{"schemaVersion":1,"profileUrl":"https://nowen.ai/agents/particle-io","markdownUrl":"https://nowen.ai/agents/particle-io.md","jsonUrl":"https://nowen.ai/agents/particle-io.json","name":"Particle","website":"https://www.particle.io","industry":"IoT","status":{"trust":"unclaimed","text":"Unclaimed: compiled by Nowen from public sources, not reviewed by the company"},"updatedAt":"2026-09-06T23:48:03.474Z","summary":"Particle provides an end-to-end IoT platform for building, deploying, and managing connected devices, spanning hardware, software, cloud, and analytics.","description":"Particle is an IoT platform company that provides a complete stack for building, deploying, and operating connected devices. The platform combines hardware modules, a device OS, cloud services, edge computing capabilities, and developer tools to help teams design, test, and scale IoT products. It enables secure, reliable connectivity, over-the-air firmware updates, fleet management, and extensive data integrations to power real-time insights. With offerings that support asset tracking, equipment monitoring, preventative maintenance, and other use cases, Particle targets developers, manufacturers, and enterprises seeking end-to-end visibility and control of distributed device fleets. The organization focuses on accelerating IoT development from prototype to production, delivering resilience, security, and observability across the device-to-cloud stack.","mission":"To empower developers and organizations to quickly create secure, scalable IoT solutions from prototype to production.","directory":{"industryName":"IoT","agentCount":11,"indexable":true,"hubUrl":"https://nowen.ai/industry/iot"},"aiReaderFamilies":["Amazon"],"boonFrontDoor":{"url":"https://boon.ai/agents/particle-io","label":"Apply to Particle's partner program through Boon","sub":"Your AI agent writes the proposal: who you are, the fit, and a first step."},"products":[{"name":"Tachyon","type":"Product","url":"https://www.particle.io/tachyon/","summary":"Empowers edge computing with 5G connectivity and AI capabilities.","description":"Tachyon is a 5G single-board computer (SBC) with an AI accelerator for edge workloads. It is designed to support rapid data transfer and on-device machine learning, making it suitable for advanced applications requiring instant connectivity.","pricing":{},"features":[{"name":"5G SBC","value":"Connects At Lightning Speed","valueDescription":"With integrated 5G support, Tachyon allows for rapid data transfer and communication in real-time."},{"name":"AI Accelerator","value":"Enables Smart Decisions","valueDescription":"The built-in AI accelerator processes data directly on the device, enabling actionable insights."},{"name":"Robust SDK Support","value":"Accelerates Development","valueDescription":"The included SDK streamlines the development process, allowing developers to quickly build and deploy applications."},{"name":"Compact Design","value":"Fits Any Project","valueDescription":"Designed to occupy minimal space, Tachyon can be seamlessly incorporated into various IoT projects."}]},{"name":"P2","type":"Product","url":"https://store.particle.io/collections/all-products/products/p2-wi-fi-module-cut-tape-x10","summary":"Enables seamless Wi-Fi connectivity for IoT devices.","description":"P2 is a Wi‑Fi module for Particle devices, providing secure and reliable connectivity for IoT applications.","pricing":{},"features":[{"name":"Wi-Fi Connectivity","value":"Facilitates Seamless Connectivity","valueDescription":"The P2 module ensures connectivity in various applications for IoT."},{"name":"Secure Data Transmission","value":"Ensures Data Security","valueDescription":"The P2 enhances data security through built-in encryption."},{"name":"OTA Software Updates","value":"Enables Easy Updates","valueDescription":"With OTA updates, the P2 module streamlines software updates."},{"name":"Device Collaboration","value":"Promotes Inter-device Communication","valueDescription":"Facilitates collaboration among devices using the P2 module."