Predictive analytics has become the key to helping businesses — especially those in the highly dynamic Chinese market — create differentiated, individualized customer experiences and make better decisions. Enterprise architecture professionals must take a customer-oriented approach to developing their predictive analytics strategy and architecture.
I’ve recently published tworeports focusing on how to architect predictive analytics capability. These reports analyze the trends around predictive analytics adoption in China and discuss four key areas that EA pros must focus on to accelerate digital transformation. They also show EA pros how to unleash the power of digital business by analyzing the predictive analytics practices of visionary Chinese firms. Some of the key takeaways:
Predictive analytics must cover the full customer life cycle and leverage business insights. Organizations require predictable insights into customer behaviors and business operations. Youmust implement predictive analytics solutions and deliver value to customers throughout their life cycle to differentiate your customer experience and sustain business growth.You should also realize the importance of business stakeholders and define effective mechanisms for translating their business knowledge into predictive algorithm inputs to optimize predictive models faster and generate deeper customer insights.
My colleague Henry Baltazar and I have been watching the development of new systems and storage technology for years now, and each of us has been trumpeting in our own way the future potential of new non-volatile memory technology (NVM) to not only provide a major leap for current flash-based storage technology but to trigger a major transformation in how servers and storage are architected and deployed and eventually in how software looks at persistent versus nonpersistent storage.
All well and good, but up until very recently we were limited to vague prognostications about which flavor of NVM would finally belly up to the bar for mass production, and how the resultant systems could be architected. In the last 30 days, two major technology developments, Intel’s further disclosure of its future joint-venture NVM technology, now known as 3D XPoint™ Technology, and Diablo Technologies introduction of Memory1, have allowed us to sharpen the focus on the potential outcomes and routes to market for this next wave of infrastructure transformation.
Banks and other types of firms in financial services typically like to know the answer to the question: “What are the others doing?” They leverage the answer when, for example, assessing their overall strategic position, planning for the transformation of their application landscape to a more powerful customer-centric approach, or determining the “best” sourcing approach for this transformation.
It is time to update the survey results: Forrester has just started surveying banks in North America, Europe, and further geographies about their major business drivers, the current state of their application landscape, their key issues and concerns, and their plans for the future. At a high level, the survey is designed to answer the question: “What are others doing?” Phrased in a different way, it targets the question: “What are the key trends regarding the transformation of the application landscape in financial services in the Age of the Customer?”
To make this survey successful, Forrester needs your help. If you are working in financial services in any role that is related to financial services business applications, architecture and strategy, please participate in Forrester’s Global Financial Services Architecture Survey 2014. If you have not yet received an email invitation, please contact me – JHoppermann (at) Forrester.com and I ensure that you will receive a link to the online survey.
The bank I mainly use for my daily banking needs does not offer that many examples of great customer experiences. The two reasons why my family continues to use that bank are the high number of ATMs in the area where we live and a very customer-oriented branch advisor. Our most recent interaction with that bank (but not with that advisor) delivered yet another example of “great” customer service across channels, an experience that will likely cause us to look for a new bank. The chances that this yet-to-be-determined bank can offer better cross-channel capabilities at least at some point in the future are not bad at all: Many financial services firms are evolving beyond using just a single channel to get in touch with their customers (see the figure below).
When my teenage son is interested in purchasing a mobile phone, some PC equipment, or a games console, he will typically spend weeks gathering the necessary information to arrive at a well-informed decision. He once told me that he feels this is necessary to make the best use of his savings — a trait that I do not always observe banks around the world exhibiting.
Recently I had a phone call with a few people from the business side of a medium-size bank somewhere in the world. Their challenge? They wanted to use the best method to find the mobile banking application most suited to their bank. Their real challenge? They had no time to make a deeper assessment of their individual business and technology situation and only wanted to get proof that their approach would be the right one. They wanted a clear recommendation within a few days.
Unfortunately, it’s not that easy. When I know nothing about a bank’s business environment, its supporting application landscape, and its underlying technology, I am very reluctant to offer more than a long list of business applications, regardless of whether the topic at hand is mobile or cross-channel solutions, core banking, or something else. This is in line with a research report about best practices for banking platform transformation that Forrester published some time ago. At the time, we identified a few key reasons common to major banking platform transformation failures. One of those reasons: ill-designed shortcuts.
Forrester’s latest survey on financial services architecture shows that financial services firms in general, and banks in particular, put a high priority on a few selected topics (see the figure below). Our banking-specific research for AD&D professionals has focused on topics like banking architecture, banking platforms including core banking, Internet and mobile banking (to be published soon), and multichannel enablement. Forrester’s more industry-neutral research has covered aspects such as analytics, business intelligence, big data, customer relationsship management and other, less industry-specific, areas of business applications.
