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Posts from the ‘Analytics Predictions 2012’ Category

Oct 31

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SaaS Adoption Accelerates, Goes Global in the Enterprise

In working with manufacturers and financial services firms over the last year, one point is becoming very clear: SaaS is gaining trust as a solid alternative for global deployments across the enterprise.  And this trend has been accelerating in the last six months.  One case in point is a 4,000 seat SaaS CRM deployment going live in Australia, Europe, and the U.S. by December of this year.

What’s noteworthy about this shift is that just eighteen months ago an Australian-based manufacturer was only considering SaaS for on-premises enhancement of their CRM system.  What changed?  The European and U.S. distribution and sales offices were on nearly 40 different CRM, quoting, proposal and pricing systems.  It was nearly impossible to track global opportunities.

Meanwhile business was booming in Australia and there were up-sell and cross-sell opportunities being missed in the U.S. and European-based headquarters of their prospects. The manufacturer  chose to move to a global SaaS CRM solution quickly.  Uniting all three divisions with a global sales strategy forced the consolidation of 40 different quoting, pricing and CRM systems in the U.S. alone.  What they lost in complexity they are looking to pick up in global customer sales.

Measuring Where SaaS Is Cannibalizing On-Premise Enterprise Applications

Gartner’s Market Trends: SaaS’s Varied Levels of Cannibalization to On-Premises Applications published: 29 October 2012 breaks out the percent of SaaS revenue for ten different enterprise application categories.  The greener the color the greater the adoption.  As was seen with the Australian manufacturer, CRM continues dominate this trend of SaaS cannibalizing on-premise enterprise applications.

Additional take-aways from this report include the following:

  • Perceived lower Total Cost of Ownership (TCO) continues to be the dominant reason enterprises are considering SaaS adoption, with 50% of respondents in 2012 mentioning this as the primary factor in their decision.
  • CRM is leading all other enterprise application areas in net new deployments according to the Gartner study, with the majority of on-premise replacements being in North America and Europe.
  • Gartner projects that by 2016 more than 50% of CRM software revenue will be delivered by SaaS.  As of 2011, 35% of CRM software was delivered on the SaaS platform.  Gartner expects to see SaaS-based CRM grow at three time the rate of on-premise applications.
  • 95% of Web analytics functions are delivered via the SaaS model  whereas only 40% of sales use cloud today according to the findings of this study.
  • The highest adoption rates of SaaS-based applications include sales, customer service, social CRM and marketing automation.
  • SaaS-based ERP will continued to be a small percentage of the total market, attaining 10% cannibalization by 2012.  Forrester has consistently said this is 13%, growing to 16% by 2015.
  • Office suites and digital content creation (DCC) will attain compound annual growth rates (CAGR) of 40.7% and a 32.2% respectively from 2011 through 2016. Gartner is making the assumption consumers and small businesses will continue be the major forces for Web-based office suites through 2013.
  • The four reasons why companies don’t choose SaaS include uncertainty if it is the right deployment option (36%), satisfaction with existing on-premise applications (30%), no further requirements (33%) and locked into their current solution with expensive contractual requirements (14%).

Bottom Line: Enterprises and their need to compete with greater accuracy and speed are driving the cannibalization of on-premise applications faster than many anticipated; enterprise software vendors need to step up and get in front of this if they are going to retain their greatest sources of revenue.

Source:  Market Trends: SaaS’s Varied Levels of Cannibalization to On-Premises Applications Published: 29 October 2012 written by Chad Eschinger, Joanne M. Correia, Yanna Dharmasthira, Tom Eid, Chris Pang, Dan Sommer, Hai Hong Swinehart and Laurie F. Wurster

Oct 14

Using Search Analytics To See Into Gartner’s $232B Big Data Forecast

By combining search analytics and the latest Gartner forecast on big data published last week, it’s possible to get a glimpse into this areas’ highest growth industry sectors.  Big data is consistently a leading search term on Gartner.com, which is the basis of the twelve months of data used for the analysis.

In addition, data from Gartner’s latest report, Big Data Drives Rapid Changes in Infrastructure and $232 Billion in IT Spending Through 2016 by Mark A. Beyer, John-David Lovelock, Dan Sommer, and Merv Adrian is also used.  These authors have done a great job of explaining how big data is rapidly emerging as a market force, not just a single market unto itself.  This distinction pervades their analysis and the following table showing Total IT Spending Driven by Big Data reflects the composite market approach.  Use cases from enterprise software spending, storage management, IT services, social media and search forecasts are the basis of the Enterprise Software Spending for Specified Sub-Markets Forecast.  Social Media Analytics are the basis of the Social Media Revenue Worldwide forecast.

Additional Take-Aways

  • Enterprise software spending for specified sub-markets will attain a 16.65% compound annual growth rate (CAGR) in revenue from 2011 to 2016.
  • Attaining a 96.77% CAGR from 2011 through 2016, Social Media Revenue Is one of the primary use case catalysts of this latest forecast.
  • Big Data IT Services Spending will attain a 10.20% CAGR from 2011 to 2016.
  • $29B will be spent on big data throughout 2012 by IT departments.  Of this figure, $5.5B will be for software sales and the balance for IT services.
  • Gartner is projecting a 45% per year average growth rate for social media, social network analysis and content analysis from 2011 to 2016.
  • Gartner projects a 20 times ratio of IT Services to Software in the short term, dropping as this market matures and more expertise is available.
  • By 2020, big data functionality will be part of the baseline of enterprise software, with enterprise vendors enhancing the value of their applications with it.
  • Organizations are already replacing early implementations of big data solutions – and Gartner is projecting this will continue through 2020.
  • By 2016 spending on Application Infrastructure and Middleware becomes one of the most dominant for big data in Enterprise Software-Specified Sub Markets.

