Let me start by posing a question: "Are you forecasting at the edge to anticipate what consumers want or need before they know it?" Not just forecasting based on past demand behavior, but using real-time information as it is streaming in from connected devices on the Internet of Things (IoT).
Ya no se trata de imaginar cosas. Cada día las empresas enfrentan miles de desafíos. Desde decisiones de negocio hasta procesos operativos, pasando por la manera de relacionarse con sus clientes o de preparar los informes de cumplimientos regulatorios o cuidarse de los ataques o fraudes. No son escenarios que
There's been a lot of talk in the media lately about the death of retail. Every week, it seems like another retailer announces the closing of stores, acquisitions or even going out of business. Many relate it to the growing competitive landscape with the convenience of online shopping and lure
When presenting information in form of a graph we show the data and let the reader draw the inferences. However, often one may want to draw the attention of the reader towards some aspect of the graph or data. For one such case, a user asked how to highlight one
Are you caught up in the machine learning forecasting frenzy? Is it reality or more hype? There's been a lot of hype about using machine learning for forecasting. And rightfully so, given the advancements in data collection, storage, and processing along with technology improvements, such as super computers and more powerful
여러분은 어떻게 쇼핑하나요? 온라인 쇼핑몰, 모바일 앱, 소셜 미디어 등 디지털 기술의 발전과 함께 현대인의 쇼핑 방법은 점점 더 다양해지고 편리해지고 있습니다. 동시에 기업이 고객과 만나는 접점은 그 어느 때보다 많아졌는데요. 그만큼 기업의 디지털 마케팅 전략 또한 여러 기술 요소와 방법론이 혼용되는 하나의 큰 생태계로 발전을 거듭하고 있습니다. 그 생태계의 기반에 디지털
Kim Kaluba describes how a customer data strategy can help you achieve an omnichannel vision.
In nahezu einem Jahr findet die neue EU-Datenschutz-Grundverordnung (DSGVO) Anwendung. Wer bisher dachte, das hat noch Zeit und wird nicht so heiß gegessen, wie es gekocht wird, der wurde von der Ankündigung des Bayerischen Landesamts für Datenschutzaufsicht überrascht: Bayern kündigt schon erste Kontrollbesuche an. „Abwarten und nichts tun ist mehr
La industria de Retail se encuentra en un proceso de transformación fundamental impulsado por las tecnologías digitales. Y a medida que los minoristas se adaptan a la era digital, la línea entre el comercio físico y el digital se está volviendo cada vez más borrosa. Desde la perspectiva de los
The widespread adoption of the term "analytics" reminds me of the evolution of the term "supply chain management." Initially the term focused on supply chain planning. It involved demand and supply balancing and the heuristics and optimization tools that came out of advanced planning and scheduling. Over time practically everything was included
Kennen Sie Kevin Ashton? Der britische Technologie-Pionier hat am Massachusetts Institute of Technology (MIT) einen internationalen Standard für RFID mitbegründet. Was aber vielleicht noch wichtiger ist: Vor fast 20 Jahren hatte er eine Vision von Computern, die Informationen über Gegenstände des Alltags und der Fabrikation sammeln und mit diesen Daten
Success in the retail space boils down to one simple function: the conversion of sales. However, retailers can only do this if they have stock readily available. Missing a sales opportunity due to poor stock management just won’t cut it in today’s marketplace. How can we resolve this basic problem
Durante el Omnichannel Analytics Forum, Dan Mitchell, Director de la Práctica de Negocio Retail en SAS, compartió con la audiencia cómo la industria minorista se ha consolidado y enfrentado a un ambiente volátil, dando como resultado la búsqueda de nuevas formas de acercamiento con el cliente. “La ejecución omnicanal es
온라인 활동부터 오프라인 구매 및 소셜 노출에 이르기까지 Walmart는 전 세계 어느 리테일러보다 광범위한 고객 네트워크를 자랑합니다. 글로벌 고객 인사이트 분석 부문 수석 이사인 다니엘 소프(Daniel Thorpe)에 따르면 회사의 주간 소셜 노출만 30만 건에 달한다고 합니다. 소프는 분석 팀을 이끌면서 고객 스스로 생산하는 행동 데이터를 기반으로 고객에 대한 전반적인 이해를
사물 인터넷(IoT)은 기본적으로 센서가 내장된 장치가 서로 연결되어 구성하는 네트워크를 말합니다. 이러한 장치들이 네트워크나 클라우드 기반 소프트웨어 플랫폼을 통해 물리적 세상에서 데이터로 소통하고, 분석하고, 공유할 수 있는 것도 IoT가 있기에 가능합니다. 리테일 분야에서 ‘사물’의 범주에 RFID 재고 추적 칩, 기존의 매장 내 적외선 방식 풋 트래픽(foot traffic) 카운터, 셀룰러 및 Wi-Fi
Users frequently ask how to plot their data as markers on a map. There are several ways to do this using SAS software. If you're a Visual Analytics user, you can do it using a point-and-click interface. But if you're a coder, you might need a little help... In this
