AI
governance is based on the concept that a legislative framework should be in
place to make sure the appropriate research and development of machine learning
(ML) technologies to assist humankind to direct legally through artificial
intelligence systems. In addressing issues concerning the right to be informed
and potential violations, AI governance objects to close the gap present in
technological developments amidst accountability and ethics. Increasing
adoption of artificial intelligence (AI) in several sectors such as economics,
transportation, business, healthcare, education, and public safety, the prominence
of AI governance is growing rapidly. With the rising benefits of AI,
organizations and governments across the world are taking various initiatives
to adopt artificial intelligence and machine learning technologies. Thus, the
government organizations from several countries are taking serious steps to deploy
AI governance by establishing councils, initiating new standards and guidelines
and designing frameworks. Few examples considering government initiatives to propel
AI are, recently India adopted the world’s largest WhatsApp Chabot “MyGov
Corona Helpdesk”, a 24 hours helpdesk developed by Haptik which is handling
millions of various queries in both English and Hindi languages. AI technology
has changed the present era with its machine learning and thinking abilities.
That has made a positive impact on society through various functions. On the
other hand, initiation of comprehensive ethical principles for AI and the
dearth of technically skilled people in emerging economies may constrain the
growth of the AI governance market globally.
Moreover,
the reduction in gender inequality and differentiation by using AI is projected
to generate lucrative opportunities in the AI governance market worldwide. In
addition, the increasing government initiatives to leverage the advantages of
AI technology minimize the gap between ethics and accountability, and up
gradation of data warehouse structure are the various major applications
contributing to the growth of the AI Governance Market. Proactive customer
experience by automating backend process to minimize human error, with the help
of AI, is projected to accelerate the growth of AI in the BFSI market. Furthermore,
the chatbots and Robo-Advisors for financial products and smart wallets are few
other factors which boost the market growth.
The
global AI Governance Market is segregated on the basis of Component as Solutions,
Platform, Software Tools, Services, Training, Consulting and Integration. Based
on Deployment Mode the global AI Governance Market is segmented in Cloud and On-premise.
Based on Enterprise Size the global AI Governance Market is segmented in Small
& Medium Scale Enterprise and Large Scale Enterprise. Based on Industry
Vertical the global AI Governance Market is segmented in BFSI, Healthcare,
Travel & Hospitality, Government, Automotive, IT & Telecommunication, Retail
&e-commerce, Media & Entertainment and Others.
The
global AI Governance Market report provides geographic analysis covering
regions, such as Europe, North America, Asia Pacific, and Rest of The World.
The AI Governance Market for each region is further segmented for major
countries including the U.S., Canada, Germany, the U.K., France, Italy, China,
India, Japan, Brazil, South Africa, and others.
Competitive Analysis
Alphabet
Inc., Microsoft Corporation, IBM Corporation, SAP SE, Salesforce.com, Inc. and
others are among the major players in the global AI Governance Market. The
companies studied in terms of product strategy and various n several growth and
expansion strategies to gain a competitive edge in the market. The major
players not only follow value chain integration with business operations in
multiple stages of the value chain.
- In
December 2020, AWS declared nine new Amazon SageMaker capabilities. The new
capabilities are a purpose-built repository for prepared data, quicker data
preparation, workflow automation, and higher transparency into training data to
reduce bias and explain estimations, distributed training capabilities to train
huge models up to two times quicker and model monitoring on edge devices.
- In
October 2020, H2O.ai brought AutoML with Driverless AI to Equifax Ignite. The
platform would allow Equifax Ignite users to effortlessly build and adopt ML
models.
- In June
2020, the IBM updated AI Fairness 360 (AIF360) toolkit and included two
functionalities in AI Fairness 360 toolkit: similar to sci-kit-learn and R.
AIF360 can be used to identify fairness problems at training time from Watson
Studio and use Watson OpenScale to identify fairness at runtime.
- In March
2019, Zest AI introduced the ZAML Fair AI tool to mitigate bias from the ML
algorithm, by applying it to current models.
The global AI Governance Market has been segmented
as below:
AI
Governance Market, By Component
- Solutions
- Platform
- Software Tools
- Services
- Training
- consulting
- Integration
AI
Governance Market, By Deployment Mode
AI
Governance Market, By Enterprise Size
- Small & Medium Scale Enterprise
- Large Scale Enterprise
AI
Governance Market, By Industry Vertical
- BFSI
- Healthcare
- Travel & Hospitality
- Government
- Automotive
- IT & Telecommunication
- Retail &e-commerce
- Media & Entertainment
- Others
AI
Governance Market, By Region
- Europe
- North America
- Asia Pacific
- Rest of The World
AI Governance
Market, By Company
- Alphabet Inc.
- Microsoft Corporation
- IBM Corporation
- SAP SE
- Salesforce.com, Inc.
- Amazon Web Services, Inc.
- QlikTech International AB
- TIBCO Software Inc.
- SAS Institute Inc.
- Facebook, Inc.
- FICO
- Zest AI
- Pymetrics Inc.
- H2O.ai, Inc.
- Informatica LLC.
- Ataccama Corporation
- DataRobot, Inc.
- Dataiku
The
report covers the below scope:
- Global AI Governance Market sizes
from 2020 to 2026, along with CAGR for 2020-2026
- Market size comparison for 2019 vs
2026, with actual data for 2019, estimates for 2019 and forecast from 2020 to
2026
- Global AI Governance Market trends,
covering comprehensive range of consumer trends & manufacturer trends
- Value chain analysis covering
participants from raw material suppliers to the downstream buyer in the global AI
Governance Market
- Major market opportunities and
challenges in forecast timeframe to be focused
- Competitive landscape with analysis
on competition pattern, portfolio comparisons, development trends and strategic
management
- Comprehensive company profiles of
the key industry players
The
years considered for the study are as follows:
- Base year - 2019
- Estimated year - 2019
- Projected year - 2020
- Forecast period - 2021 to 2026
Report
Scope:
The global AI Governance Market report scope
includes detailed study covering underlying factors influencing the industry
trends. The report covers analysis on regional and country level market
dynamics. The scope also covers competitive overview providing company market
shares along with company profiles for major revenue contributing companies.
The report scope includes detailed competitive outlook covering market shares
and profiles key participants in the global AI Governance Market share. Major
industry players with significant revenue share include Alphabet
Inc., Microsoft Corporation, IBM Corporation, SAP SE, Salesforce.com, Inc. and others.
Why to
Buy this Report:
- Gain detailed insights on the AI Governance
industry trends
- Find complete analysis on the
market status
- Identify the AI Governance Market
opportunities and growth segments
- Analyse competitive dynamics by
evaluating business segments & product portfolios
- Facilitate strategy planning and
industry dynamics to enhance decision making
Target
Audience:
- The report targeted towards the existing players in
the industry is as follows:
- Market Manufacturers/Service
Providers
- Market Wholesale/Traders
- Investment and Financial
Institutions
Free
and Paid Customization based on the requirement