AI in Banking and Finance Market By Offerings (Solutions, Services); By Organization Size (Small and Medium Enterprises, Large Enterprises); By Technology (Machine Learning, Computer Vision, Natural Language Processing, Others); By Application (Risk and Compliance Management, Customer Engagement and Lead Generation, Asset and Wealth Management, Fraud Prevention, Others); By Region (U.S., Canada, Mexico, Rest of North America, The UK, France, Germany, Italy, Spain, Nordic Countries (Denmark, Finland, Iceland, Sweden, Norway), Benelux Union (Belgium, the Netherlands, Luxembourg), Rest of Europe, China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia (Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia), Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa, Brazil, Argentina, Rest of Latin America) – Global Insights, Growth, Size, Comparative Analysis, Trends and Forecast, 2019 - 2027
Industry Trends
Emerging financial technology (Fintech) companies across the world are introducing advanced solutions befitting to the changing consumption behaviour of people and thus posing high competition for conventional banks and financial institutions. Owing to this banking and financial institutions across the globe are increasingly adopting digital solutions to transform their business activities and model for generating value in today’s technology driven world. Services offered by financial institutions are becoming more customer centric and adoption of latest technologies is further assisting them to cater the modern age tech-savvy customers. The growing preference for services such as mobile banking, e-banking and real-time money transfers amongst others has led to partnerships of banking and other financial institutions with solution providers. This evolution of banking and finance industry provides seamless banking experience to customers, which in turn is adding for the growth of AI in banking and finance market. Artificial Intelligence is one of the most prominent cutting-edge technology which has the potential to transform traditional banking sector with the cognitive intelligence capabilities. AI is a set of codes with an ability to impart smart analytical and decision making capabilities to machines. AI in many instances can streamline the banking activities and offer personalized experiences to customers by utilizing their existing data for creating predictive insights. These insights assist in delivery of customized services, offers and promotions thus increasing brand royalty among customers and generate incremental revenues. Owing to these benefits, banks around the globe are adopting AI solutions for delivering customized services. For instance, Royal Bank of Canada launched a new AI powered solution ‘NOMI Budgets’ in April 2019, available through their mobile banking app. This solution uses AI to analyse customer’s spending and recommends an appropriate budget with timely updates. On similar lines, Bank of Georgia launched an AI powered platform in November 2019 which has provided customers personal assistance in finance management by tracking spending-based activitiesand categorizing finances, income, and expenses. Thus increasing adoption of AI technology for delivering personalized customer experience has propelled the growth of global AI in banking and finance market.
Advacment in cloud technology is further aiding in the expansion ofof AI usage in banking and finance sector. Instead of a single technology, AI is a set of multiple technologies such as machine learning, deep learning and others which are interdependent on each other and are supplemented by advanced cloud computing and fast processing capabilities. Cloud enables AI to utilize large data sets generated in banking sector, to draw analytical patterns and produce decisive insights as well as facilitates scaling by providing data-intensive services. Integration and implementation of cloud computing has proven to be benficial to banks by giving AI solutions access to real time data of customers and thus enabling faster and fault-free operations. Owing to these benefits, many technology giants are combining cloud and AI for re-innovating their solutions. For instance, XenonStack offers a cloud based AI powered risk management solution for banking sector for constant vulnerability testing, fraud mitigation and product and service management. Thus advancements in cloud technology is propelling in the growth of global AI in banking and finance market.
The recent outbreak of COVID-19 has affected the world, disrupting economies. Government bodies have forced a total shutdown to contain the spread of coronavirus. In such a scenario, technology providers have introduced AI powered solutions to assists banking and finance institutes. For instance, in April 2020, Temenos launched eight AI driven solutions which are being delivered as software-as-a-Service (SaaS) models. These solutions such as Infinity Engage, AI – Urgent Relief Loan, AI – Personalisation, AI – SME Smart Decisioning and others are anticipated to assist financial institutions in COVID-19 crisis by digitalizing their series of processes. Thus, the introduction of AI based solutions dedicated to banking sector in the wake of coronavirus outbreak is anticipated to propel the growth of global AI in banking and finance market.
In terms of revenue, the global AI in banking and finance market was valued at US$ 14,159.7 Mn in 2018 and is expected to reach US$ 362,268.3 Mn by 2027, growing at a CAGR of 43.2% over the forecast period. The study analyzes the market in terms of revenue across all the major regions, which is further bifurcated into countries.
Global AI in Banking and Finance Market Revenue & Forecast, (US$ Million), 2015 – 2027
Offerings Outlook:
Based on type of offerings, solutions accounted for the highest share of global AI in banking and finance market in 2018. Wide range number of solution are being offered by various technology vendors such as image recognition, algorithmic trading, electronic virtual assistants, client personalisation, risk and finance reporting and biometric identification amongst others inorder to meet varying demands from a number of banking and financial institutions.. Theese includeAI- basedsolutions spread across the entire banking value chain with product advisory, financial advisory, automated reconciliation and others at front line, Identity authentication, research, analytics, process automation and others at mid office and fraud detection, cyber security, predictive recruitment at back office. These wide range of offerings are expected to increase the pace of adoption of AI-based solutions in banks and other financial institutions. For instance, in September 2019, YES Bank deployed Microsoft’s AI enabled chatbot which uses natural language processing to understand and solve customer problems, thus minimizing human intervention. Hence, the increased adoption of AI based solutions by financial institutions owing to wide range of offerings is significantly contributing towards the highest share of solutions segment in global AI in banking and finance market.
Regional Outlook:
North America region registered the highest share in global AI in banking and finance market in 2018. The highest equity investments in AI start-ups compared to rest of the world has up-sprung the adoption of AI technologies across various industries in the region including banking and finance sector. However, Asia Pacific is anticipated to show highest growth rate in global AI in banking and finance market owing to rise in retail banking and digital transactions in the region. For instance, in 2018 digital lending in India was US$ 75.0 Billion and China had about US$ 300 trillions of online digital payments in 2018. Growing digital banking activities is further mandating financial institutions of Asia to adopt AI based technologies to streamline customer experience and reduce frauds. For instance, in January 2019 Seven Bank of Japan introduced facial recognition technology in its ATMs to enable users to access their bank accounts. Similarly HDFC Bank of India in April 2019 adopted AI-based technologies to counter fraudulent activities. Thus, with growing adoption of advanced technologies by banks across Asia Pacific region is expected to assist in its futuristic growth in the global AI in banking and finance market over forecast years.
Competitive Landscape
The report provides both, qualitative and quantitative research of AI in banking and finance market, as well as provides comprehensive insights and development methods adopted by the key contenders. The report also offers extensive research on the key players in this market and details on the competitiveness of these players. Key business strategies such as mergers and acquisitions (M&A), affiliations, collaborations, and contracts adopted by these major market participants are also recognized and analyzed in the report. For each company, the report studies their global presence, competitors, service offerings and specification amongst others.
Some of the players operating in the AI in banking and finance market are 111Dimtech, Abe AI Inc., AlphaSense Inc., Ayasdi AI LLC, Darktrace, DataRobot, Inc., DreamQuark, Feedzai Inc., H2O.ai., Kasisto, Narrative Science, Underwrite.ai., USM, Webtunix AI, Xenonstack and Zest AI amongst others.
