Global Artificial Intelligence (AI) Market in Retail Sector 2024-2028

Best Price Guarantee	Length	Publisher	Published Date	SKU
from $2,500	165 Pages	TechNavio	October, 2024	INF19287306

Best Price Guarantee
Price	from $2,500
Length	165 Pages
Publisher	TechNavio
Published Date	October, 2024
SKU	INF19287306

Artificial Intelligence (AI) Market In Retail Sector 2024-2028

The artificial intelligence (AI) market in retail sector is forecasted to grow by USD 42223.6 mn during 2023-2028, accelerating at a CAGR of 42% during the forecast period. The report on the artificial intelligence (AI) market in retail sector provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by rise in investments and research and development in ai startups, increased efficiency of operations, and ease in handling customer-front operations.

Technavio's artificial intelligence (AI) market in retail sector is segmented as below:

By Application
Sales and marketing
In-store
PPP
Logistics management
By Geographical Landscape
North America
APAC
Europe
Middle East and Africa
South America

This study identifies the increased applications in e-commerce as one of the prime reasons driving the artificial intelligence (AI) market in retail sector growth during the next few years. Also, increased availability of cloud-based applications and bridging offline and online experiences will lead to sizable demand in the market.

The report on the artificial intelligence (AI) market in retail sector covers the following areas:

Artificial Intelligence (AI) Market In Retail Sector sizing
Artificial Intelligence (AI) Market In Retail Sector forecast
Artificial Intelligence (AI) Market In Retail Sector industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading artificial intelligence (AI) market in retail sector vendors that include Accenture PLC, Amazon.com Inc., BloomReach Inc., Capgemini Services SAS, Daisy Intelligence Corp., Element AI Inc., Evolv Technology Solutions Inc., Inbenta Holdings Inc., Infosys Ltd., Intel Corp., International Business Machines Corp., Mad Street Den Inc., Microsoft Corp., NVIDIA Corp., Oracle Corp., Salesforce Inc., SAP SE, Symphony Retail Solutions, and Trax Technology Solutions Pte. Ltd.. Also, the artificial intelligence (AI) market in retail sector analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