}]},{"name":"Photon 2","type":"Product","url":"https://store.particle.io/products/photon-2","summary":"Photon 2 enables easy development of Wi-Fi connected applications for IoT.","description":"Photon 2 simplifies building connected devices with robust capabilities and dual-band Wi-Fi connectivity.","pricing":{},"features":[{"name":"Wi-Fi Connectivity","value":"Achieves High-Speed Internet Connection","valueDescription":"Supports dual-band Wi-Fi for optimized data transfer."},{"name":"OTA Software Updates","value":"Simplifies Device Management","valueDescription":"Easily deploy firmware updates to remote devices."},{"name":"Device Protection","value":"Ensures Device Security","valueDescription":"Includes built-in security features for safeguarding devices."},{"name":"Integrated Development Tools","value":"Accelerates Development Cycle","valueDescription":"Supports development with various tools for efficient coding."}]},{"name":"Boron","type":"Product","url":"https://store.particle.io/collections/all-products/products/boron-lte-cat-m1-noram-with-ethersim-4th-gen","summary":"Boron provides dependable cellular connectivity for smart devices.","description":"Boron is a cellular development board that combines ease of use with reliable cellular connectivity for IoT applications.","pricing":{},"features":[{"name":"Cellular Connectivity","value":"Provides Seamless Cellular Connection","valueDescription":"Supports LTE Cat M1 and NB-IoT networks."},{"name":"Integrations with Particle Platform","value":"Easily Connects to Particle Services","valueDescription":"Effortlessly connects to the Particle cloud for management and updates."},{"name":"Over-the-Air Firmware Updates","value":"Remote Firmware Management","valueDescription":"Facilitates OTA updates to reduce downtime."},{"name":"Secure Device Protection","value":"Ensures Device Security","valueDescription":"Designed to safeguard data integrity and access."}]},{"name":"Muon","type":"Product","url":"https://store.particle.io/search?type=product&options%5Bprefix%5D=last&q=Muon","summary":"Muon enables seamless multi-radio communication for IoT solutions.","description":"Muon provides flexibility and connectivity in IoT applications through multiple radio protocols.","pricing":{},"features":[{"name":"Multi-Radio","value":"Enables Versatile Connectivity","valueDescription":"Provides flexibility to choose the best communication method."}]},{"name":"M1 Enclosure","type":"Product","url":"https://store.particle.io/products/m1-enclosure","summary":"Offers a robust, customizable enclosure for device deployment.","description":"M1 Enclosure is an industrial-grade IP67-ready case supporting multiple devices with customization options.","pricing":{},"features":[{"name":"Industrial-Grade Enclosure","value":"Ensures Durability And Protection","valueDescription":"Built to withstand dust and water immersion for reliability."},{"name":"Customization Options","value":"Customize Colors And Branding","valueDescription":"Tailor the enclosure for specific aesthetic requirements."},{"name":"Flexible Mounting Plate","value":"Facilitates Easy Installation","valueDescription":"Simplifies the process of securing devices."},{"name":"Integrated Cable and Antenna Ports","value":"Supports Connectivity And Power","valueDescription":"Ensures seamless integration with various devices."}]},{"name":"M-SoM","type":"Product","url":"https://store.particle.io/search?type=product&options%5Bprefix%5D=last&q=M-SoM","summary":"Enable multi-radio connectivity for sophisticated IoT solutions.","description":"M-SoM is a multi-radio system-on-module designed to facilitate various connectivity options for IoT.","pricing":{},"features":[{"name":"Multi-Radio","value":"Facilitates Multiple Network Options","valueDescription":"Ensures devices connect to different types of networks."},{"name":"OTA Updates","value":"Ensures Device Longevity","valueDescription":"Keeps devices secure and up to date."},{"name":"Flexible Integration","value":"Simplifies IoT Development","valueDescription":"Enables rapid IoT application development."},{"name":"Scalable Architecture","value":"Accommodates Growth","valueDescription":"Supports scaling from prototypes to large deployments."