封面
市场调查报告书
商品编码
1182089

物联网微控制器全球市场研究与预测,按产品类型(8 位、16 位、32 位),按应用(工业自动化、智能家居、消费电子、智能可穿戴设备),区域分析,2022-2029 年

Global IoT Microcontroller Market Size study & Forecast, by Product type (8 bit, 16 Bit. 32 Bit) by Application (Industrial Automation, Smart Homes, Consumer Electronics, Smart Wearables) and Regional Analysis, 2022-2029

出版日期: | 出版商: Bizwit Research & Consulting LLP | 英文 | 商品交期: 2-3个工作天内

价格

2021 年全球物联网微控制器市场价值约为 46.9 亿美元,预计在 2022-2029 年预测期内将以超过 12.7% 的健康增长率增长。

微控制器是安装在微芯片中的小型独立计算机。 微控制器使我们能够连接和控制任何未连接到互联网的东西。 由于对物联网连接的需求不断增加以及终端用户行业的需求不断增加,物联网微控制器市场正在扩大。

例如,根据 Statista 的数据,物联网连接数量预计将从 2020 年底的 97 亿个增长到 2030 年底的 290 亿个。 然而,缺乏行业标准、隐私问题和数据安全性不足会阻碍市场增长。

物联网微控制器全球市场研究中考虑的主要区域是亚太地区、北美、欧洲、拉丁美洲和世界其他地区。 由于对智能可穿戴设备的需求增加,亚太地区在收入方面占据主导地位。 由于政府的积极举措,预计欧洲在预测期内将显着增长。

这项研究的目的是定义近年来各个细分市场和国家的市场规模,并预测未来几年的价值。 该报告旨在捕捉被调查国家工业的定性和定量方面的情况。

它还提供了关键方面的详细信息,例如决定市场未来增长的驱动因素和挑战。 此外,它还包含供利益相关者投资的微观市场潜在机会,以及对主要参与者的竞争格局和产品供应的深入分析。

内容

第 1 章执行摘要

  • 市场概况
  • 2019 年至 2029 年按细分市场估算和预测全球市场
    • 物联网微控制器市场,按地区划分,2019 年至 2029 年
    • IoT 微控制器市场,按产品类型划分,2019 年至 2029 年
    • IoT 微控制器市场:按应用分类,2019-2029 年
  • 主要趋势
  • 调查方法介绍
  • 调查先决条件

第 2 章物联网微控制器全球市场定义和范围

  • 调查的目的
  • 市场定义和范围
    • 调查范围
    • 工业发展
  • 调查年份
  • 货币兑换率

第 3 章物联网微控制器的全球市场动态

  • 物联网微控制器市场影响分析(2019-2029)
    • 市场驱动因素
      • 对物联网连接的需求不断增加
      • 最终用户行业的需求增加
    • 市场挑战
      • 缺乏行业标准
      • 隐私问题和缺乏数据安全
    • 市场机会
      • 微控制器市场的技术进步
      • 健身意识不断增强

第 4 章全球物联网微控制器市场行业分析

  • 波特 5 力模型
    • 供应商的议价能力
    • 买家的议价能力
    • 新进入者的威胁
    • 替代品的威胁
    • 竞争公司之间的敌对关係
  • 波特 5 力模型的未来方法 (2019-2029)
  • 害虫分析
    • 政治
    • 经济的
    • 社交
    • 技术
  • 投资招聘模式
  • 分析师的结论和建议
  • 顶级投资机会
  • 关键成功策略

第 5 章风险评估:COVID-19 的影响

  • 评估 COVID-19 对行业的总体影响
  • COVID-19 之前和 COVID-19 之后的市场情景

第 6 章全球物联网微控制器市场,按产品类型

  • 市场概况
  • 全球物联网微控制器市场:按产品类型进行性能潜力分析
  • 2019-2029 年按产品类型分列的世界物联网微控制器市场、估计和预测
  • IoT 微控制器市场,按细分市场分析
    • 8 位
    • 16 位
    • 32 位

第 7 章:全球物联网微控制器市场,按应用

  • 市场概况
  • 世界物联网微控制器市场,按应用分类的性能潜力分析
  • 2019-2029 年全球物联网微控制器市场,按应用估算和预测
  • IoT 微控制器市场,按细分市场分析
    • 工业自动化
    • 智能家居
    • 消费类电子产品
    • 智能可穿戴设备