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

1 Executive Summary: 1.1 Market overview; Executive Summary - Chart on Market Overview; Executive Summary - Data Table on Market Overview; Executive Summary - Chart on Global Market Characteristics; Executive Summary - Chart on Market By Geographical Landscape; Executive Summary - Chart on Market Segmentation by Application; Executive Summary - Chart on Incremental Growth; Executive Summary - Data Table on Incremental Growth; Executive Summary - Chart on Company Market Positioning
2 Market Landscape: 2.1 Market ecosystem; Parent Market; Data Table on - Parent Market; 2.2 Market characteristics; Market characteristics analysis; 2.3 Value chain analysis; Value Chain Analysis
3 Market Sizing: 3.1 Market definition; Offerings of companies included in the market definition; 3.2 Market segment analysis; Market segments; 3.3 Market size 2023; 3.4 Market outlook: Forecast for 2023-2028; Chart on Global - Market size and forecast 2023-2028 ($ million); Data Table on Global - Market size and forecast 2023-2028 ($ million); Chart on Global Market: Year-over-year growth 2023-2028 (%); Data Table on Global Market: Year-over-year growth 2023-2028 (%)
4 Historic Market Size: 4.1 Global Artificial Intelligence (AI) Market In Retail Sector 2018 - 2022; Historic Market Size - Data Table on Global Artificial Intelligence (AI) Market In Retail Sector 2018 - 2022 ($ million); 4.2 Application segment analysis 2018 - 2022; Historic Market Size - Application Segment 2018 - 2022 ($ million); 4.3 Geography segment analysis 2018 - 2022; Historic Market Size - Geography Segment 2018 - 2022 ($ million); 4.4 Country segment analysis 2018 - 2022; Historic Market Size - Country Segment 2018 - 2022 ($ million)
5 Five Forces Analysis: 5.1 Five forces summary; Five forces analysis - Comparison between 2023 and 2028; 5.2 Bargaining power of buyers; Bargaining power of buyers - Impact of key factors 2023 and 2028; 5.3 Bargaining power of suppliers; Bargaining power of suppliers - Impact of key factors in 2023 and 2028; 5.4 Threat of new entrants; Threat of new entrants - Impact of key factors in 2023 and 2028; 5.5 Threat of substitutes; Threat of substitutes - Impact of key factors in 2023 and 2028; 5.6 Threat of rivalry; Threat of rivalry - Impact of key factors in 2023 and 2028; 5.7 Market condition; Chart on Market condition - Five forces 2023 and 2028
6 Market Segmentation by Application: 6.1 Market segments; Chart on Application - Market share 2023-2028 (%); Data Table on Application - Market share 2023-2028 (%); 6.2 Comparison by Application; Chart on Comparison by Application; Data Table on Comparison by Application; 6.3 Sales and marketing - Market size and forecast 2023-2028; Chart on Sales and marketing - Market size and forecast 2023-2028 ($ million); Data Table on Sales and marketing - Market size and forecast 2023-2028 ($ million); Chart on Sales and marketing - Year-over-year growth 2023-2028 (%); Data Table on Sales and marketing - Year-over-year growth 2023-2028 (%); 6.4 In-store - Market size and forecast 2023-2028; Chart on In-store - Market size and forecast 2023-2028 ($ million); Data Table on In-store - Market size and forecast 2023-2028 ($ million); Chart on In-store - Year-over-year growth 2023-2028 (%); Data Table on In-store - Year-over-year growth 2023-2028 (%); 6.5 PPP - Market size and forecast 2023-2028; Chart on PPP - Market size and forecast 2023-2028 ($ million); Data Table on PPP - Market size and forecast 2023-2028 ($ million); Chart on PPP - Year-over-year growth 2023-2028 (%); Data Table on PPP - Year-over-year growth 2023-2028 (%); 6.6 Logistics management - Market size and forecast 2023-2028; Chart on Logistics management - Market size and forecast 2023-2028 ($ million); Data Table on Logistics management - Market size and forecast 2023-2028 ($ million); Chart on Logistics management - Year-over-year growth 2023-2028 (%); Data Table on Logistics management - Year-over-year growth 2023-2028 (%); 6.7 Market opportunity by Application; Market opportunity by Application ($ million); Data Table on Market opportunity by Application ($ million)