}]},{"name":"B-SoM","type":"Product","url":"https://store.particle.io/collections/all-products/products/b-series-lte-cat-m1-noram-with-ethersim","summary":"B-SoM provides a robust cellular connection for IoT applications ensuring reliable data transmission.","description":"B-SoM is a cellular system-on-module designed for secure and reliable connectivity across various devices.","pricing":{},"features":[{"name":"Cellular Connectivity","value":"Enables Secure Communication","valueDescription":"Facilitates secure communication leveraging cellular networks."},{"name":"Global Coverage","value":"Supports 350+ Carriers","valueDescription":"Ensures reliable connections worldwide."},{"name":"OTA Updates","value":"Simplifies Device Management","valueDescription":"Facilitates remote device management."},{"name":"Multi-Application Support","value":"Versatile Use Cases","valueDescription":"Utilized in numerous applications including asset monitoring."}]},{"name":"Monitor One","type":"Product","url":"https://www.particle.io/devices/monitor-one/","summary":"Ensure optimal equipment performance with real-time monitoring.","description":"Monitor One is designed to provide insights into operational status for various industrial equipment, enabling proactive maintenance.","pricing":{},"features":[{"name":"Real-Time Monitoring","value":"Optimize Equipment Performance","valueDescription":"Live data helps identify and address issues swiftly."},{"name":"Cloud Integration","value":"Leverage Data Insights","valueDescription":"Aggregated data helps make informed decisions."},{"name":"Proactive Maintenance Alerts","value":"Reduce Downtime Risks","valueDescription":"Alerts allow timely action before failures occur."},{"name":"User-Friendly Interface","value":"Enhance Team Productivity","valueDescription":"Intuitive interface streamlines workflows."}]},{"name":"Tracker One","type":"Product","url":"https://store.particle.io/collections/gateways/products/tracker-one-with-ethersim","summary":"Efficiently track and manage your assets in real-time.","description":"Tracker One is an asset-tracking gateway designed to help businesses monitor their assets efficiently.","pricing":{},"features":[{"name":"Real-Time Location Tracking","value":"Monitor Assets Anytime","valueDescription":"Advanced GPS and cellular technology keeps tabs on your assets."},{"name":"Seamless Integration","value":"Integrate With Ease","valueDescription":"Connect Tracker One with various services for streamlined operations."},{"name":"Robust Security Features","value":"Ensure Data Security","valueDescription":"Built-in security measures keep your asset data secure."},{"name":"Customizable Alerts","value":"Get Instant Alerts","valueDescription":"Stay informed about asset status with immediate notifications."},{"name":"Long Battery Life","value":"Experience Extended Operation","valueDescription":"Ideal for continuous asset tracking."}]},{"name":"Asset Tracking","type":"Solution","url":"https://www.particle.io/use-cases/iot-asset-tracking/","summary":"Enhance operational visibility through real-time asset tracking.","description":"Build asset tracking capabilities into your products to enhance overall operational effectiveness.","pricing":{},"features":[{"name":"Real-Time Location Tracking","value":"Track Assets In Real-Time","valueDescription":"Integrates multi-source data for up-to-date location information."},{"name":"Geofencing Capabilities","value":"Configure Virtual Boundaries","valueDescription":"Tracks movements across defined zones for enhanced security."},{"name":"Alerts and Notifications","value":"Get Instant Alerts","valueDescription":"Stay informed with immediate notifications."},{"name":"Data Integration","value":"Integrate Data Across Platforms","valueDescription":"Improves decision-making through consolidated insights."},{"name":"Historical Data Logging","value":"Log Historical Data","valueDescription":"Access detailed logs of movements for analysis."}]},{"name":"Preventative Maintenance","type":"Solution","url":"https://www.particle.io/use-cases/iot-preventative-maintenance/","summary":"Ensure optimal performance and reliability of your devices.","description":"Provides functionalities to prevent breakdowns and subpar product performance.","pricing":{},"features":[{"name":"Real-Time Monitoring","value":"Enables Early Issue Detection","valueDescription":"Allows timely interventions to enhance operational efficiency."