Global AI in Banking and Finance Market:
- By Offerings
- Solutions
- Services
- By Organization Size
- Small and Medium Enterprises
- Large Enterprises
- By Technology
- Machine Learning
- Computer Vision
- Natural Language Processing
- Others
- By Application
- Risk and Compliance Management
- Customer Engagement and Lead Generation
- Asset and Wealth Management
- Fraud Prevention
- Others
By Geography
- North America
- US
- Canada
- Mexico
- Rest of North America
- Europe
- France
- The UK
- Spain
- Germany
- Italy
- Nordic Countries
- Denmark
- Finland
- Iceland
- Sweden
- Norway
- Benelux Union
- Belgium
- The Netherlands
- Luxembourg
- Rest of Europe
- Asia Pacific
- China
- Japan
- India
- New Zealand
- Australia
- South Korea
- Southeast Asia
- Indonesia
- Thailand
- Malaysia
- Singapore
- Rest of Southeast Asia
- Rest of Asia Pacific
- Middle East and Africa
- Saudi Arabia
- UAE
- Egypt
- Kuwait
- South Africa
- Rest of Middle East & Africa
- Latin America
- Brazil
- Argentina
- Rest of Latin America
Table of Contents
1. Market Scope
1.2. Market Segmentation
1.3. Years Considered
1.3.1. Historic Years: 2015
- 2017
1.3.2. Base Year: 2018
1.3.3. Forecast Years: 2019
– 2027
2. Key Target Audiences
3. Research Methodology
3.2. Primary Research
3.2.1. Research
Questionnaire
3.2.2. Global Percentage
Breakdown
3.2.3. Primary Interviews:
Key Opinion Leaders (KOLs)
3.3. Secondary Research
3.3.1. Paid Databases
3.3.2. Secondary Sources
3.4. Market Size
Estimates
3.4.1. Top-Down Approach
3.4.2. Bottom-Up Approach
3.5. Data Triangulation
Methodology
3.6. Research Assumptions
4. Recommendations and Insights from AMI’s Perspective**
5. Holistic Overview of AI in Banking and
Finance Market
6. Market Synopsis: AI in Banking and Finance Market
7. AI in Banking and Finance Market Analysis:
Qualitative Perspective
7.2. Introduction
7.2.1. Product Definition
7.2.2. Industry Development
7.3. Market Dynamics
7.3.1. Drivers
7.3.2. Restraints
7.3.3. Opportunities
7.4. Trends in AI in
Banking and Finance Market
7.5. Market Determinants
Radar Chart
7.6. Macro-Economic and
Micro-Economic Indicators: AI in Banking and Finance Market
7.7. Porter’s Five Force
Analysis
8. Global AI in Banking and Finance Market Analysis
and Forecasts, 2019 – 2027
8.2. Overview
8.2.1. Global AI in Banking
and Finance Market Revenue (US$ Mn)
8.3. Global AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
8.3.1. Solutions
8.3.1.1. Definition
8.3.1.2. Market
Estimation and Penetration, 2015 – 2018
8.3.1.3. Market
Forecast, 2019 – 2027
8.3.1.4. Compound
Annual Growth Rate (CAGR)
8.3.1.5. Regional
Bifurcation
8.3.1.5.1. North
America
8.3.1.5.1.1. Market Estimation, 2015
– 2018
8.3.1.5.1.2. Market Forecast,
2019 – 2027
8.3.1.5.2. Europe
8.3.1.5.2.1. Market Estimation, 2015
– 2018
8.3.1.5.2.2. Market Forecast,
2019 – 2027
8.3.1.5.3. Asia
Pacific
8.3.1.5.3.1. Market Estimation, 2015
– 2018
8.3.1.5.3.2. Market Forecast,
2019 – 2027
8.3.1.5.4. Middle
East and Africa
8.3.1.5.4.1. Market Estimation, 2015
– 2018
8.3.1.5.4.2. Market Forecast,
2019 – 2027
8.3.1.5.5. Latin
America
8.3.1.5.5.1. Market Estimation, 2015
– 2018
8.3.1.5.5.2. Market Forecast,
2019 – 2027
8.3.2. Services
8.3.2.1. Definition
8.3.2.2. Market
Estimation and Penetration, 2015 – 2018
8.3.2.3. Market
Forecast, 2019 – 2027
8.3.2.4. Compound
Annual Growth Rate (CAGR)
8.3.2.5. Regional
Bifurcation
8.3.2.5.1. North
America
8.3.2.5.1.1. Market Estimation, 2015
– 2018
8.3.2.5.1.2. Market Forecast,
2019 – 2027
8.3.2.5.2. Europe
8.3.2.5.2.1. Market Estimation, 2015
– 2018
8.3.2.5.2.2. Market Forecast,
2019 – 2027
8.3.2.5.3. Asia
Pacific
8.3.2.5.3.1. Market Estimation, 2015
– 2018
8.3.2.5.3.2. Market Forecast,
2019 – 2027
8.3.2.5.4. Middle
East and Africa
8.3.2.5.4.1. Market Estimation, 2015
– 2018
8.3.2.5.4.2. Market Forecast,
2019 – 2027
8.3.2.5.5. Latin
America
8.3.2.5.5.1. Market Estimation, 2015
– 2018
8.3.2.5.5.2. Market Forecast, 2019
– 2027
8.4. Key Segment for Channeling Investments
8.4.1. By Offerings
9. Global AI in Banking and Finance Market
Analysis and Forecasts, 2019 – 2027
9.2. Overview
9.3. Global AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Organization Size
9.3.1. Small and Medium
Enterprises
9.3.1.1. Definition
9.3.1.2. Market
Estimation and Penetration, 2015 – 2018
9.3.1.3. Market
Forecast, 2019 – 2027
9.3.1.4. Compound
Annual Growth Rate (CAGR)
9.3.1.5. Regional
Bifurcation
9.3.1.5.1. North
America
9.3.1.5.1.1. Market Estimation, 2015
– 2018
9.3.1.5.1.2. Market Forecast,
2019 – 2027
9.3.1.5.2. Europe
9.3.1.5.2.1. Market Estimation, 2015
– 2018
9.3.1.5.2.2. Market Forecast,
2019 – 2027
9.3.1.5.3. Asia
Pacific
9.3.1.5.3.1. Market Estimation, 2015
– 2018
9.3.1.5.3.2. Market Forecast,
2019 – 2027
9.3.1.5.4. Middle
East and Africa
9.3.1.5.4.1. Market Estimation, 2015
– 2018
9.3.1.5.4.2. Market Forecast,
2019 – 2027
9.3.1.5.5. Latin
America
9.3.1.5.5.1. Market Estimation, 2015
– 2018
9.3.1.5.5.2. Market Forecast,
2019 – 2027
9.3.2. Large Enterprises
9.3.2.1. Definition
9.3.2.2. Market
Estimation and Penetration, 2015 – 2018
9.3.2.3. Market
Forecast, 2019 – 2027
9.3.2.4. Compound
Annual Growth Rate (CAGR)
9.3.2.5. Regional
Bifurcation
9.3.2.5.1. North
America
9.3.2.5.1.1. Market Estimation, 2015
– 2018
9.3.2.5.1.2. Market Forecast,
2019 – 2027
9.3.2.5.2. Europe
9.3.2.5.2.1. Market Estimation, 2015
– 2018
9.3.2.5.2.2. Market Forecast,
2019 – 2027
9.3.2.5.3. Asia
Pacific
9.3.2.5.3.1. Market Estimation, 2015
– 2018
9.3.2.5.3.2. Market Forecast,
2019 – 2027
9.3.2.5.4. Middle
East and Africa
9.3.2.5.4.1. Market Estimation, 2015
– 2018
9.3.2.5.4.2. Market Forecast,
2019 – 2027
9.3.2.5.5. Latin
America
9.3.2.5.5.1. Market Estimation, 2015
– 2018
9.3.2.5.5.2. Market Forecast,
2019 – 2027
9.4. Key Segment for Channeling Investments
9.4.1. By Organization Size
10. Global AI in Banking and Finance Market
Analysis and Forecasts, 2019 – 2027
10.2. Overview
10.3. Global AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
10.3.1. Machine Learning
10.3.1.1. Definition
10.3.1.2. Market
Estimation and Penetration, 2015 – 2018
10.3.1.3. Market
Forecast, 2019 – 2027
10.3.1.4. Compound
Annual Growth Rate (CAGR)
10.3.1.5. Regional
Bifurcation
10.3.1.5.1. North
America
10.3.1.5.1.1. Market Estimation, 2015
– 2018
10.3.1.5.1.2. Market Forecast,
2019 – 2027
10.3.1.5.2. Europe
10.3.1.5.2.1. Market Estimation, 2015
– 2018
10.3.1.5.2.2. Market Forecast,
2019 – 2027
