INDEX

Artificial Intelligence and Machine Learning

A newer version of this research is available: Artificial Intelligence and Machine Learning

This MD delivers a quantitative assessment of machine learning (ML) usage across numerous consumer, commercial, and industrial device markets. The assessment was informed by, and further refined by, a qualitative analysis of the technological, business, and political drivers and constraints impacting the use of artificial intelligence (AI) technologies, specifically ML.

Detailed shipments and segmentation are provided in product-based market data (MD) research deliverables spanning mobile devices to wearables and from robots to drones. Device categories, segmentation, and annual shipment volumes used in this Artificial Intelligence and Machine Learning MD are derived from existing device and product data sets. Further analysis is performed to document and forecast the installed base of AI/ML-capable and active AI/ML-enabled devices.

 

Table of Contents

Charts

  1. Total Active AI/ML-Enabled Products by Type
  2. Total Active Cloud AI/ML-Enabled Products by Type
  3. Total Active On-Device AI/ML-Enabled Products by Type
  4. Total Active Hybrid AI/ML-Enabled Products by Type
  5. Installed Base of AI/ML-Capable PCs
  6. Active Cloud AI/ML-Enabled PCs by Type
  7. Active On-Device AI/ML-Enabled PCs by Type
  8. Active Hybrid AI/ML-Enabled PCs by Type
  9. AI/ML-Enabled Desktop PC Shipments and Installed Base
  10. AI/ML-Enabled Notebook PC Shipments and Installed Base
  11. Installed Base of AI/ML-Capable Mobile Devices
  12. Active Cloud AI/ML-Enabled Mobile Devices by Type
  13. Active On-Device AI/ML-Enabled Mobile Devices by Type
  14. Active Hybrid AI/ML-Enabled Mobile Devices by Type
  15. AI/ML-Enabled Smartphone Shipments and Installed Base
  16. AI/ML-Enabled Feature Phone Shipments and Installed Base
  17. AI/ML-Enabled Tablet Shipments and Installed Base
  18. Installed Base of AI/ML-Capable Wearable Devices
  19. Active Cloud AI/ML-Enabled Wearables by Type
  20. Active On-Device AI/ML-Enabled Wearables by Type
  21. Active Hybrid AI/ML-Enabled Wearables by Type
  22. AI/ML-Enabled Wearable Camera Shipments and Installed Base
  23. AI/ML-Enabled Smart Glasses Shipments and Installed Base
  24. AI/ML-Enabled VR Headset Shipments and Installed Base
  25. AI/ML-Enabled Smartwatch Shipments and Installed Base
  26. AI/ML-Enabled Wearable Healthcare Device Shipments and Installed Base
  27. AI/ML-Enabled Fitness Tracker Shipments and Installed Base
  28. AI/ML-Enabled Home Monitoring Device Shipments and Installed Base
  29. AI/ML-Enabled Wearable 3D Motion Tracker Shipments and Installed Base
  30. AI/ML-Enabled Smart Clothing Shipments and Installed Base