},{"name":"Predictive Analytics","value":"Foresee Failures Before They Occur","valueDescription":"Analyzes historical data to predict maintenance needs."},{"name":"Over-the-Air Updates","value":"Keep Devices Up-to-Date","valueDescription":"Ensures the latest features are applied without physical access."},{"name":"Centralized Dashboard","value":"Simplifies Device Management","valueDescription":"Provides visibility into status and performance metrics."},{"name":"Alerts and Notifications","value":"Immediate Response Capability","valueDescription":"Ensures quick action to mitigate issues."},{"name":"Comprehensive Reporting","value":"Insights for Continuous Improvement","valueDescription":"Analyzes trends to enhance device reliability."}]},{"name":"Equipment Monitoring","type":"Solution","url":"https://www.particle.io/use-cases/industrial-equipment-monitoring/","summary":"Streamline the oversight and management of equipment.","description":"Makes it easier to monitor equipment status and performance.","pricing":{},"features":[{"name":"Real-Time Data Monitoring","value":"Enhance Operational Efficiency","valueDescription":"Leads to timely interventions and optimized performance."},{"name":"Over-The-Air Updates","value":"Simplify Maintenance","valueDescription":"Keep the latest software across devices."},{"name":"Predictive Analytics","value":"Prevent Breakdowns","valueDescription":"Manage equipment health proactively."},{"name":"Alerts and Notifications","value":"React Quickly","valueDescription":"Improves equipment reliability."}]},{"name":"Edge ML","type":"Platform","url":"https://www.particle.io/edge-ml/","summary":"Facilitates deployment and updates of ML models on edge devices.","description":"Edge ML enables deploying and upgrading machine-learning models on Particle devices.","pricing":{},"features":[{"name":"Model Deployment","value":"Deploy Models Easily","valueDescription":"Streamlines the process of getting models onto devices."},{"name":"Model Upgrades","value":"Upgrade Models Automatically","valueDescription":"Ensures devices always run the latest version."}]},{"name":"Blueprints","type":"Platform","url":"https://blueprints.particle.io/","summary":"Enables swift application deployment for intelligent devices.","description":"Blueprints simplifies deployment of applications for intelligent devices.","pricing":{},"features":[{"name":"Simplified Deployment","value":"Accelerate Project Timelines","valueDescription":"Ensures faster time-to-market for IoT solutions."},{"name":"Integration with Particle Platform","value":"Leverage Full Ecosystem","valueDescription":"Ensures more robust device management."},{"name":"Intelligent Device Support","value":"Supports Multiple Devices","valueDescription":"Ensures adaptability in deploying diverse IoT projects."}]},{"name":"Workbench","type":"Product","url":"https://docs.particle.io/quickstart/workbench/","summary":"Provides a seamless environment for developing and debugging IoT applications.","description":"Workbench is an integrated development and debugging environment.","pricing":{},"features":[{"name":"Integrated Development Environment","value":"Streamlines Development Process","valueDescription":"Integrates tools into a single platform for easier workflow."},{"name":"Debugging Tools","value":"Facilitates Real-Time Troubleshooting","valueDescription":"Quickly identify and resolve issues for improved quality."}]},{"name":"Web IDE","type":"Product","url":"https://build.particle.io/build","summary":"Easily write, compile, and flash device code online.","description":"Web IDE enables writing, compiling, and flashing device code over the air.","pricing":{},"features":[{"name":"Over-Air Code Flashing","value":"Flash Devices Instantly","valueDescription":"Deploy updates without physical access, enhancing efficiency."},{"name":"Integrated Development Environment","value":"Streamline Development Processes","valueDescription":"Combines coding and device management in a user-friendly interface."