세계의 TinyML 시장(2025-2029년)

The tinyml market is forecasted to grow by USD 5,665.9 mn during 2024-2029, accelerating at a CAGR of 34% during the forecast period. The report on the tinyml market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of iot and imperative for edge intelligence, maturation of enabling hardware and software ecosystems, and increasing primacy of data privacy, security, and low latency.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's tinyml market is segmented as below:

By Component

• Solutions
• Services

By Application

• Process optimization
• Health monitoring
• Smart agriculture
• Enviornmental monitoring
• Autonomous vehicles

By End-user

• Healthcare
• Manufacturing
• Consumer electronics
• Agriculture
• Others

By Geographical Landscape

• North America
• APAC
• Europe
• South America
• Middle East and Africa

This study identifies the emergence of vision and advanced sensor fusion as key applications as one of the prime reasons driving the tinyml market growth during the next few years. Also, rise of automated and no code tinyml platforms and strategic shift towards on device learning and personalization will lead to sizable demand in the market.

The report on the tinyml market covers the following areas:

• TinyML Market sizing
• TinyML Market forecast
• TinyML Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading tinyml market vendors that include Amazon Web Services Inc., Arm Ltd., Databricks Inc., Edgeimpulse, Inc., Google LLC, Imagimob AB, InData Labs, International Business Machines Corp., KLIKA TECH, INC., Lattice Semiconductor Corp., Meta Platforms Inc., Microsoft Corp., MobiDev, NXP Semiconductors NV, Renesas Electronics Corp., ScienceSoft USA Corp., Sony Semiconductor Solutions Corporation, STMicroelectronics NV, and Syntiant Corp.. Also, the tinyml market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Component
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
  • Overview on criticality of inputs and factors of differentiation
• 2.3 Factors of disruption
  • Overview on factors of disruption
• 2.4 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

• 3.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 3.2 Market characteristics
  • Market characteristics analysis
• 3.3 Value chain analysis
  • Value chain analysis

4 Market Sizing

• 4.1 Market definition
  • Offerings of companies included in the market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029
  • Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

• 5.1 Global TinyML Market 2019 - 2023
  • Historic Market Size - Data Table on Global TinyML Market 2019 - 2023 ($ million)
• 5.2 Component segment analysis 2019 - 2023
  • Historic Market Size - Component Segment 2019 - 2023 ($ million)
• 5.3 Application segment analysis 2019 - 2023
  • Historic Market Size - Application Segment 2019 - 2023 ($ million)
• 5.4 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Component

• 7.1 Market segments
  • Chart on Component - Market share 2024-2029 (%)
  • Data Table on Component - Market share 2024-2029 (%)
• 7.2 Comparison by Component
  • Chart on Comparison by Component
  • Data Table on Comparison by Component
• 7.3 Solutions - Market size and forecast 2024-2029
  • Chart on Solutions - Market size and forecast 2024-2029 ($ million)
  • Data Table on Solutions - Market size and forecast 2024-2029 ($ million)
  • Chart on Solutions - Year-over-year growth 2024-2029 (%)
  • Data Table on Solutions - Year-over-year growth 2024-2029 (%)
• 7.4 Services - Market size and forecast 2024-2029
  • Chart on Services - Market size and forecast 2024-2029 ($ million)
  • Data Table on Services - Market size and forecast 2024-2029 ($ million)
  • Chart on Services - Year-over-year growth 2024-2029 (%)
  • Data Table on Services - Year-over-year growth 2024-2029 (%)
• 7.5 Market opportunity by Component
  • Market opportunity by Component ($ million)
  • Data Table on Market opportunity by Component ($ million)

