Apache Spark is an open source cluster computing platform designed to process big data as efficiently as possible. Sound familiar? That's what Hadoop is designed to do. However, these are distinctly different, but complementary, platforms. Hadoop is designed to process large volumes of data that lives in an Hadoop distributed file system (HDFS). Spark is also designed to process large volumes of data, but much more efficiently than MapReduce, in part, by caching data in-memory. But, to say that Spark is just an in-memory data processing platform is a gross oversimplification and a common misconception. It also has a unique development framework that simplifies the development and efficiency of data processing jobs. You'll often hear Hadoop and Spark mentioned in the same breath. That's because, although they are independent platforms in their own right, they have an evolving, symbiotic relationship. Application development and delivery professionals (AD&D) must understand the key differences and synergies between this next-generation cluster-computing power couple to make informed decisions about their big data strategy and investments. Forrester clients can read the full report explaining the difference and synergies here: Apache Spark Is Powerful And Promising
I have been working on evaluating a range of vendors for the CRM Wave which will be published in March. What I am seeing is that core CRM capabilities are very, very commoditized. Just about every vendor can check the box on core SFA and marketing automation features. There's a bit more difference if you look at customer service capabilities over social, digital and self service channels but all evaluated vendors handle core case management adequately. So what does this mean to the buyer who is looking for a CRM?
Choose a solution that is right-sized for your business. Some CRM vendors target the complex, global enterprise. These solutions are typically heavyweight and replete with features that are often customized to meet specific business requirements. Other CRM vendors target small to midsize organizations with a breath, but not necessarily a depth of capabilties. For smaller organizations too many features are often an overkill for organizations with lightweight needs, so make sure you understand the target user of the CRMs under evaluation.
You are running from the office to your car to pick up the kids and while you are at it you think "OMG! Valentine's day is coming, I forgot to order the flowers for my wife." You pull out your mobile phone and stop on the side of the road to log on to your favorite Valentine's specialty retailer - leveraging a mix of digital retailers which sell flowers (or candy or other items) and you want to order something. Unfortunately, your favorite retailer is slow and the kids start complaining in the back seat and you must drive on. Too late! You are going to break hearts (ok maybe that is a bit too much) but certainly some of the retail vendors will experience a "break" in revenue. If you are working for a retail vendor, Mobile Application Performance Management matters - not just on Valentine's day.
See our recent report titled "Brief: Shopping Guide On Mobile Application Performance Management Solutions" so that you can get prepared. Don't wait until Easter.
There's never been a question on the advantages of open source software. Crowdsourcing, vendor independence, ability to see and in some cases control the source code, and lower costs are just a few benefits of open source software (OSS) and business model. Linux and Apache Hadoop are prime examples of successful OSS projects. It's a different story, however, when it comes to OSS BI. For years, OSS BI vendors struggled with growth because of:
The developer-centric nature of open source projects. The target audience for open source projects is developers, which means deals are mostly sealed by technology management. The industry, on the other hand, has gravitated toward business decision-makers within organizations over the last several years. However, business users are less interested in the opportunities that a collaborative open source community offers, and more concerned about ease of use and quick setup. Indeed, Forrester's research constantly finds evidence correlating business ownership as one of the key success factors for effective BI initiatives.
Do you understand your company's vision for the customer experience (CX) it wants to deliver? How many of your colleagues do? If you're a CX professional, how many colleagues have you shared your company's vision with?
My guess is not many, and I confess, it's not really a guess — I have data that shows few CX pros regularly share their CX visions/strategies with all employees, and even fewer do so in a consistent way.
And that’s a shame, because great customer experiences are built on solid strategies executed by people sharing a common vision. In other words, a CX strategy must see light to be actionable. Only then can it direct the activities and decision-making of managers and employees. In my recent research, I found successful strategy communication requires a four-phase approach:
Inspire a sense of purpose. Spare the 50-page strategy manifestos and instead share a simple illustration, video, or set of promises that captures the essence of the CX vision and draws employees in. UK airline easyJet created a one-page customer charter that described the new easyJet flying promise to customers in plain language. Its CX team developed icons to represent each of the five promises and then enlisted its customer champions to act out life-size versions of the icons for photos and video, which it plans to share internally and externally.