},{"name":"Compatibility with Particle Devices","value":"Unified Platform for Development","valueDescription":"Enables faster prototyping with less compatibility issues."},{"name":"Cloud-Based Access","value":"Work Remotely","valueDescription":"Eliminates the need for local setup."}]},{"name":"Console","type":"Platform","url":"https://www.particle.io/iot-command-center/","summary":"Manage your entire IoT fleet from a single interface.","description":"Console is a centralized management interface for your IoT fleet.","pricing":{},"features":[{"name":"IoT Fleet Management","value":"Manage Your Device Fleet","valueDescription":"Gain complete oversight for efficient operation."},{"name":"OTA Software Updates","value":"Deploy Firmware Remotely","valueDescription":"Update software without physical access."},{"name":"Device Vitals","value":"Monitor Device Health","valueDescription":"Quickly identify connectivity issues to resolve them."},{"name":"Security and Compliance","value":"Ensure IoT Security","valueDescription":"Maintains compliance and secures IoT deployments."},{"name":"Integrations","value":"Connect to Popular Services","valueDescription":"Enhances capabilities and streamlines workflows."}]},{"name":"EtherSIM","type":"Product","url":"https://www.particle.io/ethersim/","summary":"Global self-healing embedded SIM supporting 350+ carriers.","description":"EtherSIM provides a global self-healing embedded SIM for diverse carrier support.","pricing":{},"features":[{"name":"Global Coverage","value":"Achieve Global Connectivity","valueDescription":"Devices connect to the best network autonomously."},{"name":"Intelligent Profile Switching","value":"Optimize Network Access","valueDescription":"Ensures constant operation without manual intervention."},{"name":"Free Low-Bandwidth Data for Prototyping","value":"Start Development Cost-Effectively","valueDescription":"Ideal for prototype testing without additional costs."},{"name":"Custom Data Plans","value":"Tailor Connectivity Solutions","valueDescription":"Customized data plans based on operational needs."},{"name":"Compliance with eSIM Standards","value":"Ensure Compliance & Security","valueDescription":"Adheres to standards for eSIM deployment."}]},{"name":"EtherSIM+","type":"Product","url":"https://www.particle.io/ethersim-plus/","summary":"High-bandwidth data plans for IoT devices with multi-profile eSIM.","description":"EtherSIM+ extends high-bandwidth data plans to the EtherSIM family.","pricing":{},"features":[{"name":"High-Bandwidth Data Plans","value":"Provides High-Bandwidth Connectivity","valueDescription":"Enables smoother operations for data-intensive applications."},{"name":"Multi-Profile eSIM","value":"Switches Profiles Seamlessly","valueDescription":"Enhances connectivity by switching between profiles based on availability."},{"name":"2GB/Month Data Plan for Prototyping","value":"Supports Prototyping Efforts","valueDescription":"Ideal for testing IoT solutions during development."},{"name":"Custom Data Plans for Enterprise Customers","value":"Offers Tailored Data Solutions","valueDescription":"Allows enterprises to select plans based on their requirements."}]}],"audiences":[],"segments":[{"name":"IoT SIM and eSIM management","description":"Capabilities for multi-IMSI and eSIM lifecycle management including profile provisioning/switching, regional roaming, satellite fall-back and centralized SIM control.","size":0.2,"cagr":25,"color":1,"productNames":["EtherSIM","EtherSIM+","B-SoM","Boron","M-SoM","Muon","Tachyon"],"methodology":"Primary sources show the overall eSIM market was ≈$1.47B in 2024 with very high forecasted growth (mid-to-high 20s–30% CAGR) and rapid growth in eSIM-capable IoT modules (650M installed in 2023; device counts rising from ~1.2B in 2025 to ~4.9B in 2030). Because IoT SIM & eSIM management (multi‑IMSI, lifecycle/provisioning, centralized control, roaming/fallback) is a specialized subset (platform, provisioning and management revenue) of the broader eSIM market and connectivity ecosystem, I estimate its current market size at roughly $0.2B and growth potential near a 25% CAGR, consistent with strong device and overall eSIM market growth cited below.","citations":[{"url":"https://www.marketresearchfuture.com/reports/esim-market-6619","text":"2024 Market Size $ 1.47 Billion; CAGR (2025 - 2035) 31.4%."