Stay informed and inspired in the world of AI with us.
A computer vision model can look perfect during testing and then fall apart the moment it meets real life. The contrast is often dramatic. An MIT review found some face-analysis systems making mistakes on 34.7% of dark-skinned women, while the error rate for light-skinned men stayed under 1%. In agriculture, models that scored 95–99% accuracy on clean lab photos fell to 70–85% on real crops. And in radiology, an RSNA review showed four out of five models performing worse on data from another hos
Published: January 30, 2026
In 2025, the battle for e-commerce loyalty isn’t fought on discounts – it’s won on relevance. Global online sales are climbing toward $4.8 trillion, yet what keeps shoppers coming back is how well a store recognizes them. 71 % of consumers expect personalized experiences, and 76 % say they’re frustrated when brands miss the mark. AI has made that expectation scalable. Today’s personalization engines predict, adapt, and learn in real time, create product sets, search results, and offers for every
Published: November 25, 2025
Walk into a store, grab what you need, and leave – no checkout, no lines. Order room service without touching a phone. Get menu suggestions based on what you actually like, not what’s on special. This is how AI in retail and hospitality already working behind the scenes. Retail and HoReCa businesses (hotels, restaurants, catering) are using AI for retail and restaurant operations optimization to improve service speed, operational efficiency, and customer insight. This article looks at how that p
Published: June 20, 2025
Predictive analytics uses historical data and techniques like statistical modeling and machine learning to drive predictive analytics for business transformation by forecasting future outcomes. It provides accurate forecasts, helping organizations predict trends and behaviors from milliseconds to years ahead. The global predictive analytics market growth was valued at 14.71 billion U.S. dollars in 2023 and is projected to grow from 18.02 billion U.S. dollars in 2024 to 95.30 billion U.S. dolla
Published: June 12, 2024
Why use AI in Retail? (Plus Best Practices) Artificial Intelligence (AI) and retail are a good fit. The COVID-19 pandemic has accelerated digital transformation worldwide and is whipping up different business verticals to adopt various AI technologies. As per the UNCTAD survey, more than half of consumers of the emerging and developed economies are shopping online. The part of AI in the retail market in 2020 was valued at USD 1,80 billion and is expected to reach USD 10,90 billion at a CAGR of
Published: May 13, 2021