10.3.1.5.3. Asia
Pacific
10.3.1.5.3.1. Market Estimation, 2015
– 2018
10.3.1.5.3.2. Market Forecast,
2019 – 2027
10.3.1.5.4. Middle
East and Africa
10.3.1.5.4.1. Market Estimation, 2015
– 2018
10.3.1.5.4.2. Market Forecast,
2019 – 2027
10.3.1.5.5. Latin
America
10.3.1.5.5.1. Market Estimation, 2015
– 2018
10.3.1.5.5.2. Market Forecast,
2019 – 2027
10.3.2. Computer Vision
10.3.2.1. Definition
10.3.2.2. Market
Estimation and Penetration, 2015 – 2018
10.3.2.3. Market
Forecast, 2019 – 2027
10.3.2.4. Compound
Annual Growth Rate (CAGR)
10.3.2.5. Regional
Bifurcation
10.3.2.5.1. North
America
10.3.2.5.1.1. Market Estimation, 2015
– 2018
10.3.2.5.1.2. Market Forecast,
2019 – 2027
10.3.2.5.2. Europe
10.3.2.5.2.1. Market Estimation, 2015
– 2018
10.3.2.5.2.2. Market Forecast,
2019 – 2027
10.3.2.5.3. Asia
Pacific
10.3.2.5.3.1. Market Estimation, 2015
– 2018
10.3.2.5.3.2. Market Forecast,
2019 – 2027
10.3.2.5.4. Middle
East and Africa
10.3.2.5.4.1. Market Estimation, 2015
– 2018
10.3.2.5.4.2. Market Forecast,
2019 – 2027
10.3.2.5.5. Latin
America
10.3.2.5.5.1. Market Estimation, 2015
– 2018
10.3.2.5.5.2. Market Forecast,
2019 – 2027
10.3.3. Natural Language
Processing
10.3.3.1. Definition
10.3.3.2. Market
Estimation and Penetration, 2015 – 2018
10.3.3.3. Market
Forecast, 2019 – 2027
10.3.3.4. Compound
Annual Growth Rate (CAGR)
10.3.3.5. Regional
Bifurcation
10.3.3.5.1. North
America
10.3.3.5.1.1. Market Estimation, 2015
– 2018
10.3.3.5.1.2. Market Forecast,
2019 – 2027
10.3.3.5.2. Europe
10.3.3.5.2.1. Market Estimation, 2015
– 2018
10.3.3.5.2.2. Market Forecast,
2019 – 2027
10.3.3.5.3. Asia
Pacific
10.3.3.5.3.1. Market Estimation, 2015
– 2018
10.3.3.5.3.2. Market Forecast,
2019 – 2027
10.3.3.5.4. Middle
East and Africa
10.3.3.5.4.1. Market Estimation, 2015
– 2018
10.3.3.5.4.2. Market Forecast,
2019 – 2027
10.3.3.5.5. Latin
America
10.3.3.5.5.1. Market Estimation, 2015
– 2018
10.3.3.5.5.2. Market Forecast,
2019 – 2027
10.3.4. Others
10.3.4.1. Definition
10.3.4.2. Market
Estimation and Penetration, 2015 – 2018
10.3.4.3. Market
Forecast, 2019 – 2027
10.3.4.4. Compound
Annual Growth Rate (CAGR)
10.3.4.5. Regional
Bifurcation
10.3.4.5.1. North
America
10.3.4.5.1.1. Market Estimation, 2015
– 2018
10.3.4.5.1.2. Market Forecast,
2019 – 2027
10.3.4.5.2. Europe
10.3.4.5.2.1. Market Estimation, 2015
– 2018
10.3.4.5.2.2. Market Forecast,
2019 – 2027
10.3.4.5.3. Asia
Pacific
10.3.4.5.3.1. Market Estimation, 2015
– 2018
10.3.4.5.3.2. Market Forecast,
2019 – 2027
10.3.4.5.4. Middle
East and Africa
10.3.4.5.4.1. Market Estimation, 2015
– 2018
10.3.4.5.4.2. Market Forecast,
2019 – 2027
10.3.4.5.5. Latin
America
10.3.4.5.5.1. Market Estimation, 2015
– 2018
10.3.4.5.5.2. Market Forecast,
2019 – 2027
10.4. Key Segment for Channeling Investments
10.4.1. By Technology
11. Global AI in Banking and Finance Market
Analysis and Forecasts, 2019 – 2027
11.2. Overview
11.3. Global AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Application
11.3.1. Risk and Compliance
Management
11.3.1.1. Definition
11.3.1.2. Market
Estimation and Penetration, 2015 – 2018
11.3.1.3. Market
Forecast, 2019 – 2027
11.3.1.4. Compound
Annual Growth Rate (CAGR)
11.3.1.5. Regional
Bifurcation
11.3.1.5.1. North
America
11.3.1.5.1.1. Market Estimation, 2015
– 2018
11.3.1.5.1.2. Market Forecast,
2019 – 2027
11.3.1.5.2. Europe
11.3.1.5.2.1. Market Estimation, 2015
– 2018
11.3.1.5.2.2. Market Forecast,
2019 – 2027
11.3.1.5.3. Asia
Pacific
11.3.1.5.3.1. Market Estimation, 2015
– 2018
11.3.1.5.3.2. Market Forecast,
2019 – 2027
11.3.1.5.4. Middle
East and Africa
11.3.1.5.4.1. Market Estimation, 2015
– 2018
11.3.1.5.4.2. Market Forecast,
2019 – 2027
11.3.1.5.5. Latin
America
11.3.1.5.5.1. Market Estimation, 2015
– 2018
11.3.1.5.5.2. Market Forecast,
2019 – 2027
11.3.2. Customer Engagement
and Lead Generation
11.3.2.1. Definition
11.3.2.2. Market
Estimation and Penetration, 2015 – 2018
11.3.2.3. Market
Forecast, 2019 – 2027
11.3.2.4. Compound
Annual Growth Rate (CAGR)
11.3.2.5. Regional
Bifurcation
11.3.2.5.1. North
America
11.3.2.5.1.1. Market Estimation, 2015
– 2018
11.3.2.5.1.2. Market Forecast,
2019 – 2027
11.3.2.5.2. Europe
11.3.2.5.2.1. Market Estimation, 2015
– 2018
11.3.2.5.2.2. Market Forecast,
2019 – 2027
11.3.2.5.3. Asia
Pacific
11.3.2.5.3.1. Market Estimation, 2015
– 2018
11.3.2.5.3.2. Market Forecast,
2019 – 2027
11.3.2.5.4. Middle
East and Africa
11.3.2.5.4.1. Market Estimation, 2015
– 2018
11.3.2.5.4.2. Market Forecast,
2019 – 2027
11.3.2.5.5. Latin
America
11.3.2.5.5.1. Market Estimation, 2015
– 2018
11.3.2.5.5.2. Market Forecast,
2019 – 2027
11.3.3. Asset and Wealth
Management
11.3.3.1. Definition
11.3.3.2. Market
Estimation and Penetration, 2015 – 2018
11.3.3.3. Market
Forecast, 2019 – 2027
11.3.3.4. Compound
Annual Growth Rate (CAGR)
11.3.3.5. Regional
Bifurcation
11.3.3.5.1. North
America
11.3.3.5.1.1. Market Estimation, 2015
– 2018
11.3.3.5.1.2. Market Forecast,
2019 – 2027
11.3.3.5.2. Europe
11.3.3.5.2.1. Market Estimation, 2015
– 2018
11.3.3.5.2.2. Market Forecast,
2019 – 2027
11.3.3.5.3. Asia
Pacific
11.3.3.5.3.1. Market Estimation, 2015
– 2018
11.3.3.5.3.2. Market Forecast,
2019 – 2027
11.3.3.5.4. Middle
East and Africa
11.3.3.5.4.1. Market Estimation, 2015
– 2018
11.3.3.5.4.2. Market Forecast,
2019 – 2027
11.3.3.5.5. Latin
America
11.3.3.5.5.1. Market Estimation, 2015
– 2018
11.3.3.5.5.2. Market Forecast,
2019 – 2027
11.3.4. Fraud Prevention
11.3.4.1. Definition
11.3.4.2. Market
Estimation and Penetration, 2015 – 2018
11.3.4.3. Market
Forecast, 2019 – 2027
11.3.4.4. Compound
Annual Growth Rate (CAGR)
11.3.4.5. Regional
Bifurcation
11.3.4.5.1. North
America
11.3.4.5.1.1. Market Estimation, 2015
– 2018
11.3.4.5.1.2. Market Forecast,
2019 – 2027
11.3.4.5.2. Europe
11.3.4.5.2.1. Market Estimation, 2015
– 2018
11.3.4.5.2.2. Market Forecast,
2019 – 2027
11.3.4.5.3. Asia
Pacific
11.3.4.5.3.1. Market Estimation, 2015
– 2018
11.3.4.5.3.2. Market Forecast,
2019 – 2027
11.3.4.5.4. Middle
East and Africa
11.3.4.5.4.1. Market Estimation, 2015
– 2018
11.3.4.5.4.2. Market Forecast,
2019 – 2027
11.3.4.5.5. Latin
America
11.3.4.5.5.1. Market Estimation, 2015
– 2018
11.3.4.5.5.2. Market Forecast,
2019 – 2027
11.3.5. Others
11.3.5.1. Definition
11.3.5.2. Market
Estimation and Penetration, 2015 – 2018
11.3.5.3. Market
Forecast, 2019 – 2027
11.3.5.4. Compound
Annual Growth Rate (CAGR)
11.3.5.5. Regional
Bifurcation
11.3.5.5.1. North
