Machine Learning

San Mateo, Calif. - Feedzai, a data science company that uses real-time, machine-based learning to prevent fraud, it is now available in the U.S. market. With its foray into the U.S. market, Feedzai will begin selling to payment networks, banks and retailers to prevent fraud in omnichannel commerce.

Big data, the cloud and cognitive systems that learn are transforming the future of retail and IBM chairman, president and CEO Ginni Rometty explained during a stimulating and insightful presentation at the National Retail Federation’s annual convention.

“We’ve clearly entered a world that is mobile first,” Rometty said. “It is easy to say, but hard to do.”

Phoenix – Manthan Systems is introducing its ARC Pricing Optimization application. ARC Pricing Optimization offers capabilities designed specifically for the retail environment and is a part of the company’s latest release of its ARC Merchandise Analytic application, MA6.4
Specific capabilities include:

Auto Recommendation: Identify products at group or individual store level that are candidates for price changes based on performance objectives and pricing strategies.

From online social sharing to location-based targeting to new payment technologies, the retail experience is being upended and disrupted in ways big and small. Ten companies are leading the charge.

Increased immersion in technology — and increased questions about its effect on people’s lives and privacy. A rise in consumer expectations for speed. A shift to a visual vocabulary and the rise of telepathic technology. These, according to one trend forecast, will be among the main drivers of consumer behavior in 2014.

Leading specialty store retailer The Limited is working with analytics firm First Insight and had good things to say about how the tech company is impacting business at it 262 stores.

“By using First Insight to identify more winning products and price them correctly, our business will continue to increase its speed to market with the right styles at the right price”, said Diane Ellis, CEO of The Limited.  “The accuracy and scalability of the First Insight platform will drive our expanded approach to value delivery, including pricing and promotion.”

By Punit Kulkarni, Symphony Analytics

San Francisco -- Retail in the coming year will be more streamlined and integrated with online experiences, according to predictions from POS software provider Revel Systems.

In 2014, Revel Systems predicts the following industry advancements will begin to take shape:

New York -- Amazon.com made more than 2.5 million price changes a day throughout November, according to price intelligence firm Profitero. By comparison, in November, Best Buy implemented a total of 52,956 price changes every day and Walmart a total of 54,633 price changes.

Profitero’s analysis revealed that Amazon.com has increased its number of daily price changes 10-fold during the last 12 months. At the beginning of December 2012, the online retailer implemented just 269,113 price changes.

Walldorf, Germany – SAP is releasing the new InfiniteInsight solution. Based on patented automation technology from KXEN, an SAP company, the solution is designed to provide businesses the ability to deploy predictive analytics across the enterprise.

Capabilities of SAP InfiniteInsight include analytical data sets for predictive modeling, automated modeling, optimized scoring equations, and factory capability for model refreshes as needed.