第 8 章全球物联网微控制器市场:区域分析

  • IoT 微控制器市场,按地区划分的市场概况
  • 北美
    • 美国
      • 按产品类型估算和预测,2019 年至 2029 年
      • 按应用分类的估计和预测,2019-2029 年
    • 加拿大
  • 欧洲物联网微控制器市场概况
    • 英国
    • 德国
    • 法国
    • 西班牙
    • 意大利
    • 其他欧洲地区
  • 亚太地区物联网微控制器市场概况
    • 中国
    • 印度
    • 日本
    • 澳大利亚
    • 韩国
    • 其他亚太地区
  • 拉丁美洲物联网微控制器市场概况
    • 巴西
    • 墨西哥
  • 世界其他地区

第 9 章衝突信息

  • 顶级市场策略
  • 公司简介
    • Texas Instruments Incorporated
      • 主要信息
      • 概览
      • 财务信息(取决于数据可用性)
      • 产品概述
      • 近期趋势
    • Broadcom
    • Espressif Systems(Shanghai)Co., Ltd
    • Holtek Semiconductor Inc.
    • Infineon Technologies
    • Microchip Technology Inc.
    • Nuvoton Technology Corporation
    • NXP Semiconductors
    • Silicon Laboratories
    • STMicroelectronics

第 10 章研究过程

  • 研究过程
    • 数据挖掘
    • 分析
    • 市场评估
    • 验证
    • 出版
  • 调查属性
  • 调查先决条件

Global IoT Microcontroller Market is valued approximately USD 4.69 billion in 2021 and is anticipated to grow with a healthy growth rate of more than 12.7% over the forecast period 2022-2029. Microcontrollers are tiny, self-contained computers that are accommodated on a microchip. They enable connectivity and control in all the things that are not being able to get connected onto the internet. The IoT Microcontroller market is expanding because of increasing demand for IoT connections and rising demand from the end-user industries.

For instance: according to Statista, the number of IoT connections is expected to go to 29 billion units, by the year end 2030 from 9.7 billion units, by the year end 2020. However, lack of industry standards and privacy issues and lack of data security may halt market growth.

The key regions considered for the Global IoT Microcontroller Market study includes Asia Pacific, North America, Europe, Latin America, and Rest of the World. Asia Pacific dominated the space in terms of revenue, owing to increasing demand for smart wearables. Europe is expected to grow significantly during the forecast period, owing to favorable government initiatives.

Major market players included in this report are:

Texas Instruments Incorporated

Broadcom

Espressif Systems (Shanghai) Co., Ltd

Holtek Semiconductor Inc.

Infineon Technologies

Microchip Technology Inc.

Nuvoton Technology Corporation

NXP Semiconductors

Silicon Laboratories

STMicroelectronics

Recent Developments in the Market:

  • In May 2020, NXP Semiconductor and OKdo, one of Electrocomponents Group's business units, entered into partnership, to develop E1, a single board computer (SBC). The SBC, integrates the LPC55S69 Microcontroller from NXP and provides a high-performance, secure, low-cost platform for IoT applications and aids the company in growing its clientele.

Global IoT Microcontroller Market Report Scope:

Historical Data: 2019-2020-2021

Base Year for Estimation: 2021

Forecast period: 2022-2029

Report Coverage: Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends

Segments Covered: Product Type, Application and Region

Regional Scope: North America; Europe; Asia Pacific; Latin America; Rest of the World

Customization Scope: Free report customization (equivalent up to 8 analyst's working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.

The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Product Type:

8 Bit

16 Bit

32 Bit

By Application:

Industrial Automation

Smart Homes

Consumer Electronics

Smart Wearables

By Region:

North America

U.S.

Canada

Europe

UK

Germany

France

Spain

Italy

ROE

Asia Pacific

China

India

Japan

Australia

South Korea

RoAPAC

Latin America

Brazil

Mexico

Rest of the World

Table of Contents

Chapter 1. Executive Summary

  • 1.1. Market Snapshot
  • 1.2. Global & Segmental Market Estimates & Forecasts, 2019-2029 (USD Billion)
    • 1.2.1. IoT Microcontroller Market, by region, 2019-2029 (USD Billion)
    • 1.2.2. IoT Microcontroller Market, by Product Type, 2019-2029 (USD Billion)
    • 1.2.3. IoT Microcontroller Market, by Application, 2019-2029 (USD Billion)
  • 1.3. Key Trends
  • 1.4. Estimation Methodology
  • 1.5. Research Assumption

Chapter 2. Global IoT Microcontroller Market Definition and Scope

  • 2.1. Objective of the Study
  • 2.2. Market Definition & Scope
    • 2.2.1. Scope of the Study
    • 2.2.2. Industry Evolution
  • 2.3. Years Considered for the Study
  • 2.4. Currency Conversion Rates

Chapter 3. Global IoT Microcontroller Market Dynamics

  • 3.1. IoT Microcontroller Market Impact Analysis (2019-2029)
    • 3.1.1. Market Drivers
      • 3.1.1.1. Increasing demand for IoT connections
      • 3.1.1.2. Rising demand from the end-user industries
    • 3.1.2. Market Challenges
      • 3.1.2.1. Lack of industry standards
      • 3.1.2.2. Privacy issues and lack of data security
    • 3.1.3. Market Opportunities
      • 3.1.3.1. Technological advancements in the Microcontroller Market
      • 3.1.3.2. Growing awareness towards physical fitness

Chapter 4. Global IoT Microcontroller Market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
  • 4.2. Futuristic Approach to Porter's 5 Force Model (2019-2029)
  • 4.3. PEST Analysis
    • 4.3.1. Political
    • 4.3.2. Economical
    • 4.3.3. Social
    • 4.3.4. Technological
  • 4.4. Investment Adoption Model
  • 4.5. Analyst Recommendation & Conclusion
  • 4.6. Top investment opportunity
  • 4.7. Top winning strategies

Chapter 5. Risk Assessment: COVID-19 Impact

  • 5.1. Assessment of the overall impact of COVID-19 on the industry
  • 5.2. Pre COVID-19 and post COVID-19 Market scenario

Chapter 6. Global IoT Microcontroller Market, by Product Type

  • 6.1. Market Snapshot
  • 6.2. Global IoT Microcontroller Market by Product Type, Performance - Potential Analysis
  • 6.3. Global IoT Microcontroller Market Estimates & Forecasts by Product Type 2019-2029 (USD Billion)
  • 6.4. IoT Microcontroller Market, Sub Segment Analysis
    • 6.4.1. 8 Bit
    • 6.4.2. 16 Bit
    • 6.4.3. 32 Bit

Chapter 7. Global IoT Microcontroller Market, by Application

  • 7.1. Market Snapshot
  • 7.2. Global IoT Microcontroller Market by Application, Performance - Potential Analysis
  • 7.3. Global IoT Microcontroller Market Estimates & Forecasts by Application 2019-2029 (USD Billion)
  • 7.4. IoT Microcontroller Market, Sub Segment Analysis
    • 7.4.1. Industrial Automation
    • 7.4.2. Smart Homes
    • 7.4.3. Consumer Electronics
    • 7.4.4. Smart Wearables

Chapter 8. Global IoT Microcontroller Market, Regional Analysis

  • 8.1. IoT Microcontroller Market, Regional Market Snapshot
  • 8.2. North America IoT Microcontroller Market
    • 8.2.1. U.S. IoT Microcontroller Market
      • 8.2.1.1. Product Type breakdown estimates & forecasts, 2019-2029
      • 8.2.1.2. Application breakdown estimates & forecasts, 2019-2029
    • 8.2.2. Canada IoT Microcontroller Market
  • 8.3. Europe IoT Microcontroller Market Snapshot
    • 8.3.1. U.K. IoT Microcontroller Market
    • 8.3.2. Germany IoT Microcontroller Market
    • 8.3.3. France IoT Microcontroller Market
    • 8.3.4. Spain IoT Microcontroller Market
    • 8.3.5. Italy IoT Microcontroller Market
    • 8.3.6. Rest of Europe IoT Microcontroller Market
  • 8.4. Asia-Pacific IoT Microcontroller Market Snapshot
    • 8.4.1. China IoT Microcontroller Market
    • 8.4.2. India IoT Microcontroller Market
    • 8.4.3. Japan IoT Microcontroller Market
    • 8.4.4. Australia IoT Microcontroller Market
    • 8.4.5. South Korea IoT Microcontroller Market
    • 8.4.6. Rest of Asia Pacific IoT Microcontroller Market
  • 8.5. Latin America IoT Microcontroller Market Snapshot
    • 8.5.1. Brazil IoT Microcontroller Market
    • 8.5.2. Mexico IoT Microcontroller Market
  • 8.6. Rest of The World IoT Microcontroller Market

Chapter 9. Competitive Intelligence

  • 9.1. Top Market Strategies
  • 9.2. Company Profiles
    • 9.2.1. Texas Instruments Incorporated
      • 9.2.1.1. Key Information
      • 9.2.1.2. Overview
      • 9.2.1.3. Financial (Subject to Data Availability)
      • 9.2.1.4. Product Summary
      • 9.2.1.5. Recent Developments
    • 9.2.2. Broadcom
    • 9.2.3. Espressif Systems (Shanghai) Co., Ltd
    • 9.2.4. Holtek Semiconductor Inc.
    • 9.2.5. Infineon Technologies
    • 9.2.6. Microchip Technology Inc.
    • 9.2.7. Nuvoton Technology Corporation
    • 9.2.8. NXP Semiconductors
    • 9.2.9. Silicon Laboratories
    • 9.2.10. STMicroelectronics

Chapter 10. Research Process

  • 10.1. Research Process
    • 10.1.1. Data Mining
    • 10.1.2. Analysis
    • 10.1.3. Market Estimation
    • 10.1.4. Validation
    • 10.1.5. Publishing
  • 10.2. Research Attributes
  • 10.3. Research Assumption

LIST OF TABLES

  • TABLE 1. Global IoT Microcontroller Market, report scope
  • TABLE 2. Global IoT Microcontroller Market estimates & forecasts by region 2019-2029 (USD Billion)
  • TABLE 3. Global IoT Microcontroller Market estimates & forecasts by Product Type 2019-2029 (USD Billion)
  • TABLE 4. Global IoT Microcontroller Market estimates & forecasts by Application 2019-2029 (USD Billion)
  • TABLE 5. Global IoT Microcontroller Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 6. Global IoT Microcontroller Market by region, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 7. Global IoT Microcontroller Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 8. Global IoT Microcontroller Market by region, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 9. Global IoT Microcontroller Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 10. Global IoT Microcontroller Market by region, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 11. Global IoT Microcontroller Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 12. Global IoT Microcontroller Market by region, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 13. Global IoT Microcontroller Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 14. Global IoT Microcontroller Market by region, estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 15. U.S. IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 16. U.S. IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 17. U.S. IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 18. Canada IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 19. Canada IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 20. Canada IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 21. UK IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 22. UK IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 23. UK IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 24. Germany IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 25. Germany IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 26. Germany IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 27. France IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 28. France IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 29. France IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 30. Italy IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 31. Italy IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 32. Italy IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 33. Spain IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 34. Spain IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 35. Spain IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 36. RoE IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 37. RoE IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 38. RoE IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 39. China IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 40. China IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 41. China IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 42. India IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 43. India IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 44. India IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 45. Japan IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 46. Japan IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 47. Japan IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 48. South Korea IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 49. South Korea IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 50. South Korea IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 51. Australia IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 52. Australia IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 53. Australia IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 54. RoAPAC IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 55. RoAPAC IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 56. RoAPAC IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 57. Brazil IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 58. Brazil IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 59. Brazil IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 60. Mexico IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 61. Mexico IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 62. Mexico IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 63. RoLA IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 64. RoLA IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 65. RoLA IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 66. Row IoT Microcontroller Market estimates & forecasts, 2019-2029 (USD Billion)
  • TABLE 67. Row IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 68. Row IoT Microcontroller Market estimates & forecasts by segment 2019-2029 (USD Billion)
  • TABLE 69. List of secondary sources, used in the study of global IoT Microcontroller Market
  • TABLE 70. List of primary sources, used in the study of global IoT Microcontroller Market
  • TABLE 71. Years considered for the study
  • TABLE 72. Exchange rates considered

List of tables and figures and dummy in nature, final lists may vary in the final deliverable

LIST OF FIGURES

List of figures

  • FIG 1. Global IoT Microcontroller Market, research methodology
  • FIG 2. Global IoT Microcontroller Market, Market estimation techniques
  • FIG 3. Global Market size estimates & forecast methods
  • FIG 4. Global IoT Microcontroller Market, key trends 2021
  • FIG 5. Global IoT Microcontroller Market, growth prospects 2022-2029
  • FIG 6. Global IoT Microcontroller Market, porters 5 force model
  • FIG 7. Global IoT Microcontroller Market, pest analysis
  • FIG 8. Global IoT Microcontroller Market, value chain analysis
  • FIG 9. Global IoT Microcontroller Market by segment, 2019 & 2029 (USD Billion)
  • FIG 10. Global IoT Microcontroller Market by segment, 2019 & 2029 (USD Billion)
  • FIG 11. Global IoT Microcontroller Market by segment, 2019 & 2029 (USD Billion)
  • FIG 12. Global IoT Microcontroller Market by segment, 2019 & 2029 (USD Billion)
  • FIG 13. Global IoT Microcontroller Market by segment, 2019 & 2029 (USD Billion)
  • FIG 14. Global IoT Microcontroller Market, regional snapshot 2019 & 2029
  • FIG 15. North America IoT Microcontroller Market 2019 & 2029 (USD Billion)
  • FIG 16. Europe IoT Microcontroller Market 2019 & 2029 (USD Billion)
  • FIG 17. Asia pacific IoT Microcontroller Market 2019 & 2029 (USD Billion)
  • FIG 18. Latin America IoT Microcontroller Market 2019 & 2029 (USD Billion)
  • FIG 19. Global IoT Microcontroller Market, company Market share analysis (2021)

List of tables and figures and dummy in nature, final lists may vary in the final deliverable