This article is motivated by a recent question on the Communities Web Site on creating a scatter plot with additional summary information. Recently, I described how to create a scatter plot with a box overlay. While such graphs have been discussed in earlier posts, this article provided a visual benefit
Omnichannel Analytics are helping companies uncover patterns in big data to improve the customer experience. Using those insights, companies can anticipate what consumers are planning to purchase and influence that purchase in real time. Companies are experiencing unprecedented complexity as they look for growth and market opportunities. Their product portfolios are
This is the 4th installment of the Getting Started series. The audience is the user who is new to the SG Procedures. Experienced users may also find some useful nuggets of information here. Series plots are frequently used to visualize a numeric response on the y-axis by another numeric variable on
Am 14. März findet in Frankfurt in der „Klassikstadt“ das Customer Intelligence Forum 2017 statt. Ich habe vorab Dr. Jörg Reinnarth, den Geschäftsführer vom SAS Partner Cintellic, gefragt, welche Rolle seiner Meinung nach Analytics in Sachen Marketingmaßnahmen & Co. in Zukunft spielen wird. Er sieht vor allem einen Kulturwandel auf
Machine learning is a type of artificial intelligence that uses algorithms to iteratively learn from data and finds hidden insights in data without being explicitly programmed where to look or how to find the answer. Here at SAS, we hear questions every day about machine learning: what it is, how it compares to
Self-Service Business Intelligence (BI) wartet mit einer ganzen Reihe von Vorteilen auf, einer der wichtigsten ist sicherlich Agilität. Doch gerade diese Agilität kommt manchmal der Governance eines Unternehmens in die Quere. Nicht selten passiert es, dass Anwender angesichts des blinkenden schönen Self-Service-Visualisierungstools die vereinbarten Regeln außer Acht lassen. Hier die
En el día de San Valentín, el amor no siempre toca la puerta. Cuando esto ocurre en una organización del sector retail, resulta devastador: una tienda con mercancía ideal para la jornada —confitería, tarjetas, joyería, ropa y accesorios— que es ignorada por los enamorados. Una indiferencia que, en la industria
Definir las prioridades de negocio y gestionarlas con analítica conduce a un camino exitoso. Ante la transformación digital que viven las organizaciones de las diversas industrias del mercado, el CIO se convierte en ese agente de cambio que habilita el camino hacia la innovación y éxito de la organización. Cuestionarse
A diario, las empresas compiten aguerridamente entre sí para atraer nuevos clientes, conservar los que ya tienen y asegurar su lealtad por mucho tiempo. Sin embargo, no es una tarea fácil, especialmente cuando los consumidores están más conectados e informados que nunca y su entorno es cada vez más competitivo.
Actualmente es muy común escuchar conversaciones relacionadas a la necesidad de transformar el negocio para competir en el nuevo entorno digital, incluso algunas organizaciones están diseñando sus planes para llevar a cabo esta transformación. Los principales cambios que se están planteando en las organizaciones están relacionados con la necesidad de
Here in the US, it's Girl Scout cookie season. This is when you get to spend a few bucks on cookies, break your New Year's resolution about losing weight ... and feel good about it, because the money's going to a good cause. Or is it? - Let's break down
Antes que el data management existiera como lo conocemos actualmente, la información generada en las empresas era depositada y centralizada en un solo lugar, el denominado enterprise data warehouse (EDW). Los EDW´s han sido de gran utilidad sobre todo para datos estructurados, transaccional e internally generated. Sin embargo, el big
Omnichannel shoppers have been disrupting retailers for years, and its likely to top the industry’s agenda of challenges for years to come. But optimization, an omnichannel analytics technology, can help harness the positives of omnichannel retailing and minimize showrooming. Consider this everyday retail dilemma: E-commerce sales are growing, but in-store
Si se desea comprender cómo se desarrollan los procesos de Data Management y con ello poder hacer uso de todos los beneficios que éstos ofrecen, como primera instancia debemos clarificar qué es el Data Management y cómo está integrado. De acuerdo a la DAMA, Data Management Association, este concepto engloba