7 Customer Landscape: 7.1 Customer landscape overview; Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
8 Geographic Landscape: 8.1 Geographic segmentation; Chart on Market share By Geographical Landscape 2023-2028 (%); Data Table on Market share By Geographical Landscape 2023-2028 (%); 8.2 Geographic comparison; Chart on Geographic comparison; Data Table on Geographic comparison; 8.3 North America - Market size and forecast 2023-2028; Chart on North America - Market size and forecast 2023-2028 ($ million); Data Table on North America - Market size and forecast 2023-2028 ($ million); Chart on North America - Year-over-year growth 2023-2028 (%); Data Table on North America - Year-over-year growth 2023-2028 (%); 8.4 APAC - Market size and forecast 2023-2028; Chart on APAC - Market size and forecast 2023-2028 ($ million); Data Table on APAC - Market size and forecast 2023-2028 ($ million); Chart on APAC - Year-over-year growth 2023-2028 (%); Data Table on APAC - Year-over-year growth 2023-2028 (%); 8.5 Europe - Market size and forecast 2023-2028; Chart on Europe - Market size and forecast 2023-2028 ($ million); Data Table on Europe - Market size and forecast 2023-2028 ($ million); Chart on Europe - Year-over-year growth 2023-2028 (%); Data Table on Europe - Year-over-year growth 2023-2028 (%); 8.6 Middle East and Africa - Market size and forecast 2023-2028; Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million); Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million); Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%); Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%); 8.7 South America - Market size and forecast 2023-2028; Chart on South America - Market size and forecast 2023-2028 ($ million); Data Table on South America - Market size and forecast 2023-2028 ($ million); Chart on South America - Year-over-year growth 2023-2028 (%); Data Table on South America - Year-over-year growth 2023-2028 (%); 8.8 US - Market size and forecast 2023-2028; Chart on US - Market size and forecast 2023-2028 ($ million); Data Table on US - Market size and forecast 2023-2028 ($ million); Chart on US - Year-over-year growth 2023-2028 (%); Data Table on US - Year-over-year growth 2023-2028 (%); 8.9 China - Market size and forecast 2023-2028; Chart on China - Market size and forecast 2023-2028 ($ million); Data Table on China - Market size and forecast 2023-2028 ($ million); Chart on China - Year-over-year growth 2023-2028 (%); Data Table on China - Year-over-year growth 2023-2028 (%); 8.10 UK - Market size and forecast 2023-2028; Chart on UK - Market size and forecast 2023-2028 ($ million); Data Table on UK - Market size and forecast 2023-2028 ($ million); Chart on UK - Year-over-year growth 2023-2028 (%); Data Table on UK - Year-over-year growth 2023-2028 (%); 8.11 Canada - Market size and forecast 2023-2028; Chart on Canada - Market size and forecast 2023-2028 ($ million); Data Table on Canada - Market size and forecast 2023-2028 ($ million); Chart on Canada - Year-over-year growth 2023-2028 (%); Data Table on Canada - Year-over-year growth 2023-2028 (%); 8.12 Japan - Market size and forecast 2023-2028; Chart on Japan - Market size and forecast 2023-2028 ($ million); Data Table on Japan - Market size and forecast 2023-2028 ($ million); Chart on Japan - Year-over-year growth 2023-2028 (%); Data Table on Japan - Year-over-year growth 2023-2028 (%); 8.13 Market opportunity By Geographical Landscape; Market opportunity By Geographical Landscape ($ million); Data Tables on Market opportunity By Geographical Landscape ($ million)
9 Drivers, Challenges, and Opportunity/Restraints: 9.1 Market drivers; 9.2 Market challenges; 9.3 Impact of drivers and challenges; Impact of drivers and challenges in 2023 and 2028; 9.4 Market opportunities/restraints
10 Competitive Landscape: 10.1 Overview; 10.2 Competitive Landscape; Overview on criticality of inputs and factors of differentiation; 10.3 Landscape disruption; Overview on factors of disruption; 10.4 Industry risks; Impact of key risks on business
11 Competitive Analysis: 11.1 Companies profiled; Companies covered; 11.2 Market positioning of companies; Matrix on companies position and classification; 11.3 Accenture PLC; Accenture PLC - Overview; Accenture PLC - Business segments; Accenture PLC - Key news; Accenture PLC - Key offerings; Accenture PLC - Segment focus; 11.4 Amazon.com Inc.; Amazon.com Inc. - Overview; Amazon.com Inc. - Business segments; Amazon.com Inc. - Key news; Amazon.com Inc. - Key offerings; Amazon.com Inc. - Segment focus; 11.5 BloomReach Inc.; BloomReach Inc. - Overview; BloomReach Inc. - Product / Service; BloomReach Inc. - Key offerings; 11.6 Capgemini Services SAS; Capgemini Services SAS - Overview; Capgemini Services SAS - Business segments; Capgemini Services SAS - Key news; Capgemini Services SAS - Key offerings; Capgemini Services SAS - Segment focus; 11.7 Infosys Ltd.; Infosys Ltd. - Overview; Infosys Ltd. - Business segments; Infosys Ltd. - Key news; Infosys Ltd. - Key offerings; Infosys Ltd. - Segment focus; 11.8 Intel Corp.; Intel Corp. - Overview; Intel Corp. - Business segments; Intel Corp. - Key news; Intel Corp. - Key offerings; Intel Corp. - Segment focus; 11.9 International Business Machines Corp.; International Business Machines Corp. - Overview; International Business Machines Corp. - Business segments; International Business Machines Corp. - Key news; International Business Machines Corp. - Key offerings; International Business Machines Corp. - Segment focus; 11.10 Microsoft Corp.; Microsoft Corp. - Overview; Microsoft Corp. - Business segments; Microsoft Corp. - Key news; Microsoft Corp. - Key offerings; Microsoft Corp. - Segment focus; 11.11 NVIDIA Corp.; NVIDIA Corp. - Overview; NVIDIA Corp. - Business segments; NVIDIA Corp. - Key news; NVIDIA Corp. - Key offerings; NVIDIA Corp. - Segment focus; 11.12 Oracle Corp.; Oracle Corp. - Overview; Oracle Corp. - Business segments; Oracle Corp. - Key news; Oracle Corp. - Key offerings; Oracle Corp. - Segment focus
12 Appendix: 12.1 Scope of the report; 12.2 Inclusions and exclusions checklist; Inclusions checklist; Exclusions checklist; 12.3 Currency conversion rates for US$; Currency conversion rates for US$; 12.4 Research methodology; Research methodology; 12.5 Data procurement; Information sources; 12.6 Data validation; Data validation; 12.7 Validation techniques employed for market sizing; Validation techniques employed for market sizing; 12.8 Data synthesis; Data synthesis; 12.9 360 degree market analysis; 360 degree market analysis; 12.10 List of abbreviations; List of abbreviations
Exhibits:: Exhibits1: Executive Summary - Chart on Market Overview; Exhibits2: Executive Summary - Data Table on Market Overview; Exhibits3: Executive Summary - Chart on Global Market Characteristics; Exhibits4: Executive Summary - Chart on Market By Geographical Landscape; Exhibits5: Executive Summary - Chart on Market Segmentation by Application; Exhibits6: Executive Summary - Chart on Incremental Growth; Exhibits7: Executive Summary - Data Table on Incremental Growth; Exhibits8: Executive Summary - Chart on Company Market Positioning; Exhibits9: Parent Market; Exhibits10: Data Table on - Parent Market; Exhibits11: Market characteristics analysis; Exhibits12: Value Chain Analysis; Exhibits13: Offerings of companies included in the market definition; Exhibits14: Market segments; Exhibits15: Chart on Global - Market size and forecast 2023-2028 ($ million); Exhibits16: Data Table on Global - Market size and forecast 2023-2028 ($ million); Exhibits17: Chart on Global Market: Year-over-year growth 2023-2028 (%); Exhibits18: Data Table on Global Market: Year-over-year growth 2023-2028 (%); Exhibits19: Historic Market Size - Data Table on Global Artificial Intelligence (AI) Market In Retail Sector 2018 - 2022 ($ million); Exhibits20: Historic Market Size - Application Segment 2018 - 2022 ($ million); Exhibits21: Historic Market Size - Geography Segment 2018 - 2022 ($ million); Exhibits22: Historic Market Size - Country Segment 2018 - 2022 ($ million); Exhibits23: Five forces analysis - Comparison between 2023 and 2028; Exhibits24: Bargaining power of buyers - Impact of key factors 2023 and 2028; Exhibits25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028; Exhibits26: Threat of new entrants - Impact of key factors in 2023 and 2028; Exhibits27: Threat of substitutes - Impact of key factors in 2023 and 2028; Exhibits28: Threat of rivalry - Impact of key factors in 2023 and 2028; Exhibits29: Chart on Market condition - Five forces 2023 and 2028; Exhibits30: Chart on Application - Market share 2023-2028 (%); Exhibits31: Data Table on Application - Market share 2023-2028 (%); Exhibits32: Chart on Comparison by Application; Exhibits33: Data Table on Comparison by Application; Exhibits34: Chart on Sales and marketing - Market size and forecast 2023-2028 ($ million); Exhibits35: Data Table on Sales and marketing - Market size and forecast 2023-2028 ($ million); Exhibits36: Chart on Sales and marketing - Year-over-year growth 2023-2028 (%); Exhibits37: Data Table on Sales and marketing - Year-over-year growth 2023-2028 (%); Exhibits38: Chart on In-store - Market size and forecast 2023-2028 ($ million); Exhibits39: Data Table on In-store - Market size and forecast 2023-2028 ($ million); Exhibits40: Chart on In-store - Year-over-year growth 2023-2028 (%); Exhibits41: Data Table on In-store - Year-over-year growth 2023-2028 (%); Exhibits42: Chart on PPP - Market size and forecast 2023-2028 ($ million); Exhibits43: Data Table on PPP - Market size and forecast 2023-2028 ($ million); Exhibits44: Chart on PPP - Year-over-year growth 2023-2028 (%); Exhibits45: Data Table on PPP - Year-over-year growth 2023-2028 (%); Exhibits46: Chart on Logistics management - Market size and forecast 2023-2028 ($ million); Exhibits47: Data Table on Logistics management - Market size and forecast 2023-2028 ($ million); Exhibits48: Chart on Logistics management - Year-over-year growth 2023-2028 (%); Exhibits49: Data Table on Logistics management - Year-over-year growth 2023-2028 (%); Exhibits50: Market opportunity by Application ($ million); Exhibits51: Data Table on Market opportunity by Application ($ million); Exhibits52: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria; Exhibits53: Chart on Market share By Geographical Landscape 2023-2028 (%); Exhibits54: Data Table on Market share By Geographical Landscape 2023-2028 (%); Exhibits55: Chart on Geographic comparison; Exhibits56: Data Table on Geographic comparison; Exhibits57: Chart on North America - Market size and forecast 2023-2028 ($ million); Exhibits58: Data Table on North America - Market size and forecast 2023-2028 ($ million); Exhibits59: Chart on North America - Year-over-year growth 2023-2028 (%); Exhibits60: Data Table on North America - Year-over-year growth 2023-2028 (%); Exhibits61: Chart on APAC - Market size and forecast 2023-2028 ($ million); Exhibits62: Data Table on APAC - Market size and forecast 2023-2028 ($ million); Exhibits63: Chart on APAC - Year-over-year growth 2023-2028 (%); Exhibits64: Data Table on APAC - Year-over-year growth 2023-2028 (%); Exhibits65: Chart on Europe - Market size and forecast 2023-2028 ($ million); Exhibits66: Data Table on Europe - Market size and forecast 2023-2028 ($ million); Exhibits67: Chart on Europe - Year-over-year growth 2023-2028 (%); Exhibits68: Data Table on Europe - Year-over-year growth 2023-2028 (%); Exhibits69: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million); Exhibits70: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million); Exhibits71: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%); Exhibits72: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%); Exhibits73: Chart on South America - Market size and forecast 2023-2028 ($ million); Exhibits74: Data Table on South America - Market size and forecast 2023-2028 ($ million); Exhibits75: Chart on South America - Year-over-year growth 2023-2028 (%); Exhibits76: Data Table on South America - Year-over-year growth 2023-2028 (%); Exhibits77: Chart on US - Market size and forecast 2023-2028 ($ million); Exhibits78: Data Table on US - Market size and forecast 2023-2028 ($ million); Exhibits79: Chart on US - Year-over-year growth 2023-2028 (%); Exhibits80: Data Table on US - Year-over-year growth 2023-2028 (%); Exhibits81: Chart on China - Market size and forecast 2023-2028 ($ million); Exhibits82: Data Table on China - Market size and forecast 2023-2028 ($ million); Exhibits83: Chart on China - Year-over-year growth 2023-2028 (%); Exhibits84: Data Table on China - Year-over-year growth 2023-2028 (%); Exhibits85: Chart on UK - Market size and forecast 2023-2028 ($ million); Exhibits86: Data Table on UK - Market size and forecast 2023-2028 ($ million); Exhibits87: Chart on UK - Year-over-year growth 2023-2028 (%); Exhibits88: Data Table on UK - Year-over-year growth 2023-2028 (%); Exhibits89: Chart on Canada - Market size and forecast 2023-2028 ($ million); Exhibits90: Data Table on Canada - Market size and forecast 2023-2028 ($ million); Exhibits91: Chart on Canada - Year-over-year growth 2023-2028 (%); Exhibits92: Data Table on Canada - Year-over-year growth 2023-2028 (%); Exhibits93: Chart on Japan - Market size and forecast 2023-2028 ($ million); Exhibits94: Data Table on Japan - Market size and forecast 2023-2028 ($ million); Exhibits95: Chart on Japan - Year-over-year growth 2023-2028 (%); Exhibits96: Data Table on Japan - Year-over-year growth 2023-2028 (%); Exhibits97: Market opportunity By Geographical Landscape ($ million); Exhibits98: Data Tables on Market opportunity By Geographical Landscape ($ million); Exhibits99: Impact of drivers and challenges in 2023 and 2028; Exhibits100: Overview on criticality of inputs and factors of differentiation; Exhibits101: Overview on factors of disruption; Exhibits102: Impact of key risks on business; Exhibits103: Companies covered; Exhibits104: Matrix on companies position and classification; Exhibits105: Accenture PLC - Overview; Exhibits106: Accenture PLC - Business segments; Exhibits107: Accenture PLC - Key news; Exhibits108: Accenture PLC - Key offerings; Exhibits109: Accenture PLC - Segment focus; Exhibits110: Amazon.com Inc. - Overview; Exhibits111: Amazon.com Inc. - Business segments; Exhibits112: Amazon.com Inc. - Key news; Exhibits113: Amazon.com Inc. - Key offerings; Exhibits114: Amazon.com Inc. - Segment focus; Exhibits115: BloomReach Inc. - Overview; Exhibits116: BloomReach Inc. - Product / Service; Exhibits117: BloomReach Inc. - Key offerings; Exhibits118: Capgemini Services SAS - Overview; Exhibits119: Capgemini Services SAS - Business segments; Exhibits120: Capgemini Services SAS - Key news; Exhibits121: Capgemini Services SAS - Key offerings; Exhibits122: Capgemini Services SAS - Segment focus; Exhibits123: Infosys Ltd. - Overview; Exhibits124: Infosys Ltd. - Business segments; Exhibits125: Infosys Ltd. - Key news; Exhibits126: Infosys Ltd. - Key offerings; Exhibits127: Infosys Ltd. - Segment focus; Exhibits128: Intel Corp. - Overview; Exhibits129: Intel Corp. - Business segments; Exhibits130: Intel Corp. - Key news; Exhibits131: Intel Corp. - Key offerings; Exhibits132: Intel Corp. - Segment focus; Exhibits133: International Business Machines Corp. - Overview; Exhibits134: International Business Machines Corp. - Business segments; Exhibits135: International Business Machines Corp. - Key news; Exhibits136: International Business Machines Corp. - Key offerings; Exhibits137: International Business Machines Corp. - Segment focus; Exhibits138: Microsoft Corp. - Overview; Exhibits139: Microsoft Corp. - Business segments; Exhibits140: Microsoft Corp. - Key news; Exhibits141: Microsoft Corp. - Key offerings; Exhibits142: Microsoft Corp. - Segment focus; Exhibits143: NVIDIA Corp. - Overview; Exhibits144: NVIDIA Corp. - Business segments; Exhibits145: NVIDIA Corp. - Key news; Exhibits146: NVIDIA Corp. - Key offerings; Exhibits147: NVIDIA Corp. - Segment focus; Exhibits148: Oracle Corp. - Overview; Exhibits149: Oracle Corp. - Business segments; Exhibits150: Oracle Corp. - Key news; Exhibits151: Oracle Corp. - Key offerings; Exhibits152: Oracle Corp. - Segment focus; Exhibits153: Inclusions checklist; Exhibits154: Exclusions checklist; Exhibits155: Currency conversion rates for US$; Exhibits156: Research methodology; Exhibits157: Information sources; Exhibits158: Data validation; Exhibits159: Validation techniques employed for market sizing; Exhibits160: Data synthesis; Exhibits161: 360 degree market analysis; Exhibits162: List of abbreviations