Instacart’s recent $2 billion valuation suggests many believe same-day delivery to be the next standard for fulfilling online orders. Online and mobile food ordering service GrubHub recently showed its commitment to delivery by announcing the acquisition of two players in the food delivery space, DiningIn and Restaurants On The Run. Amazon, too, has been expanding its already robust same-day (and same-hour) delivery initiatives in an effort to compete with the immediacy of in-store shopping, and a number of large multichannel retailers have followed suit in the hopes of beating Amazon at its own game. But can same day delivery models be used efficiently in retail without having a negative impact on profitability? Despite the hype and flashy headlines, the business case for same-day delivery remains largely uncertain—and key questions such as, “Will customers use it?” remain unanswered.
I spent Tuesday and Wednesday of this week at Finovate Europe. As always, it is a great way to spend two days thinking about digital financial innovation and how firms can deliver better experiences for their customers. Here are a few of my impressions from the two days:
Biometrics is becoming mainstream.We barely raise an eyebrow when shown authentication processes by firms like eBankIT, ID Mission, Jumio, Nice Systems and Wipro that use facial recognition, fingerprints or voice recognition because these technologies now seem almost commonplace. Yet the technologies are hugely impressive and far advanced on what was available or even possible a decade ago.
Future generations will pay differently. The credit card is one of the greatest financial innovations of all time. Yet, despite the various card innovations on show, I cannot rid myself of the belief that plastic cards will one day soon start to seem as quaint and outdated as cheques (and, indeed, business cards). There are many big obstacles on the path to mainstream mobile payment adoption, and payment habits take decades to change, but I don’t think the future is bright for plastic cards.
Earlier this week, TCS launched its CrewCollab Solution at the Singapore Aviation Festival. The sector has attracted a lot of investments from service providers lately with companies like NIIT Technologies, Pactera, Hexaware and others strengthening their portfolio of software assets for airlines. The TCS CrewCollab mobile solution – co-developed in partnership with Singapore Airlines – fills an important gap in the digital transformation strategy of airlines globally. Why is that?
The in-flight experience remains disjointed from the rest of the customer journey. Airlines like Delta, United and Emirates have already invested in developing successful digital customer experience initiatives covering the pre- and post-flight phases of the customer journey. However, airlines typically struggle understanding and serving their customers as they board the flight, customer data being seldom available to the cabin crew.
On February 9, SAP announced the launch of its next-generation enterprise process application, SAP Business Suite 4 SAP HANA (S/4HANA), in China. This is the third product launch event of SAP globally but it’s the first event during which the product is being launched with customer together.
From my discussions with Chinese customers during the event, I believe that SAP is on the right track to address their major concerns. However, enterprise architecture (EA) professionals in China should take a realistic approach when evaluating the feasibility of the architectural evolution of their enterprise process applications.
Chinese clients have suffered from complexity for a long time.As mentioned in my previous report, complexity is one of the key challenges that Chinese companies have faced in their drive to achieve business growth and product innovation, and product innovation must focus on simplicity to enhance customer experiences. This is particularly true when it comes to adopting mission-critical management software. It’s quite normal to hear complaints about the complex user interface, long implementation times, and the significant effort required to maintain and customize software; customization is much more popular and necessary in China than elsewhere due to the need for various types of localization.
Having just watched 72 demos at FinovateEurope, I can confirm that digital financial innovation is alive and kicking. Over the last couple of days, I have seen a number of inspiring solutions to deal with some of the most difficult problems facing financial services today. The main themes at Finovate this year included simplifying and lowering the cost of payments, improving authentication and customer onboarding, using data to generate new value for personal and business bank customers, and making bankers more productive and efficient through, for example, artificial intelligence technology.
Digital executives at financial firms are taking note – the audience was packed with executives from Europe’s main banks. And rightly so. To be innovative, banking executives need ideas, data, technology, software development skills, design experience, and change management support. Often, they can't source these components internally in a timely and cost-effective manner. Partners such as innovation agencies, systems integrators, startups, adjacent firms, and even competitors can help them add capabilities quickly. This is prompting the rise of ecosystems of value – a key feature of digital business transformation. By utilizing partners' digital assets, ecosystem participants are able to hone their products and services fast and furiously — in essence, out-innovating the competition.