  31. AI/ML-Enabled Hearable Shipments and Installed Base
  32. AI/ML-Enabled Wearable Scanner Shipments and Installed Base
  33. Installed Base of AI/ML-Capable Smart Home Products by Type
  34. Active Cloud AI/ML-Enabled Smart Home Products by Type
  35. Active On-Device AI/ML-Enabled Smart Home Products by Type
  36. Active Hybrid AI/ML-Enabled Smart Home Products by Type
  37. AI/ML-Enabled Smart Home Controller Shipments and Installed Base
  38. AI/ML-Enabled Smart Home Camera Shipments and Installed Base
  39. AI/ML-Enabled Smart Home Lighting Product Shipments and Installed Base
  40. AI/ML-Enabled Smart Home Sensor Product Shipments and Installed Base
  41. AI/ML-Enabled Smart Home Voice Control Device Shipments and Installed Base
  42. AI/ML-Enabled Other Smart Home Product Shipments and Installed Base
  43. AI/ML-Enabled Smart Clothes Dryer Shipments and Installed Base
  44. AI/ML-Enabled Smart Dishwasher Shipments and Installed Base
  45. AI/ML-Enabled Smart Refrigerator and Freezer Shipments and Installed Base
  46. AI/ML-Enabled Smart Washing Machine Shipments and Installed Base
  47. Installed Base of AI/ML-Capable Robots by Type
  48. Active Cloud AI/ML-Enabled Robots by Type
  49. Active On-Device AI/ML-Enabled Robots by Type
  50. Active Hybrid AI/ML-Enabled Robots by Type
  51. AI/ML-Enabled Industrial Robot Shipments and Installed Base
  52. AI/ML-Enabled Collaborative Robot Shipments and Installed Base
  53. AI/ML-Enabled Commercial Robot Shipments and Installed Base
  54. AI/ML-Enabled Home & Lawn Care Consumer Robot Shipments and Installed Base
  55. AI/ML-Enabled Consumer Robotic Toy Shipments and Installed Base
  56. Other AI/ML-Enabled Consumer Robot Shipments and Installed Base
  57. Installed Base of AI/ML-Capable Industrial Automation Products by Type
  58. Active Cloud AI/ML-Enabled Industrial Automation Products by Type
  59. Active On-Device AI/ML-Enabled Industrial Automation Products by Type
  60. Active Hybrid AI/ML-Enabled Industrial Automation Products by Type
  61. AI/ML-Enabled Industrial Automation Controller Shipments and Installed Base
  62. AI/ML-Enabled Industrial Automation Field Device Shipments and Installed Base
  63. Installed Base of AI/ML-Capable sUAS Products by Type
  64. Active Cloud AI/ML-Enabled sUAS Products by Type
  65. Active On-Device AI/ML-Enabled sUAS Products by Type
  66. Active Hybrid AI/ML-Enabled sUAS Products by Type
  67. AI/ML-Enabled Military/Civil sUAS Shipments and Installed Base
  68. AI/ML-Enabled Commercial sUAS Shipments and Installed Base
  69. AI/ML-Enabled Prosumer sUAS Shipments and Installed Base
  70. AI/ML-Enabled Consumer/Hobbyist sUAS Shipments and Installed Base