},{"url":"https://www.mordorintelligence.com/industry-reports/embedded-sim-market","text":"Growth Rate (2026 - 2031) 26.67% CAGR; Market Volume (2026) 0.65 Billion units."},{"url":"https://www.juniperresearch.com/research/telecoms-connectivity/operator-strategies/esims-isims-research-report/","text":"1.2bn Devices leveraging eSIMs for connectivity in 2025; 4.9bn Devices leveraging eSIMs for connectivity in 2030."},{"url":"https://iot-analytics.com/role-of-esim-for-iot-better-security-simplified-roaming-easier-provisioning/","text":"Installed base of eSIM-capable IoT connectivity modules reached 650 million in 2023; 33% of cellular IoT modules were eSIM-capable."}]},{"name":"Embedded modules and development hardware","description":"System-on-modules, development boards, gateways, and industrial enclosures used for prototyping, integration, and scalable device production.","size":25,"cagr":7.5,"color":2,"productNames":["B-SoM","M-SoM","Photon 2","P2","Boron","Tachyon","Muon","Tracker One","M1 Enclosure"],"methodology":"Estimated by mapping the target subsegment to the broader embedded-systems/hardware market. SphericalInsights and PrecedenceResearch report global embedded/system and embedded-computing market sizes and show the hardware share (~63%). Applying a conservative 20–30% slice of the hardware market to cover system-on-modules, development boards, gateways and industrial enclosures yields ~USD 20–30B (midpoint ~25B). Growth (CAGR ~7.5%) uses reported overall embedded market CAGRs (~5–7%) while factoring higher-growth pockets (rugged systems, embedded FPGA/edge AI) that pull the modules/dev-hardware subsegment above the broad-market rate.","citations":[{"url":"https://www.sphericalinsights.com/reports/embedded-system-market","text":"The Global Embedded System Market Size was valued at USD 156.35 billion in 2022."},{"url":"https://www.precedenceresearch.com/embedded-computing-market","text":"Embedded Computing Market size is USD 119.38 Bn in 2025; CAGR, 2026 - 2035 5.85%."},{"url":"https://www.persistencemarketresearch.com/market-research/rugged-embedded-system-market.asp","text":"Global rugged embedded system market projected at US$ 4.1 billion in 2026 and to reach US$ 11.0 billion by 2033, CAGR 15.1% (2026 - 2033)."}]},{"name":"Connected device management","description":"Remote device lifecycle management including firmware updates, monitoring, troubleshooting, and scalable provisioning for telematics hardware.","size":1.8,"cagr":12.5,"color":3,"productNames":["Console","Web IDE","Workbench","Blueprints"],"methodology":"Available sources report the broader mobile/IoT device-management markets between ~$8.6B (2024) and ~$13.6B (2026) with CAGRs reported in the ~11–20% range. Connected device management for telematics hardware is a specialized subset of IoT/device-management (device lifecycle, firmware, provisioning). Assuming telematics-focused remote device lifecycle services represent roughly 10–20% of the broader device-management market yields an estimate of ~USD 1.3–2.7B; midpoint ~USD 1.8B was selected. CAGR of ~12.5% is chosen as a conservative midpoint within cited growth ranges (11.4%–19.8%), reflecting steady IoT/telematics adoption and regulatory/security-driven demand.","citations":[{"url":"https://www.strategicmarketresearch.com/market-report/mobile-device-management-market","text":"The global mobile device management market was valued at USD 8.6 billion in 2024."},{"url":"https://www.persistencemarketresearch.com/market-research/mobile-device-management-market.asp","text":"The global Mobile Device Management Market size is anticipated to reach US$ 13.6 Billion in 2026."},{"url":"https://www.linkedin.com/pulse/size-estimationof-connected-device-management-platform-market-0unre","text":"The Connected Device Management Platform market is anticipated to grow annually by 11.4% (CAGR 2026 - 2033)."