We have also started preparing a report about the key building blocks of today’s risk management solutions. However, my recent discussions with Forrester clients have covered plenty of additional topics, including anti-money-laundering, branch apps, private wealth management, lending in retail/consumer banking, corporate/commercial lending and its syndicated flavors, mortgages, trading, and treasury, just to mention a few.
During the past decade, I have worked with many analyst relations (AR) people as well as specialist AR firms. I have never blogged about them in the past, and I have no intention to do so in the future. Earlier this week, however, I saw that an employee of one of the specialist AR firms authored and published a comment on my most recent report: “Global Banking Platform Deals 2011: Functionality”.
This comment gives the impression that my report only provides common wisdom in that it only suggests that “one of the key differentiators for system selection is a strong track record.” The author also explains that this “may be at odds with the current market landscape as new regulations are set to change the way that the capital markets work and vendors are all developing new functionality to cope” – just to mention a few examples.
My perception is that the author either did not read my entire report or preferred to focus on the six-and-a-half-line summary of an eleven-page report – with a comment that is longer than the summary. Why this perception? First of all, the report is about banking platforms, and Forrester’s definition of banking platforms does not even mention capital markets. More importantly, I do not disagree at all with the author’s statement as far as the relevance of supporting new regulation is concerned – just the opposite, albeit more from the perspective of retail/consumer, private, or corporate/commercial banking.
When designing application infrastructure strategy, planning for the renewal of their application landscape, or assessing their overall strategic position, banks and other types of firms in financial services typically like to know the answer to the question: “What are the others doing?”
It is time now to update the survey results: Forrester has just started surveying banks in North America, Europe, and further geographies about the current state of their application landscape, their key issues and concerns, and their plans for the future. At a high level, the survey is designed to answer the question: “What are others doing?” Phrased in a different way, it targets the question: “What are the key trends regarding the transformation of the application landscape in financial services in its multiple facets?”
To make this survey successful, Forrester needs your help. If you are working in financial services in any role that is related to financial services architecture and application delivery (including the more planning-and-strategy-oriented aspects of application delivery), please participate in Forrester’s Global Financial Services Architecture Survey 2012. Please contact Reedwan Iqbal (firstname.lastname@example.org) who will send you a link to the online survey.
Some people say that the old Maya calendar predicts that the world will end in the year 2012. Will this happen? Most likely no. Without judging anybody’s beliefs in this ancient calendar: Some experts say that the Maya calendar is like a five-digit odometer in your car: When it reaches 99,999 kilometers or miles, it will restart at 0. However, 2012 is beginning to show the ingredients of the long-expected stronger consolidation in the banking platform space.
While it is not yet clear whether Misys and Temenos will merge to move out of the gap between gorillas and antelopes, French software and services company Sopra announced “a project to acquire a majority stake in the Belgian company Callataÿ & Wouters (C&W).” For obvious reasons, it is too early to provide any detailed comment on this announced merger. However, I see two initial areas of interest:
Sopra’s ability to integrate the new capabilities technology-wise and organizationally. Sopra has acquired firms in the past. However, its acquisition speed has accelerated enormously: It acquired Delta-Informatique in October 2011 and proposed the acquisition of Tieto Corporation’s UK financial services product business and the UK subsidiary of Business & Decision on February 13 — just four days ago.
Less than a week ago, initial information became public that Misys and Temenos may intend to merge. On February 7, 2012, a press release stated that “Temenos and Misys today confirm that they have reached agreement in principle on certain key terms and are in continuing discussions regarding a possible all share merger of the two groups.“ Now Misys and Temenos have about one month to finalize their merger — or abandon it. It is obvious that this merger has the ingredients to become one of the most significant mergers in the banking industry in the past few years. With the probability of the merger now sufficiently high, here is my initial take.
There are two obvious reasons for this potential endeavor of Temenos and Misys (let’s call the combined company MIsys-TemeNOS [“MiNos”] for the time being to avoid terms such as “new company” or “NewCo”):
A broader and deeper product portfolio for banking and capital markets. While Temenos has been a Global Power Seller in Forrester’s global banking platform deals survey for years, Temenos has so far struggled to win a large number of major banks as customers for its banking platform. The combined portfolio could make “MiNos” more attractive for larger as well as smaller potential customers — with an even broader set of point solutions as well as integrated apps offerings such as banking platforms.