America
11.3.5.5.1.1. Market Estimation, 2015
– 2018
11.3.5.5.1.2. Market Forecast,
2019 – 2027
11.3.5.5.2. Europe
11.3.5.5.2.1. Market Estimation, 2015
– 2018
11.3.5.5.2.2. Market Forecast,
2019 – 2027
11.3.5.5.3. Asia
Pacific
11.3.5.5.3.1. Market Estimation, 2015
– 2018
11.3.5.5.3.2. Market Forecast,
2019 – 2027
11.3.5.5.4. Middle
East and Africa
11.3.5.5.4.1. Market Estimation, 2015
– 2018
11.3.5.5.4.2. Market Forecast,
2019 – 2027
11.3.5.5.5. Latin
America
11.3.5.5.5.1. Market Estimation, 2015
– 2018
11.3.5.5.5.2. Market Forecast,
2019 – 2027
11.4. Key Segment for Channeling Investments
11.4.1. By Application
12. North America AI in Banking and Finance
Market Analysis and Forecasts, 2019 - 2027
12.2. Overview
12.2.1. North America AI in
Banking and Finance Market Revenue (US$ Mn)
12.3. North America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
12.3.1. Solutions
12.3.2. Services
12.4. North America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization Size
12.4.1. Small and Medium
Enterprises
12.4.2. Large Enterprises
12.5. North America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
12.5.1. Machine Learning
12.5.2. Computer Vision
12.5.3. Natural Language
Processing
12.5.4. Others
12.6. North America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
12.6.1. Risk and Compliance
Management
12.6.2. Customer Engagement
and Lead Generation
12.6.3. Asset and Wealth
Management
12.6.4. Fraud Prevention
12.6.5. Others
12.7. North America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Country
12.7.1. U.S
12.7.1.1. U.S AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
12.7.1.1.1. Solutions
12.7.1.1.2. Services
12.7.1.2. U.S AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization Size
12.7.1.2.1. Small and
Medium Enterprises
12.7.1.2.2. Large
Enterprises
12.7.1.3. U.S AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
12.7.1.3.1. Machine
Learning
12.7.1.3.2. Computer
Vision
12.7.1.3.3. Natural
Language Processing
12.7.1.3.4. Others
12.7.1.4. U.S AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
12.7.1.4.1. Risk and
Compliance Management
12.7.1.4.2. Customer
Engagement and Lead Generation
12.7.1.4.3. Asset and
Wealth Management
12.7.1.4.4. Fraud
Prevention
12.7.1.4.5. Others
12.7.2. Canada
12.7.2.1. Canada AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
12.7.2.1.1. Solutions
12.7.2.1.2. Services
12.7.2.2. Canada AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
12.7.2.2.1. Small and
Medium Enterprises
12.7.2.2.2. Large
Enterprises
12.7.2.3. Canada AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
12.7.2.3.1. Machine
Learning
12.7.2.3.2. Computer
Vision
12.7.2.3.3. Natural Language
Processing
12.7.2.3.4. Others
12.7.2.4. Canada AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
12.7.2.4.1. Risk and
Compliance Management
12.7.2.4.2. Customer
Engagement and Lead Generation
12.7.2.4.3. Asset and
Wealth Management
12.7.2.4.4. Fraud
Prevention
12.7.2.4.5. Others
12.7.3. Mexico
12.7.3.1. Mexico AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
12.7.3.1.1. Solutions
12.7.3.1.2. Services
12.7.3.2. Mexico AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
12.7.3.2.1. Small and
Medium Enterprises
12.7.3.2.2. Large
Enterprises
12.7.3.3. Mexico AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
12.7.3.3.1. Machine
Learning
12.7.3.3.2. Computer
Vision
12.7.3.3.3. Natural
Language Processing
12.7.3.3.4. Others
12.7.3.4. Mexico AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
12.7.3.4.1. Risk and
Compliance Management
12.7.3.4.2. Customer
Engagement and Lead Generation
12.7.3.4.3. Asset and
Wealth Management
12.7.3.4.4. Fraud
Prevention
12.7.3.4.5. Others
12.7.4. Rest of North
America
12.7.4.1. Rest of
North America AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Offerings
12.7.4.1.1. Solutions
12.7.4.1.2. Services
12.7.4.2. Rest of
North America AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Organization Size
12.7.4.2.1. Small and
Medium Enterprises
12.7.4.2.2. Large
Enterprises
12.7.4.3. Rest of
North America AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Technology
12.7.4.3.1. Machine
Learning
12.7.4.3.2. Computer
Vision
12.7.4.3.3. Natural
Language Processing
12.7.4.3.4. Others
12.7.4.4. Rest of
North America AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Application
12.7.4.4.1. Risk and
Compliance Management
12.7.4.4.2. Customer
Engagement and Lead Generation
12.7.4.4.3. Asset and
Wealth Management
12.7.4.4.4. Fraud
Prevention
12.7.4.4.5. Others
12.8. Key Segment for
Channeling Investments
12.8.1. By Country
12.8.2. By Offerings
12.8.3. By Organization Size
12.8.4. By Technology
12.8.5. By Application
13. Europe AI in Banking and Finance Market
Analysis and Forecasts, 2019 - 2027
13.2. Overview
13.2.1. Europe AI in Banking
and Finance Market Revenue (US$ Mn)
13.3. Europe AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
13.3.1. Solutions
13.3.2. Services
13.4. Europe AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Organization Size
13.4.1. Small and Medium
Enterprises
13.4.2. Large Enterprises
13.5. Europe AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
13.5.1. Machine Learning
13.5.2. Computer Vision
13.5.3. Natural Language
Processing
13.5.4. Others
13.6. Europe AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Application
13.6.1. Risk and Compliance
Management
13.6.2. Customer Engagement
and Lead Generation
13.6.3. Asset and Wealth
Management
13.6.4. Fraud Prevention
13.6.5. Others
13.7. Europe AI in Banking
and Finance Market Revenue (US$ Mn) and Forecasts, By Country
13.7.1. France
13.7.1.1. France AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
13.7.1.1.1. Solutions
13.7.1.1.2. Services
13.7.1.2. France AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
13.7.1.2.1. Small and
Medium Enterprises
13.7.1.2.2. Large
Enterprises
13.7.1.3. France AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
13.7.1.3.1. Machine
Learning
13.7.1.3.2. Computer
Vision
13.7.1.3.3. Natural
Language Processing
13.7.1.3.4. Others
13.7.1.4. France AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
13.7.1.4.1. Risk and
Compliance Management
13.7.1.4.2. Customer
Engagement and Lead Generation
13.7.1.4.3. Asset and
Wealth Management
13.7.1.4.4. Fraud
Prevention
13.7.1.4.5. Others
13.7.2. The UK
13.7.2.1. The UK AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