}]},{"name":"Asset tracking and monitoring","description":"Real-time location tracking, geofencing, alerts, and reporting for movable equipment, inventory, and non-powered assets.","size":25.98,"cagr":11.97,"color":4,"productNames":["Asset Tracking","Tracker One","EtherSIM","EtherSIM+"],"methodology":"Primary estimate uses Fortune Business Insights (USD 25.98B in 2025; 11.97% CAGR). Corroborated by multiple industry reports showing 2024–2025 market values in the USD 20–29B range and CAGRs ~8–13%.","citations":[{"url":"https://www.fortunebusinessinsights.com/asset-tracking-market-109490","text":"2025 Market Size: USD 25.98 billion"},{"url":"https://mapsted.com/blog/asset-tracking-market-forecast-and-its-key-statistics","text":"The global asset tracking market statistics put the sector at $28.93 billion in 2025"},{"url":"https://www.marketresearchfuture.com/reports/asset-tracking-software-market-4439","text":"2024 Market Size $ 20.32 Billion; CAGR (2025 - 2035) 10.7%"},{"url":"https://www.marketsandmarkets.com/Market-Reports/asset-management-system-market-255619316.html","text":"The global Asset Management System Market size was valued at USD 17.64 billion in 2025; CAGR of 8.4% (2025-2030)"},{"url":"https://www.strategicmarketresearch.com/market-report/iot-based-asset-tracking-monitoring-market","text":"The global IoT-based asset tracking and monitoring market was valued at USD 8.7 billion in 2024; CAGR 12.3% (2024-2030)"},{"url":"https://www.precedenceresearch.com/iot-based-asset-tracking-and-monitoring-market","text":"The global IoT-based asset tracking market size is calculated at USD 4.84 billion in 2025; CAGR 8.23% (2026-2035)"}]},{"name":"Industrial IoT analytics and predictive maintenance","description":"Collect and analyze industrial telemetry at the edge for real-time operational insights, anomaly detection, and predictive maintenance to reduce downtime and maintenance costs.","size":14,"cagr":23.3,"color":5,"productNames":["Edge ML","Tachyon","Preventative Maintenance","Equipment Monitoring","Monitor One"],"methodology":"Estimated current market size ~USD 14B based on multiple market reports reporting 2025–2026 baselines between USD ~13.6B and USD ~18.9B. Growth potential (CAGR ~23.3%) is a midpoint synthesis of reported forecasts (conservative 11.4% to aggressive 34.1%), reflecting differences in market definitions (PdM alone vs. broader IIoT analytics/APM and edge analytics adoption).","citations":[{"url":"https://www.marketsandmarkets.com/Market-Reports/operational-predictive-maintenance-market-8656856.html","text":"grow from USD 13.89 billion in 2026 to USD 23.79 billion by 2031, at a CAGR of 11.4%."},{"url":"https://www.fortunebusinessinsights.com/predictive-maintenance-market-102104","text":"market size was valued at USD 13.65 billion in 2025; CAGR 24.30% (2026–2034)."},{"url":"https://www.mordorintelligence.com/industry-reports/predictive-maintenance-market","text":"Market Size (2026) USD 18.90 Billion; Market Size (2031) USD 82.17 Billion; CAGR 34.14% (2026-2031)."}]}],"faq":[],"comparisons":[],"sources":[{"url":"https://www.particle.io","text":"Particle"},{"url":"https://www.particle.io/tachyon/","text":"Tachyon"},{"url":"https://store.particle.io/collections/all-products/products/p2-wi-fi-module-cut-tape-x10","text":"P2"},{"url":"https://store.particle.io/products/photon-2","text":"Photon 2"},{"url":"https://store.particle.io/collections/all-products/products/boron-lte-cat-m1-noram-with-ethersim-4th-gen","text":"Boron"},{"url":"https://store.particle.io/search?type=product&options%5Bprefix%5D=last&q=Muon","text":"Muon"},{"url":"https://store.particle.io/products/m1-enclosure","text":"M1 Enclosure"},{"url":"https://store.particle.io/search?type=product&options%5Bprefix%5D=last&q=M-SoM","text":"M-SoM"},{"url":"https://store.particle.io/collections/all-products/products/b-series-lte-cat-m1-noram-with-ethersim","text":"B-SoM"},{"url":"https://www.particle.io/devices/monitor-one/","text":"Monitor One"},{"url":"https://store.particle.io/collections/gateways/products/tracker-one-with-ethersim","text":"Tracker One"},{"url":"https://www.particle.io/use-cases/iot-asset-tracking/","text":"Asset Tracking"},{"url":"https://www.particle.io/use-cases/iot-preventative-maintenance/","text":"Preventative Maintenance"},{"url":"https://www.particle.io/use-cases/industrial-equipment-monitoring/","text":"Equipment Monitoring"},{"url":"https://www.particle.io/edge-ml/","text":"Edge ML"},{"url":"https://blueprints.particle.io/","text":"Blueprints"},{"url":"https://docs.particle.io/quickstart/workbench/","text":"Workbench"},{"url":"https://build.particle.io/build","text":"Web IDE"},{"url":"https://www.particle.io/iot-command-center/","text":"Console"},{"url":"https://www.particle.io/ethersim/","text":"EtherSIM"},{"url":"https://www.particle.io/ethersim-plus/","text":"EtherSIM+"},{"url":"https://www.marketresearchfuture.com/reports/esim-market-6619","text":"2024 Market Size $ 1.47 Billion; CAGR (2025 - 2035) 31.4%."},{"url":"https://www.mordorintelligence.com/industry-reports/embedded-sim-market","text":"Growth Rate (2026 - 2031) 26.67% CAGR; Market Volume (2026) 0.65 Billion units."},{"url":"https://www.juniperresearch.com/research/telecoms-connectivity/operator-strategies/esims-isims-research-report/","text":"1.2bn Devices leveraging eSIMs for connectivity in 2025; 4.9bn Devices leveraging eSIMs for connectivity in 2030."},{"url":"https://iot-analytics.com/role-of-esim-for-iot-better-security-simplified-roaming-easier-provisioning/","text":"Installed base of eSIM-capable IoT connectivity modules reached 650 million in 2023; 33% of cellular IoT modules were eSIM-capable."},{"url":"https://www.sphericalinsights.com/reports/embedded-system-market","text":"The Global Embedded System Market Size was valued at USD 156.35 billion in 2022."},{"url":"https://www.precedenceresearch.com/embedded-computing-market","text":"Embedded Computing Market size is USD 119.38 Bn in 2025; CAGR, 2026 - 2035 5.85%."},{"url":"https://www.persistencemarketresearch.com/market-research/rugged-embedded-system-market.asp","text":"Global rugged embedded system market projected at US$ 4.1 billion in 2026 and to reach US$ 11.0 billion by 2033, CAGR 15.1% (2026 - 2033)."},{"url":"https://www.strategicmarketresearch.com/market-report/mobile-device-management-market","text":"The global mobile device management market was valued at USD 8.6 billion in 2024."},{"url":"https://www.persistencemarketresearch.com/market-research/mobile-device-management-market.asp","text":"The global Mobile Device Management Market size is anticipated to reach US$ 13.6 Billion in 2026."},{"url":"https://www.linkedin.com/pulse/size-estimationof-connected-device-management-platform-market-0unre","text":"The Connected Device Management Platform market is anticipated to grow annually by 11.4% (CAGR 2026 - 2033)."},{"url":"https://www.fortunebusinessinsights.com/asset-tracking-market-109490","text":"2025 Market Size: USD 25.98 billion"},{"url":"https://mapsted.com/blog/asset-tracking-market-forecast-and-its-key-statistics","text":"The global asset tracking market statistics put the sector at $28.93 billion in 2025"},{"url":"https://www.marketresearchfuture.com/reports/asset-tracking-software-market-4439","text":"2024 Market Size $ 20.32 Billion; CAGR (2025 - 2035) 10.7%"},{"url":"https://www.marketsandmarkets.com/Market-Reports/asset-management-system-market-255619316.html","text":"The global Asset Management System Market size was valued at USD 17.64 billion in 2025; CAGR of 8.4% (2025-2030)"},{"url":"https://www.strategicmarketresearch.com/market-report/iot-based-asset-tracking-monitoring-market","text":"The global IoT-based asset tracking and monitoring market was valued at USD 8.7 billion in 2024; CAGR 12.3% (2024-2030)"},{"url":"https://www.precedenceresearch.com/iot-based-asset-tracking-and-monitoring-market","text":"The global IoT-based asset tracking market size is calculated at USD 4.84 billion in 2025; CAGR 8.23% (2026-2035)"},{"url":"https://www.marketsandmarkets.com/Market-Reports/operational-predictive-maintenance-market-8656856.html","text":"grow from USD 13.89 billion in 2026 to USD 23.79 billion by 2031, at a CAGR of 11.4%."},{"url":"https://www.fortunebusinessinsights.com/predictive-maintenance-market-102104","text":"market size was valued at USD 13.65 billion in 2025; CAGR 24.30% (2026–2034)."},{"url":"https://www.mordorintelligence.com/industry-reports/predictive-maintenance-market","text":"Market Size (2026) USD 18.90 Billion; Market Size (2031) USD 82.17 Billion; CAGR 34.14% (2026-2031)."}]}