2030, reflecting the lure of elastic compute for AI model training and multi-tenant updates. Hybrid blueprints route time-critical data to local edge nodes while forwarding aggregated datasets to hyperscale AI engines. Microsoft and Cognite co-developed industrial data operations on Fabric to streamline this bifurcated flow. Edge containers now package AI inferencing close to sensors, shrinking cloud egress fees and meeting latency budgets. Pay-as-you-go billing models lower entry costs for smaller factories, expanding the smart connected assets and operations market size among SMEs. Nevertheless, industries under strict export-control laws still favor air-gapped clusters, keeping on-premise architectures relevant.
Note: Segment shares of all individual segments available upon report purchase
By Industry Vertical: Manufacturing leadership faces smart-city challenge
Manufacturing held 32.38% of 2024 revenue, benefiting from economies of scale and clear ROI cases such as Toyota’s global takt-time optimization. Predictive quality and autonomous material handling have become baseline capabilities in Tier-1 plants. Smart cities and infrastructure, forecast to log an 8.42% CAGR, gain steam as municipalities embed IoT in utilities, traffic and public safety grids. Energy and utilities deploy connected sensors to balance grids and integrate renewables; Duke Energy cut outage frequency by 40% using AI analytics. Oil and Gas rigs rely on digital twins for corrosion monitoring, while miners adopt collision-avoidance systems to protect workers in dynamic pits. Logistics firms leverage telematics to optimize driver behavior and reduce idling. Healthcare facilities track critical equipment uptime and indoor air quality to ensure patient safety. Agriculture embraces precision seeding and irrigation, with John Deere showing tangible yield and sustainability gains. Cross-vertical learning such as port logistics borrowing lean-manufacturing principles keeps expanding solution repertoires within the smart connected assets and operations market.
Geography Analysis
North America commanded 36.73% of 2024 revenue as enterprises capitalized on mature industrial networks and clear regulatory signals favoring digital record-keeping. Federal incentives for domestic semiconductor and battery production further drive investment in connected assets. Vendor ecosystems cluster around tech hubs, easing access to system integrators and specialized talent.
Asia-Pacific is set to deliver the fastest 8.91% CAGR through 2030 as Beijing’s digital-factory mandate pushes thousands of plants to integrate IoT, AI and cloud within tight timelines. Japan’s Society 5.0 program emphasizes cyber-physical fusion to offset labor shortages, while South Korea’s Manufacturing Renaissance Vision funds 30,000 smart factories by 2023. India accelerates SME adoption through SAMARTH Udyog Bharat 4.0 centers that provide testbeds and standards guidance. Regional telecoms roll out stand-alone 5G to capitalize on private-network demand.
Europe maintains steady growth as the Green Deal and digital-product passport rules steer plants toward energy-efficient operations. German Mittelstand firms update legacy equipment to remain cost-competitive, while Nordic ports pilot autonomous cranes. The Middle East is emerging as an AI hotspot after Microsoft’s USD 1.5 billion stake in Abu Dhabi’s G42 aimed at scaling industrial LLMs. South American miners invest in remote-operated haulage to counter volatile commodity cycles. Collectively, these trajectories reinforce the global expansion of the smart connected assets and operations market.
Competitive Landscape
The market remains moderately fragmented but is tilting toward ecosystem plays as majors stitch together hardware, software and cloud services. Siemens deepened its digital portfolio through bolt-on acquisitions of edge-AI startups, speeding time-to-market for turnkey solutions. ABB and Microsoft co-created Genix Copilot to embed generative AI within industrial workflows, promising up to 60% downtime reduction. Microsoft simultaneously invested in Abu Dhabi’s G42 to broaden AI infrastructure options for emerging markets.
Smaller firms exploit white spaces by offering cloud-native, vertical-specific modules. AssetWatch attracted venture capital to develop plug-and-play predictive maintenance targeted at mid-tier manufacturers. Shoreline IoT focuses on programmable sensors that reduce re-calibration downtime. Edge AI chip makers partner with gateway vendors to secure design wins in retrofit projects.
Patent filings in anomaly detection and federated learning surge as vendors seek defensible IP. System integrators become pivotal, bundling cybersecurity, regulatory reporting and AI modeling into managed-service contracts. Overall, success hinges on orchestrating multi-vendor stacks into a seamless user experience that keeps expanding the smart connected assets and operations market size among both blue-chip and mid-market clients.
Smart Connected Assets And Operations Industry Leaders
-
Siemens AG
-
General Electric Company
-
Schneider Electric SE
-
ABB Ltd.
-
Honeywell International Inc.