13.7.2.1.1. Solutions
13.7.2.1.2. Services
13.7.2.2. The UK AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
13.7.2.2.1. Small and
Medium Enterprises
13.7.2.2.2. Large
Enterprises
13.7.2.3. The UK AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
13.7.2.3.1. Machine
Learning
13.7.2.3.2. Computer
Vision
13.7.2.3.3. Natural
Language Processing
13.7.2.3.4. Others
13.7.2.4. The UK AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
13.7.2.4.1. Risk and
Compliance Management
13.7.2.4.2. Customer
Engagement and Lead Generation
13.7.2.4.3. Asset and
Wealth Management
13.7.2.4.4. Fraud
Prevention
13.7.2.4.5. Others
13.7.3. Spain
13.7.3.1. Spain AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
13.7.3.1.1. Solutions
13.7.3.1.2. Services
13.7.3.2. Spain AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization Size
13.7.3.2.1. Small and
Medium Enterprises
13.7.3.2.2. Large
Enterprises
13.7.3.3. Spain AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
13.7.3.3.1. Machine
Learning
13.7.3.3.2. Computer
Vision
13.7.3.3.3. Natural Language
Processing
13.7.3.3.4. Others
13.7.3.4. Spain AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
13.7.3.4.1. Risk and
Compliance Management
13.7.3.4.2. Customer
Engagement and Lead Generation
13.7.3.4.3. Asset and
Wealth Management
13.7.3.4.4. Fraud
Prevention
13.7.3.4.5. Others
13.7.4. Germany
13.7.4.1. Germany
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
13.7.4.1.1. Solutions
13.7.4.1.2. Services
13.7.4.2. Germany
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
13.7.4.2.1. Small and
Medium Enterprises
13.7.4.2.2. Large
Enterprises
13.7.4.3. Germany
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
13.7.4.3.1. Machine
Learning
13.7.4.3.2. Computer
Vision
13.7.4.3.3. Natural
Language Processing
13.7.4.3.4. Others
13.7.4.4. Germany
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
13.7.4.4.1. Risk and
Compliance Management
13.7.4.4.2. Customer
Engagement and Lead Generation
13.7.4.4.3. Asset and
Wealth Management
13.7.4.4.4. Fraud
Prevention
13.7.4.4.5. Others
13.7.5. Italy
13.7.5.1. Italy AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
13.7.5.1.1. Solutions
13.7.5.1.2. Services
13.7.5.2. Italy AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
13.7.5.2.1. Small and
Medium Enterprises
13.7.5.2.2. Large
Enterprises
13.7.5.3. Italy AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
13.7.5.3.1. Machine
Learning
13.7.5.3.2. Computer
Vision
13.7.5.3.3. Natural
Language Processing
13.7.5.3.4. Others
13.7.5.4. Italy AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
13.7.5.4.1. Risk and
Compliance Management
13.7.5.4.2. Customer
Engagement and Lead Generation
13.7.5.4.3. Asset and
Wealth Management
13.7.5.4.4. Fraud
Prevention
13.7.5.4.5. Others
13.7.6. Nordic Countries
13.7.6.1. Nordic
Countries AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
13.7.6.1.1. Solutions
13.7.6.1.2. Services
13.7.6.2. Nordic
Countries AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
13.7.6.2.1. Small and
Medium Enterprises
13.7.6.2.2. Large
Enterprises
13.7.6.3. Nordic
Countries AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
13.7.6.3.1. Machine
Learning
13.7.6.3.2. Computer
Vision
13.7.6.3.3. Natural
Language Processing
13.7.6.3.4. Others
13.7.6.4. Nordic
Countries AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
13.7.6.4.1. Risk and
Compliance Management
13.7.6.4.2. Customer
Engagement and Lead Generation
13.7.6.4.3. Asset and
Wealth Management
13.7.6.4.4. Fraud
Prevention
13.7.6.4.5. Others
13.7.6.5. Nordic
Countries AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Country
13.7.6.5.1. Denmark
13.7.6.5.2. Finland
13.7.6.5.3. Iceland
13.7.6.5.4. Sweden
13.7.6.5.5. Norway
13.7.7. Benelux Union
13.7.7.1. Benelux
Union AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
13.7.7.1.1. Solutions
13.7.7.1.2. Services
13.7.7.2. Benelux
Union AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
13.7.7.2.1. Small and
Medium Enterprises
13.7.7.2.2. Large
Enterprises
13.7.7.3. Benelux
Union AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
13.7.7.3.1. Machine
Learning
13.7.7.3.2. Computer
Vision
13.7.7.3.3. Natural
Language Processing
13.7.7.3.4. Others
13.7.7.4. Benelux
Union AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
13.7.7.4.1. Risk and Compliance
Management
13.7.7.4.2. Customer
Engagement and Lead Generation
13.7.7.4.3. Asset and
Wealth Management
13.7.7.4.4. Fraud
Prevention
13.7.7.4.5. Others
13.7.7.5. Benelux
Union AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Country
13.7.7.5.1. Belgium
13.7.7.5.2. The
Netherlands
13.7.7.5.3. Luxembourg
13.7.8. Rest of Europe
13.7.8.1. Rest of
Europe AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
13.7.8.1.1. Solutions
13.7.8.1.2. Services
13.7.8.2. Rest of
Europe AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
13.7.8.2.1. Small and
Medium Enterprises
13.7.8.2.2. Large
Enterprises
13.7.8.3. Rest of
Europe AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
13.7.8.3.1. Machine
Learning
13.7.8.3.2. Computer
Vision
13.7.8.3.3. Natural
Language Processing
13.7.8.3.4. Others
13.7.8.4. Rest of
Europe AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
13.7.8.4.1. Risk and
Compliance Management
13.7.8.4.2. Customer
Engagement and Lead Generation
13.7.8.4.3. Asset and
Wealth Management
13.7.8.4.4. Fraud
Prevention
13.7.8.4.5. Others
13.8. Key Segment for
Channeling Investments
13.8.1. By Country
13.8.2. By Offerings
13.8.3. By Organization Size
13.8.4. By Technology
13.8.5. By Application
14. Asia Pacific AI in Banking and Finance Market
Analysis and Forecasts, 2019 - 2027
14.2. Overview
14.2.1. Asia Pacific AI in
Banking and Finance Market Revenue (US$ Mn)
14.3. Asia Pacific AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
14.3.1. Solutions
14.3.2. Services
14.4. Asia Pacific AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization Size
14.4.1. Small and Medium
Enterprises
14.4.2. Large Enterprises
14.5. Asia Pacific AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
14.5.1. Machine Learning
14.5.2. Computer Vision
14.5.3. Natural Language
Processing
14.5.4. Others
14.6. Asia Pacific AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
14.6.1. Risk and Compliance
Management
14.6.2. Customer Engagement
and Lead Generation
14.6.3. Asset and Wealth
Management
14.6.4. Fraud Prevention
