Many industries sell into highly fragmented ecosystems composed of thousands of small, independent outlets spread across cities and regions - whether it is a global beverage company supplying high-end F&B venues or a local bank selling EDC terminals to micro-SMEs in an emerging market.
Originally coined by Philadelphia police in the 1950s to describe chaotic post-Thanksgiving crowds, “Black Friday” later gained a positive spin as the day stores turned “in the black” financially. Today, it marks the start of the holiday shopping season, both in stores and online.
In our previous articles, we challenged conventional ROI models for AI and introduced a multi-layered, context-driven framework for measuring AI’s unique value.
Assortment optimization is a critical process in retail that involves curating the ideal mix of products to meet consumer demand while taking into account the many logistics constraints involved. The retailers need to make sure that they offer the right products, in the right quantities, at the right time. By leveraging data and consumer insights, retailers can make informed decisions on which items to stock, how to manage inventory, and what products to prioritize based on customer preferences, seasonal trends, and sales patterns.
In today’s data driven marketing landscape, Customer Data Platforms (CDPs) have become an essential component of a successful strategy. A CDP is a centralised system that collects, cleanses, and unifies customer data from various sources to build comprehensive customer profiles.
Real estate in the Gulf is moving faster and at a larger scale than at any point in the last decade. In Dubai, more than 43,000 property deals worth AED 115 billion were recorded in Q1 2025, with nearly 70% off-plan — evidence of liquidity but also exposure to delivery and handover risks.
In this article, we explore why marketers – despite having more data than ever – struggle to turn it into actionable insights, and how AI Agents promise to deliver autonomous, high-value recommendations. Yet there’s a hidden barrier few talk about: inconsistent naming conventions. Without a standardized structure, AI Agents can’t reliably read, unify, or optimize your campaign data. Daniel shows why grounding your AI Agents in clean, enforceable data is critical for cross-channel analysis, faster insights, and confident budget decisions.
MotherDuck extends DuckDB's analytical performance to the cloud with collaborative features, delivering 4x faster performance than BigQuery and cost savings over traditional data warehouses through serverless, pay-per-use pricing. Following the announcement of MotherDuck’s new European cloud region, we were impressed by its performance and attractive pricing. MotherDuck can already be integrated into your gold layers in order to accelerate the serving of data use cases while saving costs at the same time. See performance benchmark.
The travel retail sector is at a fascinating crossroads. Passenger numbers across air and rail have rebounded to pre-COVID levels and are set to grow steadily in the years ahead - in stark contrast to declining footfall on the high street. Yet beneath this apparent recovery lies a challenge: spend per passenger remains 15% lower than before the pandemic, squeezed by rising costs and increasingly value-conscious travellers.