8 Market Segmentation by Application

• 8.1 Market segments
  • Chart on Application - Market share 2024-2029 (%)
  • Data Table on Application - Market share 2024-2029 (%)
• 8.2 Comparison by Application
  • Chart on Comparison by Application
  • Data Table on Comparison by Application
• 8.3 Process optimization - Market size and forecast 2024-2029
  • Chart on Process optimization - Market size and forecast 2024-2029 ($ million)
  • Data Table on Process optimization - Market size and forecast 2024-2029 ($ million)
  • Chart on Process optimization - Year-over-year growth 2024-2029 (%)
  • Data Table on Process optimization - Year-over-year growth 2024-2029 (%)
• 8.4 Health monitoring - Market size and forecast 2024-2029
  • Chart on Health monitoring - Market size and forecast 2024-2029 ($ million)
  • Data Table on Health monitoring - Market size and forecast 2024-2029 ($ million)
  • Chart on Health monitoring - Year-over-year growth 2024-2029 (%)
  • Data Table on Health monitoring - Year-over-year growth 2024-2029 (%)
• 8.5 Smart agriculture - Market size and forecast 2024-2029
  • Chart on Smart agriculture - Market size and forecast 2024-2029 ($ million)
  • Data Table on Smart agriculture - Market size and forecast 2024-2029 ($ million)
  • Chart on Smart agriculture - Year-over-year growth 2024-2029 (%)
  • Data Table on Smart agriculture - Year-over-year growth 2024-2029 (%)
• 8.6 Enviornmental monitoring - Market size and forecast 2024-2029
  • Chart on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
  • Data Table on Enviornmental monitoring - Market size and forecast 2024-2029 ($ million)
  • Chart on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
  • Data Table on Enviornmental monitoring - Year-over-year growth 2024-2029 (%)
• 8.7 Autonomous vehicles - Market size and forecast 2024-2029
  • Chart on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
  • Data Table on Autonomous vehicles - Market size and forecast 2024-2029 ($ million)
  • Chart on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
  • Data Table on Autonomous vehicles - Year-over-year growth 2024-2029 (%)
• 8.8 Market opportunity by Application
  • Market opportunity by Application ($ million)
  • Data Table on Market opportunity by Application ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
  • Chart on End-user - Market share 2024-2029 (%)
  • Data Table on End-user - Market share 2024-2029 (%)
• 9.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 9.3 Healthcare - Market size and forecast 2024-2029
  • Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
  • Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
  • Chart on Healthcare - Year-over-year growth 2024-2029 (%)
  • Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
• 9.4 Manufacturing - Market size and forecast 2024-2029
  • Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
  • Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
  • Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
  • Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
• 9.5 Consumer electronics - Market size and forecast 2024-2029
  • Chart on Consumer electronics - Market size and forecast 2024-2029 ($ million)
  • Data Table on Consumer electronics - Market size and forecast 2024-2029 ($ million)
  • Chart on Consumer electronics - Year-over-year growth 2024-2029 (%)
  • Data Table on Consumer electronics - Year-over-year growth 2024-2029 (%)
• 9.6 Agriculture - Market size and forecast 2024-2029
  • Chart on Agriculture - Market size and forecast 2024-2029 ($ million)
  • Data Table on Agriculture - Market size and forecast 2024-2029 ($ million)
  • Chart on Agriculture - Year-over-year growth 2024-2029 (%)
  • Data Table on Agriculture - Year-over-year growth 2024-2029 (%)
• 9.7 Others - Market size and forecast 2024-2029
  • Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Chart on Others - Year-over-year growth 2024-2029 (%)
  • Data Table on Others - Year-over-year growth 2024-2029 (%)
• 9.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Chart on North America - Year-over-year growth 2024-2029 (%)
  • Data Table on North America - Year-over-year growth 2024-2029 (%)
• 11.4 APAC - Market size and forecast 2024-2029
  • Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Data Table on APAC - Year-over-year growth 2024-2029 (%)
• 11.5 Europe - Market size and forecast 2024-2029
  • Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Data Table on Europe - Year-over-year growth 2024-2029 (%)
• 11.6 South America - Market size and forecast 2024-2029
  • Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Chart on South America - Year-over-year growth 2024-2029 (%)
  • Data Table on South America - Year-over-year growth 2024-2029 (%)
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• 11.8 US - Market size and forecast 2024-2029
  • Chart on US - Market size and forecast 2024-2029 ($ million)
  • Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Chart on US - Year-over-year growth 2024-2029 (%)
  • Data Table on US - Year-over-year growth 2024-2029 (%)
• 11.9 China - Market size and forecast 2024-2029
  • Chart on China - Market size and forecast 2024-2029 ($ million)
  • Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Chart on China - Year-over-year growth 2024-2029 (%)
  • Data Table on China - Year-over-year growth 2024-2029 (%)
• 11.10 Germany - Market size and forecast 2024-2029
  • Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Data Table on Germany - Year-over-year growth 2024-2029 (%)
• 11.11 UK - Market size and forecast 2024-2029
  • Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Chart on UK - Year-over-year growth 2024-2029 (%)
  • Data Table on UK - Year-over-year growth 2024-2029 (%)
• 11.12 Canada - Market size and forecast 2024-2029
  • Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Data Table on Canada - Year-over-year growth 2024-2029 (%)
• 11.13 Japan - Market size and forecast 2024-2029
  • Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Data Table on Japan - Year-over-year growth 2024-2029 (%)
• 11.14 India - Market size and forecast 2024-2029
  • Chart on India - Market size and forecast 2024-2029 ($ million)
  • Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Chart on India - Year-over-year growth 2024-2029 (%)
  • Data Table on India - Year-over-year growth 2024-2029 (%)
• 11.15 France - Market size and forecast 2024-2029
  • Chart on France - Market size and forecast 2024-2029 ($ million)
  • Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Chart on France - Year-over-year growth 2024-2029 (%)
  • Data Table on France - Year-over-year growth 2024-2029 (%)
• 11.16 Brazil - Market size and forecast 2024-2029
  • Chart on Brazil - Market size and forecast 2024-2029 ($ million)
  • Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
  • Chart on Brazil - Year-over-year growth 2024-2029 (%)
  • Data Table on Brazil - Year-over-year growth 2024-2029 (%)
• 11.17 South Korea - Market size and forecast 2024-2029
  • Chart on South Korea - Market size and forecast 2024-2029 ($ million)
  • Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
  • Chart on South Korea - Year-over-year growth 2024-2029 (%)
  • Data Table on South Korea - Year-over-year growth 2024-2029 (%)
• 11.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers
• 12.2 Market challenges
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Amazon Web Services Inc.
  • Amazon Web Services Inc. - Overview
  • Amazon Web Services Inc. - Product / Service
  • Amazon Web Services Inc. - Key news
  • Amazon Web Services Inc. - Key offerings
  • SWOT
• 14.5 Arm Ltd.
  • Arm Ltd. - Overview
  • Arm Ltd. - Product / Service
  • Arm Ltd. - Key offerings
  • SWOT
• 14.6 Edgeimpulse, Inc.
  • Edgeimpulse, Inc. - Overview
  • Edgeimpulse, Inc. - Product / Service
  • Edgeimpulse, Inc. - Key offerings
  • SWOT
• 14.7 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 14.8 Imagimob AB
  • Imagimob AB - Overview
  • Imagimob AB - Product / Service
  • Imagimob AB - Key offerings
  • SWOT
• 14.9 InData Labs
  • InData Labs - Overview
  • InData Labs - Product / Service
  • InData Labs - Key offerings
  • SWOT
• 14.10 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
  • SWOT
• 14.11 Lattice Semiconductor Corp.
  • Lattice Semiconductor Corp. - Overview
  • Lattice Semiconductor Corp. - Product / Service
  • Lattice Semiconductor Corp. - Key offerings
  • SWOT
• 14.12 Meta Platforms Inc.
  • Meta Platforms Inc. - Overview
  • Meta Platforms Inc. - Business segments
  • Meta Platforms Inc. - Key offerings
  • Meta Platforms Inc. - Segment focus
  • SWOT
• 14.13 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 14.14 NXP Semiconductors NV
  • NXP Semiconductors NV - Overview
  • NXP Semiconductors NV - Product / Service
  • NXP Semiconductors NV - Key offerings
  • SWOT
• 14.15 Renesas Electronics Corp.
  • Renesas Electronics Corp. - Overview
  • Renesas Electronics Corp. - Business segments
  • Renesas Electronics Corp. - Key news
  • Renesas Electronics Corp. - Key offerings
  • Renesas Electronics Corp. - Segment focus
  • SWOT
• 14.16 Sony Semiconductor Solutions Corporation
  • Sony Semiconductor Solutions Corporation - Overview
  • Sony Semiconductor Solutions Corporation - Product / Service
  • Sony Semiconductor Solutions Corporation - Key offerings
  • SWOT
• 14.17 STMicroelectronics NV
  • STMicroelectronics NV - Overview
  • STMicroelectronics NV - Business segments
  • STMicroelectronics NV - Key news
  • STMicroelectronics NV - Key offerings
  • STMicroelectronics NV - Segment focus
  • SWOT
• 14.18 Syntiant Corp.
  • Syntiant Corp. - Overview
  • Syntiant Corp. - Product / Service
  • Syntiant Corp. - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations