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【年間サービス】人工知能と機械学習

AI & Machine Learning Research Service

 

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ABI Research
ABIリサーチ
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*2019年7月更新。

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ABI Research’s AI and Machine Learning (ML) market intelligence service assesses the market opportunity created by AI related technology, while at the same time providing thought leadership for the industry.

ABIリサーチの年間サービスは、調査レポート、データ、ABIインサイツ、アナリストへの質問時間などの組合せによって提供する年間契約の情報サービスです。
詳細は、株式会社データリソース(電話:03-3582-2531、Eメール:office@dri.co.jp)までお問い合わせくださいませ。

 


「人工知能と機械学習」の調査レポートはこちらをご参照ください。

 


AI & Machine Learning Coverage

Our extensive coverage of these areas includes data, trends, forecast, benchmark and analysis reports, that asses the key technical and business factors that are essential for shaping AI and ML market activity and business models — including ML as a service, technology and platform as a service, software licensing, edge AI hardware and applications. We provide technology implementers with visionary and authoritative insight into the various AI and ML applications and use cases they should leverage to best streamline industrial and business processes as AI technology becomes accessible.

Our approach to market coverage is use-case centric as it looks at technology implementation for each use case studied. Aside from verticals that have existing AI implementation, such as consumer electronics and robotics, we also track AI and ML deployment in retail, manufacturing, energy, automotive, public safety and telecommunications. Special attention is dedicated to AI edge solutions.

Coverage areas include:

  •     Machine learning
  •     Artificial intelligence
  •     Augmented Intelligence
  •     Deep Learning
  •     Data analytics
  •     Predictive analytics
  •     Prescriptive analytics
  •     Algorithms and hardware technologies segmentation
  •     Analysis of AI Tools and SDKs
  •     AI and ML hot technology innovators
  •     Edge AI and ML
  •     Market segmentation and taxonomy of AI and ML use cases and applications
  •     Different implementation approaches of AI and ML
  •     AI and ML business models
  •     AI and ML use cases in the telecoms industry
  •     In-building systems including DAS (Distributed Antenna Systems)
  •     RF power semiconductors for pulsed applications
  •     Detailed spectrum analysis for 5G networks, sub-6G to mmWave, including regional disparities
  •     AI and ML use cases in the manufacturing industry
  •     AI and ML use cases in the consumer market
  •     AI and ML use cases in the IoT market
  •     The role of open source in shaping new applications and business models
  •     Emerging trends in speech and image recognition, machine vision, natural language processing, touch/haptics, Generative and Creative Adversarial Networks, automated reasoning and security applications
  •     Analysis of edge AI versus cloud AI

 
Answers To Today's Critical AI & Machine Learning Questions

We help technology suppliers and implementers answer the most pressing questions about AI & Machine Learning, including:

    Technology Suppliers:

  •     How are the different ML hardware and algorithms are mapped against requirements of the different use cases addressed?
  •     What are the key verticals that will drive AI and ML applications?
  •     Should I create my own AI frameworks and solutions or should I adopt existing open frameworks?
  •     Who are competitors I should watch and who are those I should partner with?
  •     What emerging verticals should my organization target?
  •     How big is the revenue opportunity?
  •     What major challenges will the industry face when managing a myriad of data generated by billions of connected devices?
  •     Who are the companies and organizations my company should partner with to create adequate solutions for the verticals are targeting?
  •     Where does my company fit in the AI/ML competitive landscape?
  •     How can my organization productize open source code?
  •     How can we stream value from it?
  •     What are the most successful open-source communities and frameworks for my company to rely on?
  •     Do I have any benefit from contributing and using open source and what are the risks?
  •     What are the most invested in AI R&D projects and frameworks?
  •     What impact will the move from cloud-based to edge based have on the market dynamics and supplier positioning?

    Implementers & End Users:

  •     How can I implement AI in my current business activities?
  •     How will AI create new market opportunities in my sector?
  •     What is the realistic time to maturity of different AI components?
  •     What is the best approach for integrating AI into my company’s ecosystem?
  •     What criteria should I consider when choosing an AI partner?
  •     What advanced analytics techniques should my company consider adopting?
  •     What are the main types of algorithms used in ML today and how this is going to evolve in the future?
  •     How can my company utilize AI to simplify our business and operation processes?
  •     What is the difference between predictive and prescriptive analytics, and what is the best course of action for my company to take to effectively keep tabs on all our generated data?
  •     What can my company discern from our generated data through advanced analytics?
  •     Are there any security concerns my company should be made aware of when relying on advanced analytics?
  •     How can my company protect our data and our customers’ data? • What is the value of edge computing versus cloud computing?
  •     Should I be using an open-source AI framework to develop models, and which one would suit my needs?

 

Research Deliverables

We cover the technologies, trends, and markets from every angle, and we deliver our qualitative and quantitative intelligence in multiple formats.

Competitive Assessment

Competitive Assessment reports offer comprehensive analysis of implementation strategies and innovation, coupled with market share analysis, to offer unparalleled insight into a company’s performance and standing in comparison to its competitors.

These lengthy reports, which often include easily absorbed charts and tables, may cover a dozen or more companies. These reports provide a detailed explanation of the rankings, including an Executive Summary, the Vendor Matrix Results that clearly indicate the Market Leaders, Followers, the Laggards and “the why” in a Summary. Additional content may include Innovation Criteria, Implementation Metrics, and Market Shares.

Examples of Competitive Assessment reports include:

  • OEM Smart Mobility Initiatives
  • Blockchain-as-a-Service
  • Smart Manufacturing Platforms
  • Global Ridesharing Vendors
  • Smart City Ranking
  • Fingerprint Sensor Vendors
  • Commercial Telematics
  • Voice Control Smart Home Platforms
  • Augmented Reality Platforms
  • GNSS IC Vendors
  • Smart Street Lighting Platforms
  • Small Cell Vendors
  • Connected Automotive: Tier One Suppliers

Market Data

Market Data spreadsheets are composed of deep data, market share analysis, and highly segmented, service-specific forecasts to provide detailed insight where opportunities lie.

Containing easily absorbed bar graphs and tables, which are also readable via online, some of the Market Data spreadsheets may contain 100-plus charts spanning data, such as for an Installed Base by Region, Shipments by Device Type, Connections by Vertical Market, World Markets Forecast, as well as Forecasts by Regions, including: United States, Canada, Latin America, Western Europe, Eastern Europe, China, Asia-Pacific, Middle East & Africa.

Examples of Market Data spreadsheets include:

  • Smart Cities
  • ADAS and Automation
  • Outdoor/Wide Area Location Technologies
  • Augmented and Mixed Reality Company Tracker
  • Virtual Reality Company Tracker
  • Wearable Device Market Share and Forecasts
  • 360 Video & Virtual Reality Devices and Services
  • 5G Network Slicing and Industry Verticals
  • Utilities and Smart Grids.

Technology Analysis

Based on extensive primary interviews, Technology Analysis reports present in-depth analysis on key market trends and factors for a specific technology.

The Technology Analysis reports are either offered as detailed, lengthy reports, which include tables, bar graphs, and diagrams, or in a brief slide PowerPoint format, especially for a technology Annual Update. The contents of the Technology Analysis Reports often include an Executive Summary, Suppliers and Ecosystem Participants, New Concepts, Revenue Forecasts, Key Recommendations, Future Opportunities for a specific time period, Key Investments and Funding, Summary, Conclusions, and Related Research.

Examples of Technology Analysis reports include:

  •     VR Market Update: Current State and Future of Virtual Reality
  •     TVaaS Market Update 2018
  •     Smart Urban Spaces
  •     Robotic Exoskeletons Annual Update
  •     Mobile Networks Bi-Annual Update
  •     Industrial Robots Market Update
  •     Digital Security Semi-Annual Update
  •     E-Commerce Customer Analytics: Technologies, Trends, and Revenue
  •     The Evolution of Smart IoT Gateways
  •     Blockchain in the Supply Chain: Reducing Friction for Faster and More Efficient Logistics
  •     Augmented Reality Smart Glasses and Hardware Update

Hot Tech Innovators

Hot Tech Innovators reports focus on companies at the forefront of transformational innovation, particularly those that are younger and less well-known than the incumbents, at the technological forefront of their markets, developing new business models, destabilizing the current market and prime acquisition targets.

Depicted as a high-level overview in a PowerPoint format that often include tables and photographs of the vendors’ products, Hot Tech Innovators reports covers at least a half-of-dozen companies and provides an Introduction and Summary, Company Background, Innovation Outline for each vendor, Impact Assessment, Threats as well as State of the Market and Market Issues.

Recent examples of Hot Tech Innovators reports include:

  • In-Building Wireless
  • Automotive Electrification
  • Commercial Vehicle Electrification
  • Virtual Reality
  • Location Technologies
  • Smart Retail
  • Smart City
  • Robotics
  • Wearables
  • Telco Cloud
  • Mobile Network

Market Update

Depicted in a PowerPoint format, the Market Update provides a snapshot into current and future market opportunities and threats for a specific technology as well as focusing on a selected key market and associated trends.

The Market Update PowerPoints often feature easily absorbed pie charts and bar graphs and highlight Main Trends, Market Developments, Key Applications, Revenue Breakdowns By Country and Industry, Key Competitor Activity, Investment Announcements, Disruptive Threats, Conclusions, Strategic Guidance in both Offensive and Defensive measures, and Related Research.

Examples of Market Update PowerPoints include

  • Intelligent Transportation & eFreight
  • Smart Cities and Spaces Quarterly Update 4Q 2018
  • Smart Manufacturing
  • Smart Retail Quarterly Update 3Q 2018
  • Biometrics Technologies
  • Automotive

Transformative Horizon

Transformative Horizon PowerPoints are aimed at providing timely, deep, actionable insight in the looming transformative innovations that will impact the markets which matter most by focusing on a new company entrance or product launch, a significant company merger, a new business model or a new strategic direction for an incumbent.

Often including pie charts, tables and photographs of the vendors’ products, the Transformative Horizon PowerPoints highlight the Innovation Importance, Market Forecasts, Market Challenges, Innovation Horizon (with some providing a 10-year outlook), the Companies at Risk and those with Opportunity, Potential Innovation Killers as well as Recommendations.

Examples of Transformative Horizon PowerPoints include:

  • Indoor Wireless Networks
  • Biometric Surveillance
  • Smart Manufacturing
  • Biometrics in Automotive
  • Bluetooth Opportunities and Challenges for the Next Decade
  • Enterprise Wearables Bi-Annual Review
  • Augmented Reality in Warehousing Logistics
  • 4.5G and 5G Smartphones: The RF Challenge

Application Analysis

Based on extensive primary interviews, Application Analysis reports present in-depth analysis on key market trends and factors for a specific application, which could focus on an individual market or geography.

These detailed and lengthy reports, which include tables, bar graphs, diagrams and actual photographs of the application in use, are often composed of an Executive Summary, Impacts of the Application, such as Key Benefits, Deployment and Business Models, Market Opportunities, Market Trends (both Drivers and Inhibitors), Market Forecasts (including Revenue), Commercial Use Cases, Key Vendor Profiles, List of Definitions/Acronyms as well as Key Recommendations and Related Research.

Examples of Application Analysis reports include:

  • 5G in China
  • 5G Use Cases in sUAS (Small Unmanned Aerial System)
  • Connected Enterprise Video Surveillance Solutions
  • Virtual CPE and Edge Computing in Digital Homes
  • Artificial Intelligence and Machine Learning Use Cases in Telecoms
  • Smart Manufacturing in Automotive
  • Mobile Robotics and Autonomous Material Handling for Logistics and Warehousing
  • Data Analytics for Digital Security
  • Cybersecurity in Smart Utilities
  • Artificial Intelligence Platforms for Telecom Networks.

ABI Insight

In a one- to two-page executive summary, ABI Insights are driven mostly by recent, noteworthy news events — including M&As, proposed and recently enacted regulations, product launches and market updates —and often highlight ABI Research’s important technology forecasts.

Published daily on the ABI Research website and covering all Research Services and Solutions, Executive Insights go well beyond the reporting. They give you the context of an important event by often highlighting financial statistics, including revenues. Executive Insights will answer these management-level questions:

  • Why does this really matter?
  • How will this impact your industry?
  • What does it mean for your company and perhaps even your role?

The end result of the Executive Insights will help senior management advance their thinking by seeing a bigger picture and realize their — and their organization’s — next steps.



 

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