- *Disclaimer: Major Players sorted in no particular order
Recent Industry Developments
- February 2025: IBM and Microsoft launched AI and cloud experience zones at IBM Client Innovation Centers to give enterprises hands-on access to Azure and Maximo.
- December 2024: China’s MIIT issued guidelines for comprehensive digital transformation of manufacturing enterprises.
- November 2024: Accenture, Microsoft and Avanade expanded collaboration to embed Copilot and generative AI across operational workflows.
- October 2024: Siemens and Microsoft broadened their industrial AI partnership, targeting 60% downtime cuts and 20% asset-life extensions.
Global Smart Connected Assets And Operations Market Report Scope
| Hardware | Sensors and Actuators |
| Gateways and Edge Devices | |
| Software | Asset Performance Management (APM) |
| Manufacturing Execution System (MES) | |
| SCADA and HMI | |
| Analytics and AI Platforms | |
| Services | Professional Services |
| Managed Services |
| Wired | Ethernet |
| Industrial Fieldbus | |
| Wireless | Wi-Fi and Bluetooth |
| 5G / Private LTE | |
| LPWAN (LoRa, NB-IoT, Sigfox) | |
| Satellite / Remote |
| On-premise |
| Cloud |
| Hybrid |
| Manufacturing |
| Energy and Utilities |
| Oil and Gas |
| Mining |
| Transportation and Logistics |
| Healthcare |
| Agriculture |
| Smart Cities and Infrastructure |
| North America | United States | |
| Canada | ||
| Mexico | ||
| Europe | Germany | |
| United Kingdom | ||
| France | ||
| Russia | ||
| Rest of Europe | ||
| Asia-Pacific | China | |
| Japan | ||
| India | ||
| South Korea | ||
| Australia | ||
| Rest of Asia-Pacific | ||
| Middle East and Africa | Middle East | Saudi Arabia |
| United Arab Emirates | ||
| Rest of Middle East | ||
| Africa | South Africa | |
| Egypt | ||
| Rest of Africa | ||
| South America | Brazil | |
| Argentina | ||
| Rest of South America | ||
| By Component | Hardware | Sensors and Actuators | |
| Gateways and Edge Devices | |||
| Software | Asset Performance Management (APM) | ||
| Manufacturing Execution System (MES) | |||
| SCADA and HMI | |||
| Analytics and AI Platforms | |||
| Services | Professional Services | ||
| Managed Services | |||
| By Connectivity Technology | Wired | Ethernet | |
| Industrial Fieldbus | |||
| Wireless | Wi-Fi and Bluetooth | ||
| 5G / Private LTE | |||
| LPWAN (LoRa, NB-IoT, Sigfox) | |||
| Satellite / Remote | |||
| By Deployment Mode | On-premise | ||
| Cloud | |||
| Hybrid | |||
| By Industry Vertical | Manufacturing | ||
| Energy and Utilities | |||
| Oil and Gas | |||
| Mining | |||
| Transportation and Logistics | |||
| Healthcare | |||
| Agriculture | |||
| Smart Cities and Infrastructure | |||
| By Geography | North America | United States | |
| Canada | |||
| Mexico | |||
| Europe | Germany | ||
| United Kingdom | |||
| France | |||
| Russia | |||
| Rest of Europe | |||
| Asia-Pacific | China | ||
| Japan | |||
| India | |||
| South Korea | |||
| Australia | |||
| Rest of Asia-Pacific | |||
| Middle East and Africa | Middle East | Saudi Arabia | |
| United Arab Emirates | |||
| Rest of Middle East | |||
| Africa | South Africa | ||
| Egypt | |||
| Rest of Africa | |||
| South America | Brazil | ||
| Argentina | |||
| Rest of South America | |||
Key Questions Answered in the Report
How large is the smart connected assets and operations market in 2025?
The market is valued at USD 278.94 billion in 2025, with an 8.29% CAGR outlook to 2030.
Which segment grows fastest within connected assets deployments?
Services, particularly integration and managed analytics, is projected to post a 9.43% CAGR through 2030.
What region shows the highest growth momentum?
Asia-Pacific leads with an expected 8.91% CAGR, spurred by China’s factory digitalization mandates.
How do 5G private networks benefit industrial sites?
They deliver millisecond latency that enables real-time robotics coordination and edge AI inferencing, cutting downtime and boosting throughput.
What is the main barrier to modernizing brownfield plants?
High capital outlays and complex integration with proprietary legacy protocols significantly extend payback periods.
Why is cybersecurity a critical concern?
Converged OT-IT networks have enlarged attack surfaces, and targeted ransomware against industrial control systems grew 200% in 2024.
Page last updated on: