The Retail AI Forecast Model is a forecast model for the impact of Traditional AI/ML, Generative AI, and Artificial General Intelligence for the Retail and Hospitality markets from 2022 - 2029. We forecast the economic impact in great detail, including the following breakouts:
Model for Pivot Tables
AI Type by Segment - looks at the forecast by segment by region for Traditional AI/ML, Generative AI, and Artificial General Intelligence from 2022-2029 via the Income Statement Categories of Sales Impact, Gross Margin Impact, and Sales & General Administrative Impact.
- Tiers - Forecast by region by segment by level of annual retail sales from 2022-2029 (Includes Tier 1 (over $1b in sales), Tier 2 ($250m-$1b), and Tier 3 (under $250m)
- Line of Business Categories - Forecast impact by region, by line of business category (ecommerce, stores, distribution and supply chain, marketing, BI, etc.) from 2022-2029
- By Technology Type - Forecast impact by over 120 technology types, showing the projected improvement by each area from 2022-2029 for each region.
Segments included are the following:
- Grocery
- Drug Stores/Beauty
- Department Stores
- Specialty Hard Goods
- Specialty Soft Goods
- Mass Merchants
- Super Stores/WH Clubs
- Conv./Gas
- Non-Store Retailers/Ecommerce
- Restaurants (Bar/Rest./Fast Food)
- Entertainment Other
Charts by AI Type
Along with the data, there are many charts that look at the economic benefits/impact by year for each of the following:
- Impact to Sales by AI Type (Traditional AI/ML, Generative AI, Artificial General Intelligence) from 2022-2029
- Impact to Gross Margins by AI Type (Traditional AI/ML, Generative AI, Artificial General Intelligence) from 2022-2029
- Impact to SG&A by AI Type (Traditional AI/ML, Generative AI, Artificial General Intelligence) from 2022-2029
- Total AI Impact by Year by AI Type (Traditional AI/ML, Generative AI, Artificial General Intelligence) from 2022-2029
Region charts
- Asia/Pacific by AI Type (Traditional AI/ML, Generative AI, Artificial General Intelligence) from 2022-2029
- Europe/Middle East/Africa (Traditional AI/ML, Generative AI, Artificial General Intelligence) from 2022-2029
- Latin/South America (Traditional AI/ML, Generative AI, Artificial General Intelligence) from 2022-2029
- North America (Traditional AI/ML, Generative AI, Artificial General Intelligence) from 2022-2029
- WW by Region (Total AI Impact by region) from 2022-2029
Tiers
- Tier 1 Impact - Includes Tier 1 (over $1b in sales) AI impact by with annual improvement and cumulative improvement from 2022-2029 of all types of AI
- Tier 2 Impact - Includes Tier 2 ($250m-$1b) AI impact by with annual improvement and cumulative improvement from 2022-2029 of all types of AI
- Tier 3 Impact - Includes Tier 2 (Under $250m) AI impact by with annual improvement and cumulative improvement from 2022-2029 of all types of AI
- All Tiers - AI impact by with annual improvement and cumulative improvement from 2022-2029 of all types of AI by tier