14.6.5. Others
14.7. Asia Pacific AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Country
14.7.1. China
14.7.1.1. China AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
14.7.1.1.1. Solutions
14.7.1.1.2. Services
14.7.1.2. China AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
14.7.1.2.1. Small and
Medium Enterprises
14.7.1.2.2. Large
Enterprises
14.7.1.3. China AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
14.7.1.3.1. Machine
Learning
14.7.1.3.2. Computer
Vision
14.7.1.3.3. Natural
Language Processing
14.7.1.3.4. Others
14.7.1.4. China AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
14.7.1.4.1. Risk and
Compliance Management
14.7.1.4.2. Customer
Engagement and Lead Generation
14.7.1.4.3. Asset and
Wealth Management
14.7.1.4.4. Fraud
Prevention
14.7.1.4.5. Others
14.7.2. Japan
14.7.2.1. Japan AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
14.7.2.1.1. Solutions
14.7.2.1.2. Services
14.7.2.2. Japan AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
14.7.2.2.1. Small and
Medium Enterprises
14.7.2.2.2. Large
Enterprises
14.7.2.3. Japan AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
14.7.2.3.1. Machine
Learning
14.7.2.3.2. Computer
Vision
14.7.2.3.3. Natural
Language Processing
14.7.2.3.4. Others
14.7.2.4. Japan AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
14.7.2.4.1. Risk and
Compliance Management
14.7.2.4.2. Customer
Engagement and Lead Generation
14.7.2.4.3. Asset and
Wealth Management
14.7.2.4.4. Fraud
Prevention
14.7.2.4.5. Others
14.7.3. India
14.7.3.1. India AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
14.7.3.1.1. Solutions
14.7.3.1.2. Services
14.7.3.2. India AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
14.7.3.2.1. Small and
Medium Enterprises
14.7.3.2.2. Large
Enterprises
14.7.3.3. India AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
14.7.3.3.1. Machine
Learning
14.7.3.3.2. Computer
Vision
14.7.3.3.3. Natural
Language Processing
14.7.3.3.4. Others
14.7.3.4. India AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
14.7.3.4.1. Risk and
Compliance Management
14.7.3.4.2. Customer
Engagement and Lead Generation
14.7.3.4.3. Asset and
Wealth Management
14.7.3.4.4. Fraud
Prevention
14.7.3.4.5. Others
14.7.4. New Zealand
14.7.4.1. New
Zealand AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
14.7.4.1.1. Solutions
14.7.4.1.2. Services
14.7.4.2. New
Zealand AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
14.7.4.2.1. Small and
Medium Enterprises
14.7.4.2.2. Large
Enterprises
14.7.4.3. New
Zealand AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
14.7.4.3.1. Machine
Learning
14.7.4.3.2. Computer
Vision
14.7.4.3.3. Natural
Language Processing
14.7.4.3.4. Others
14.7.4.4. New
Zealand AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
14.7.4.4.1. Risk and
Compliance Management
14.7.4.4.2. Customer
Engagement and Lead Generation
14.7.4.4.3. Asset and
Wealth Management
14.7.4.4.4. Fraud
Prevention
14.7.4.4.5. Others
14.7.5. Australia
14.7.5.1. Australia
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
14.7.5.1.1. Solutions
14.7.5.1.2. Services
14.7.5.2. Australia
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
14.7.5.2.1. Small and
Medium Enterprises
14.7.5.2.2. Large Enterprises
14.7.5.3. Australia
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
14.7.5.3.1. Machine
Learning
14.7.5.3.2. Computer
Vision
14.7.5.3.3. Natural
Language Processing
14.7.5.3.4. Others
14.7.5.4. Australia
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
14.7.5.4.1. Risk and
Compliance Management
14.7.5.4.2. Customer
Engagement and Lead Generation
14.7.5.4.3. Asset and
Wealth Management
14.7.5.4.4. Fraud
Prevention
14.7.5.4.5. Others
14.7.6. South Korea
14.7.6.1. South
Korea AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
14.7.6.1.1. Solutions
14.7.6.1.2. Services
14.7.6.2. South Korea
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
14.7.6.2.1. Small and
Medium Enterprises
14.7.6.2.2. Large
Enterprises
14.7.6.3. South
Korea AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
14.7.6.3.1. Machine
Learning
14.7.6.3.2. Computer Vision
14.7.6.3.3. Natural
Language Processing
14.7.6.3.4. Others
14.7.6.4. South
Korea AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
14.7.6.4.1. Risk and
Compliance Management
14.7.6.4.2. Customer
Engagement and Lead Generation
14.7.6.4.3. Asset and
Wealth Management
14.7.6.4.4. Fraud
Prevention
14.7.6.4.5. Others
14.7.7. Southeast Asia
14.7.7.1. Southeast
Asia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
14.7.7.1.1. Solutions
14.7.7.1.2. Services
14.7.7.2. Southeast
Asia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
14.7.7.2.1. Small and
Medium Enterprises
14.7.7.2.2. Large
Enterprises
14.7.7.3. Southeast
Asia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
14.7.7.3.1. Machine
Learning
14.7.7.3.2. Computer
Vision
14.7.7.3.3. Natural
Language Processing
14.7.7.3.4. Others
14.7.7.4. Southeast
Asia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
14.7.7.4.1. Risk and
Compliance Management
14.7.7.4.2. Customer
Engagement and Lead Generation
14.7.7.4.3. Asset and
Wealth Management
14.7.7.4.4. Fraud
Prevention
14.7.7.4.5. Others
14.7.7.5. Southeast
Asia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Country
14.7.7.5.1. Indonesia
14.7.7.5.2. Thailand
14.7.7.5.3. Malaysia
14.7.7.5.4. Singapore
14.7.7.5.5. Rest of
Southeast Asia
14.7.8. Rest of Asia Pacific
14.7.8.1. Rest of
Asia Pacific AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Offerings
14.7.8.1.1. Solutions
14.7.8.1.2. Services
14.7.8.2. Rest of
Asia Pacific AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Organization Size
14.7.8.2.1. Small and
Medium Enterprises
14.7.8.2.2. Large
Enterprises
14.7.8.3. Rest of
Asia Pacific AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Technology
14.7.8.3.1. Machine
Learning
14.7.8.3.2. Computer
Vision
14.7.8.3.3. Natural
Language Processing
14.7.8.3.4. Others
14.7.8.4. Rest of
Asia Pacific AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Application
14.7.8.4.1. Risk and
Compliance Management
14.7.8.4.2. Customer
Engagement and Lead Generation
14.7.8.4.3. Asset and
Wealth Management
14.7.8.4.4. Fraud
Prevention
14.7.8.4.5. Others
14.8. Key Segment for
Channeling Investments
14.8.1. By Country
14.8.2. By Offerings
14.8.3. By Organization Size
14.8.4. By Technology
14.8.5. By Application
15. Middle East and Africa AI in Banking and
Finance Market Analysis and Forecasts, 2019 - 2027
15.2. Overview
15.2.1. Middle East and
Africa AI in Banking and Finance Market Revenue (US$ Mn)
15.3. Middle East and
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
15.3.1. Solutions
15.3.2. Services
15.4. Middle East and
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
15.4.1. Small and Medium Enterprises
15.4.2. Large Enterprises
15.5. Middle East and
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
15.5.1. Machine Learning
15.5.2. Computer Vision
15.5.3. Natural Language
Processing
15.5.4. Others
15.6. Middle East and
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
15.6.1. Risk and Compliance
Management
15.6.2. Customer Engagement
and Lead Generation
15.6.3. Asset and Wealth
Management
15.6.4. Fraud Prevention
15.6.5. Others
15.7. Middle East and
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Country
15.7.1. Saudi Arabia
15.7.1.1. Saudi
Arabia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
15.7.1.1.1. Solutions
15.7.1.1.2. Services
15.7.1.2. Saudi
Arabia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
15.7.1.2.1. Small and
Medium Enterprises
15.7.1.2.2. Large
Enterprises
15.7.1.3. Saudi
Arabia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
15.7.1.3.1. Machine
Learning
15.7.1.3.2. Computer
Vision
15.7.1.3.3. Natural
Language Processing
15.7.1.3.4. Others
15.7.1.4. Saudi
Arabia AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
15.7.1.4.1. Risk and
Compliance Management
15.7.1.4.2. Customer
Engagement and Lead Generation
15.7.1.4.3. Asset and
Wealth Management
15.7.1.4.4. Fraud
Prevention
15.7.1.4.5. Others
15.7.2. UAE
15.7.2.1. UAE AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
15.7.2.1.1. Solutions
15.7.2.1.2. Services
15.7.2.2. UAE AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization Size
15.7.2.2.1. Small and
Medium Enterprises
15.7.2.2.2. Large
Enterprises
15.7.2.3. UAE AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
15.7.2.3.1. Machine
Learning
15.7.2.3.2. Computer
Vision
15.7.2.3.3. Natural
Language Processing
15.7.2.3.4. Others
15.7.2.4. UAE AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
15.7.2.4.1. Risk and
Compliance Management
15.7.2.4.2. Customer
Engagement and Lead Generation
15.7.2.4.3. Asset and
Wealth Management
15.7.2.4.4. Fraud
Prevention
15.7.2.4.5. Others
15.7.3. Egypt
15.7.3.1. Egypt AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
15.7.3.1.1. Solutions
15.7.3.1.2. Services
15.7.3.2. Egypt AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
15.7.3.2.1. Small and
Medium Enterprises
15.7.3.2.2. Large
Enterprises
15.7.3.3. Egypt AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
15.7.3.3.1. Machine
Learning
15.7.3.3.2. Computer
Vision
15.7.3.3.3. Natural
Language Processing
15.7.3.3.4. Others
15.7.3.4. Egypt AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
15.7.3.4.1. Risk and
Compliance Management
15.7.3.4.2. Customer
Engagement and Lead Generation
15.7.3.4.3. Asset and
Wealth Management
15.7.3.4.4. Fraud
Prevention
15.7.3.4.5. Others
15.7.4. Kuwait
15.7.4.1. Kuwait AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
15.7.4.1.1. Solutions
15.7.4.1.2. Services
15.7.4.2. Kuwait AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
15.7.4.2.1. Small and
Medium Enterprises
15.7.4.2.2. Large
Enterprises
15.7.4.3. Kuwait AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
15.7.4.3.1. Machine
Learning
15.7.4.3.2. Computer
Vision
15.7.4.3.3. Natural
Language Processing
15.7.4.3.4. Others
15.7.4.4. Kuwait AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
15.7.4.4.1. Risk and
Compliance Management
15.7.4.4.2. Customer
Engagement and Lead Generation
15.7.4.4.3. Asset and
Wealth Management
15.7.4.4.4. Fraud
Prevention
15.7.4.4.5. Others
15.7.5. South Africa
15.7.5.1. South
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Offerings
15.7.5.1.1. Solutions
15.7.5.1.2. Services
15.7.5.2. South
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
15.7.5.2.1. Small and
Medium Enterprises
15.7.5.2.2. Large
Enterprises
15.7.5.3. South
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Technology
15.7.5.3.1. Machine
Learning
15.7.5.3.2. Computer
Vision
15.7.5.3.3. Natural
Language Processing
15.7.5.3.4. Others
15.7.5.4. South
Africa AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Application
15.7.5.4.1. Risk and
Compliance Management
15.7.5.4.2. Customer
Engagement and Lead Generation
15.7.5.4.3. Asset and
Wealth Management
15.7.5.4.4. Fraud
Prevention
15.7.5.4.5. Others
15.7.6. Rest of Middle East
& Africa
15.7.6.1. Rest of
Middle East & Africa AI in Banking and Finance Market Revenue (US$ Mn) and
Forecasts, By Offerings
15.7.6.1.1. Solutions
15.7.6.1.2. Services
15.7.6.2. Rest of
Middle East & Africa AI in Banking and Finance Market Revenue (US$ Mn) and
Forecasts, By Organization Size
15.7.6.2.1. Small and
Medium Enterprises
15.7.6.2.2. Large
Enterprises
15.7.6.3. Rest of
Middle East & Africa AI in Banking and Finance Market Revenue (US$ Mn) and
Forecasts, By Technology
15.7.6.3.1. Machine
Learning
15.7.6.3.2. Computer
Vision
15.7.6.3.3. Natural
Language Processing
15.7.6.3.4. Others
15.7.6.4. Rest of
Middle East & Africa AI in Banking and Finance Market Revenue (US$ Mn) and
Forecasts, By Application
15.7.6.4.1. Risk and
Compliance Management
15.7.6.4.2. Customer
Engagement and Lead Generation
15.7.6.4.3. Asset and
Wealth Management
15.7.6.4.4. Fraud
Prevention
15.7.6.4.5. Others
15.8. Key Segment for
Channeling Investments
15.8.1. By Country
15.8.2. By Offerings
15.8.3. By Organization Size
15.8.4. By Technology
15.8.5. By Application
16. Latin America AI in Banking and Finance
Market Analysis and Forecasts, 2019 - 2027
16.2. Overview
16.2.1. Latin America AI in
Banking and Finance Market Revenue (US$ Mn)
16.3. Latin America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
16.3.1. Solutions
16.3.2. Services
16.4. Latin America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization Size
16.4.1. Small and Medium
Enterprises
16.4.2. Large Enterprises
16.5. Latin America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
16.5.1. Machine Learning
16.5.2. Computer Vision
16.5.3. Natural Language
Processing
16.5.4. Others
16.6. Latin America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
16.6.1. Risk and Compliance
Management
16.6.2. Customer Engagement
and Lead Generation
16.6.3. Asset and Wealth
Management
16.6.4. Fraud Prevention
16.6.5. Others
16.7. Latin America AI in
Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Country
16.7.1. Brazil
16.7.1.1. Brazil AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
16.7.1.1.1. Solutions
16.7.1.1.2. Services
16.7.1.2. Brazil AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Organization
Size
16.7.1.2.1. Small and
Medium Enterprises
16.7.1.2.2. Large
Enterprises
16.7.1.3. Brazil AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
16.7.1.3.1. Machine
Learning
16.7.1.3.2. Computer
Vision
16.7.1.3.3. Natural
Language Processing
16.7.1.3.4. Others
16.7.1.4. Brazil AI
in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
16.7.1.4.1. Risk and
Compliance Management
16.7.1.4.2. Customer
Engagement and Lead Generation
16.7.1.4.3. Asset and
Wealth Management
16.7.1.4.4. Fraud
Prevention
16.7.1.4.5. Others
16.7.2. Argentina
16.7.2.1. Argentina
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Offerings
16.7.2.1.1. Solutions
16.7.2.1.2. Services
16.7.2.2. Argentina
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By
Organization Size
16.7.2.2.1. Small and
Medium Enterprises
16.7.2.2.2. Large
Enterprises
16.7.2.3. Argentina
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Technology
16.7.2.3.1. Machine
Learning
16.7.2.3.2. Computer
Vision
16.7.2.3.3. Natural
Language Processing
16.7.2.3.4. Others
16.7.2.4. Argentina
AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts, By Application
16.7.2.4.1. Risk and
Compliance Management
16.7.2.4.2. Customer
Engagement and Lead Generation
16.7.2.4.3. Asset and
Wealth Management
16.7.2.4.4. Fraud
Prevention
16.7.2.4.5. Others
16.7.3. Rest of Latin
America
16.7.3.1. Rest of
Latin America AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Offerings
16.7.3.1.1. Solutions
16.7.3.1.2. Services
16.7.3.2. Rest of
Latin America AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Organization Size
16.7.3.2.1. Small and
Medium Enterprises
16.7.3.2.2. Large
Enterprises
16.7.3.3. Rest of
Latin America AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Technology
16.7.3.3.1. Machine
Learning
16.7.3.3.2. Computer
Vision
16.7.3.3.3. Natural
Language Processing
16.7.3.3.4. Others
16.7.3.4. Rest of
Latin America AI in Banking and Finance Market Revenue (US$ Mn) and Forecasts,
By Application
16.7.3.4.1. Risk and
Compliance Management
16.7.3.4.2. Customer
Engagement and Lead Generation
16.7.3.4.3. Asset and
Wealth Management
16.7.3.4.4. Fraud
Prevention
16.7.3.4.5. Others
16.8. Key Segment for
Channeling Investments
16.8.1. By Country
16.8.2. By Offerings
16.8.3. By Organization Size
16.8.4. By Technology
16.8.5. By Application
17. Competitive Benchmarking
17.1. Brand Benchmarking
17.2. Market Share
Analysis, 2018
17.3. Global Presence and
Growth Strategies
17.3.1. Mergers and
Acquisitions
17.3.2. Product Launches
17.3.3. Investments Trends
17.3.4. R&D Initiatives
18. Player Profiles
18.1. 111Dimtech
18.1.1. Company Details
18.1.2. Company Overview
18.1.3. Product Offerings
18.1.4. Key Developments
18.1.5. Financial Analysis
18.1.6. SWOT Analysis
18.1.7. Business Strategies
18.2. Abe AI Inc
18.2.1. Company Details
18.2.2. Company Overview
18.2.3. Product Offerings
18.2.4. Key Developments
18.2.5. Financial Analysis
18.2.6. SWOT Analysis
18.2.7. Business Strategies
18.3. AlphaSense Inc.
18.3.1. Company Details
18.3.2. Company Overview
18.3.3. Product Offerings
18.3.4. Key Developments
18.3.5. Financial Analysis
18.3.6. SWOT Analysis
18.3.7. Business Strategies
18.4. Ayasdi AI LLC
18.4.1. Company Details
18.4.2. Company Overview
18.4.3. Product Offerings
18.4.4. Key Developments
18.4.5. Financial Analysis
18.4.6. SWOT Analysis
18.4.7. Business Strategies
18.5. Darktrace
18.5.1. Company Details
18.5.2. Company Overview
18.5.3. Product Offerings
18.5.4. Key Developments
18.5.5. Financial Analysis
18.5.6. SWOT Analysis
18.5.7. Business Strategies
18.6. DataRobot, Inc.
18.6.1. Company Details
18.6.2. Company Overview
18.6.3. Product Offerings
18.6.4. Key Developments
18.6.5. Financial Analysis
18.6.6. SWOT Analysis
18.6.7. Business Strategies
18.7. DreamQuark
18.7.1. Company Details
18.7.2. Company Overview
18.7.3. Product Offerings
18.7.4. Key Developments
18.7.5. Financial Analysis
18.7.6. SWOT Analysis
18.7.7. Business Strategies
18.8. Feedzai Inc.
18.8.1. Company Details
18.8.2. Company Overview
18.8.3. Product Offerings
18.8.4. Key Developments
18.8.5. Financial Analysis
18.8.6. SWOT Analysis
18.8.7. Business Strategies
18.9. H2O.ai.
18.9.1. Company Details
18.9.2. Company Overview
18.9.3. Product Offerings
18.9.4. Key Developments
18.9.5. Financial Analysis
18.9.6. SWOT Analysis
18.9.7. Business Strategies
18.10. Kasisto
18.10.1. Company Details
18.10.2. Company Overview
18.10.3. Product Offerings
18.10.4. Key Developments
18.10.5. Financial Analysis
18.10.6. SWOT Analysis
18.10.7. Business Strategies
18.11. Narrative Science
18.11.1. Company Details
18.11.2. Company Overview
18.11.3. Product Offerings
18.11.4. Key Developments
18.11.5. Financial Analysis
18.11.6. SWOT Analysis
18.11.7. Business Strategies
18.12. Underwrite.ai.
18.12.1. Company Details
18.12.2. Company Overview
18.12.3. Product Offerings
18.12.4. Key Developments
18.12.5. Financial Analysis
18.12.6. SWOT Analysis
18.12.7. Business Strategies
18.13. USM
18.13.1. Company Details
18.13.2. Company Overview
18.13.3. Product Offerings
18.13.4. Key Developments
18.13.5. Financial Analysis
18.13.6. SWOT Analysis
18.13.7. Business Strategies
18.14. Webtunix AI
18.14.1. Company Details
18.14.2. Company Overview
18.14.3. Product Offerings
18.14.4. Key Developments
18.14.5. Financial Analysis
18.14.6. SWOT Analysis
18.14.7. Business Strategies
18.15. Xenonstack
18.15.1. Company Details
18.15.2. Company Overview
18.15.3. Product Offerings
18.15.4. Key Developments
18.15.5. Financial Analysis
18.15.6. SWOT Analysis
18.15.7. Business Strategies
18.16. Zest AI
18.16.1. Company Details
18.16.2. Company Overview
18.16.3. Product Offerings
18.16.4. Key Developments
18.16.5. Financial Analysis
18.16.6. SWOT Analysis
18.16.7. Business Strategies
18.17. Other Market
Participants
19. Key Findings
Note: This ToC is tentative
and can be changed according to the research study conducted during the course
of report completion.
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