Tables

Click a table title to see what's included in the data.
  1. Total Active AI/ML-Enabled Products by Type, World Markets, Forecast: 2016 to 2022
  2. Total Active Cloud AI/ML-Enabled Products by Type, World Markets, Forecast: 2016 to 2022
  3. Total Active On-Device AI/ML-Enabled Products by Type, World Markets, Forecast: 2016 to 2022
  4. Total Active Hybrid AI/ML-Enabled Products by Type, World Markets, Forecast: 2016 to 2022
  5. Total PCs by Type, World Markets, Forecast: 2016 to 2022
  6. Active Cloud AI/ML-Enabled PCs by Type, World Markets, Forecast: 2016 to 2022
  7. Active On-Device AI/ML-Enabled PCs by Type, World Markets, Forecast: 2016 to 2022
  8. Active Hybrid AI/ML-Enabled PCs by Type, World Markets, Forecast: 2016 to 2022
  9. AI/ML-Enabled Desktop PC Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  10. AI/ML-Enabled Notebook PC Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  11. Total Mobile Devices by Type, World Markets, Forecast: 2016 to 2022
  12. Active Cloud AI/ML-Enabled Mobile Devices by Type, World Markets, Forecast: 2016 to 2022
  13. Active On-Device AI/ML-Enabled Mobile Devices by Type, World Markets, Forecast: 2016 to 2022
  14. Active Hybrid AI/ML-Enabled Mobile Devices by Type, World Markets, Forecast: 2016 to 2022
  15. AI/ML-Enabled Smartphone Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  16. AI/ML-Enabled Feature Phone Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  17. AI/ML-Enabled Tablet Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  18. Total Wearable Devices by Type, World Markets, Forecast: 2016 to 2022
  19. Active Cloud AI/ML-Enabled Wearables by Type, World Markets, Forecast: 2016 to 2022
  20. Active On-Device AI/ML-Enabled Wearables by Type, World Markets, Forecast: 2016 to 2022
  21. Active Hybrid AI/ML-Enabled Wearables by Type, World Markets, Forecast: 2016 to 2022
  22. AI/ML-Enabled Wearable Camera Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  23. AI/ML-Enabled Smart Glasses Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  24. AI/ML-Enabled VR Headset Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  25. AI/ML-Enabled Smartwatch Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  26. AI/ML-Enabled Wearable Healthcare Device Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  27. AI/ML-Enabled Fitness Tracker Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  28. AI/ML-Enabled Home Monitoring Device Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  29. AI/ML-Enabled Wearable 3D Motion Tracker Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  30. AI/ML-Enabled Smart Clothing Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  31. AI/ML-Enabled Hearable Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  32. AI/ML-Enabled Wearable Scanner Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  33. Total Smart Home Products by Type, World Markets, Forecast: 2016 to 2022
  34. Active Cloud AI/ML-Enabled Smart Home Products by Type, World Markets, Forecast: 2016 to 2022
  35. Active On-Device AI/ML-Enabled Smart Home Products by Type, World Markets, Forecast: 2016 to 2022
  36. Active Hybrid AI/ML-Enabled Smart Home Products by Type, World Markets, Forecast: 2016 to 2022
  37. AI/ML-Enabled Smart Home Controller Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  38. AI/ML-Enabled Smart Home Camera Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  39. AI/ML-Enabled Smart Home Lighting Product Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  40. AI/ML-Enabled Smart Home Sensor Product Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  41. AI/ML-Enabled Smart Home Voice Control Device Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  42. AI/ML-Enabled Other Smart Home Product Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  43. AI/ML-Enabled Smart Clothes Dryer Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  44. AI/ML-Enabled Smart Dishwasher Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  45. AI/ML-Enabled Smart Refrigerator and Freezer Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  46. AI/ML-Enabled Smart Washing Machine Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  47. Total Robots by Type, World Markets, Forecast: 2016 to 2022
  48. Active Cloud AI/ML-Enabled Robots by Type, World Markets, Forecast: 2016 to 2022
  49. Active On-Device AI/ML-Enabled Robots by Type, World Markets, Forecast: 2016 to 2022
  50. Active Hybrid AI/ML-Enabled Robots by Type, World Markets, Forecast: 2016 to 2022
  51. AI/ML-Enabled Industrial Robot Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  52. AI/ML-Enabled Collaborative Robot Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  53. AI/ML-Enabled Commercial Robot Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  54. AI/ML-Enabled Home & Lawn Care Consumer Robot Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  55. AI/ML-Enabled Consumer Robotic Toy Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  56. Other AI/ML-Enabled Consumer Robot Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  57. Total Industrial Automation Products by Type, World Markets, Forecast: 2016 to 2022
  58. Active Cloud AI/ML-Enabled Industrial Automation Products by Type, World Markets, Forecast: 2016 to 2022
  59. Active On-Device AI/ML-Enabled Industrial Automation Products by Type, World Markets, Forecast: 2016 to 2022
  60. Active Hybrid AI/ML-Enabled Industrial Automation Products by Type, World Markets, Forecast: 2016 to 2022
  61. AI/ML-Enabled Industrial Automation Controller Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  62. AI/ML-Enabled Industrial Automation Field Device Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  63. Total sUAS Products by Type, World Markets, Forecast: 2016 to 2022
  64. Active Cloud AI/ML-Enabled sUAS Products by Type, World Markets, Forecast: 2016 to 2022
  65. Active On-Device AI/ML-Enabled sUAS Products by Type, World Markets, Forecast: 2016 to 2022
  66. Active Hybrid AI/ML-Enabled sUAS Products by Type, World Markets, Forecast: 2016 to 2022
  67. AI/ML-Enabled Military/Civil sUAS Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  68. AI/ML-Enabled Commercial sUAS Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  69. AI/ML-Enabled Prosumer sUAS Shipments and Installed Base, World Markets, Forecast: 2016 to 2022
  70. AI/ML-Enabled Consumer/Hobbyist sUAS Shipments and Installed Base, World Markets, Forecast: 2016 to 2022