  • $232B is projected to be sold in total across all categories in the forecast from 2011 to 2016. From $24.4B in 2011 to $43.7B in 2016, this presents a 12.42% CAGR in total market growth.

Search Analytics and Big Data

Big data is continually one of the top terms search on Gartner.com, and over the last twelve months, this trend has accelerated.  The following time series graph shows the weekly number of inquiries Gartner clients have made, with the red line being the logarithmic trend.

Banking (25%), Services (15%) and Manufacturing (15%) are the three most active industries in making inquiries about big data to Gartner over the last twelve months.  The majority of these are large organizations (63%) located in North America (59%) and Europe (19%).

What unifies all of these industries from a big data standpoint is how critical the stability of their customer relationships are to their business models.  Banks have become famous for bad service and according to the American Customer Satisfaction Index (ACSI) have shown anemic growth in customer satisfaction in the latest period measured, 2010 to 2011.  The potential for using big data to becoming more attuned to customer expectations and deliver more effective customer experiences in this and all services industries shows great upside.

Bottom line: Companies struggling with flat or dropping rankings on the ACSI need to consider big data strategies based on structured and unstructured customer data.  In adopting this strategy the potential exists to drastically improve customer satisfaction, loyalty, and ultimately profits.

Aug 15

Roundup of Big Data Forecasts and Market Estimates, 2012

From the best-known companies in enterprise software to start-ups, everyone is jumping on the big data bandwagon.

The potential of big data to bring insights and intelligence into enterprises is a strong motivator, where managers are constantly looking for the competitive edge to win in their chosen  markets.  With so much potential to provide enterprises with enhanced analytics, insights and intelligence, it is understandable why this area has such high expectations – and hype – associated with it.

Given the potential big data has to reorder an enterprise and make it more competitive and profitable, it’s understandable why there are so many forecasts and market analyses being done today.  The following is a roundup of the latest big data forecasts and market estimates recently published:

  • As of last month, Gartner had received 12,000 searches over the last twelve months for the term “big data” with the pace increasing.
  • In Hype Cycle for Big Data, 2012, Gartner states that Column-Store DBMS, Cloud Computing, In-Memory Database Management Systems will be the three most transformational technologies in the next five years.  Gartner goes on to predict that Complex Event Processing, Content Analytics, Context-Enriched Services, Hybrid Cloud Computing, Information Capabilities Framework and Telematics round out the technologies the research firm considers transformational.  The Hype Cycle for Big Data is shown below:

  • Predictive modeling is gaining momentum with property and casualty (P&C) companies who are using them to support claims analysis, CRM, risk management, pricing and actuarial workflows, quoting, and underwriting. Web-based quoting systems and pricing optimization strategies are benefiting from investments in predictive modeling as well.   The Priority Matrix for Big Data, 2012 is shown below:

  • Social content is the fastest growing category of new content in the enterprise and will eventually attain 20% market penetration.   Gartner defines social content as unstructured data created, edited and published on corporate blogs, communication and collaboration platforms, in addition to external platforms including Facebook, LinkedIn, Twitter, YouTube and a myriad of others.
  • Gartner reports that 45% as sales management teams identify sales analytics as a priority to help them understand sales performance, market conditions and opportunities.
  • Over 80% of Web Analytics solutions are delivered via Software-as-a-Service (SaaS).  Gartner goes on to estimate that over 90% of the total available market for Web Analytics are already using some form of tools and that Google reported 10 million registrations for Google Analytics alone.  Google also reports 200,000 active users of their free Analytics application.  Gartner also states that the majority of the customers for these systems use two or more Web analytics applications, and less than 50% use the advanced functions including data warehousing, advanced reporting and higher-end customer segmentation features.
  • In the report Market Trends: Big Data Opportunities in Vertical Industries, the following heat map by industry shows that from a volume of data perspective, Banking and Securities, Communications, Media and Services, Government, and Manufacturing and Natural Resources have the greatest potential opportunity for Big Data.

  • Big data: The next frontier for innovation, competition, and productivity is available for download from the McKinsey Global Institute for free.  This is 156 page document authored by McKinsey researchers is excellent.  While it was published last year (June, 2011), if you’re following big data, download a copy as much of the research is still relevant.  McKinsey includes extensive analysis of how big data can deliver value in a manufacturing value chains for example, which is shown below:

Apr 21

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What’s Hot in CRM Applications, 2012

Serving the sales force is a mantra and mindset that resonates through the best companies I’ve ever worked with and for.

That priority alone can help galvanize companies who are adrift in multiple, conflicting agendas, strategies and projects.  Uniting around that goal – serving sales and getting them what they need to excel – can turn around even the most downtrodden companies.  And size doesn’t matter, the intensity of focus and commitment to excel  do.

That’s why the latest report from Gartner’s Ed Thompson, What’s “Hot” in CRM Application 2012, published last Thursday resonates with me.  He’s talking about how sales strategies need to be propelled by rapid advances in mobile technology, social CRM, sales content and collaboration, and clienteling to serve the sales force more thoroughly than ever before.  His assessment of what’s hot in CRM is a great foundation for getting behind the mantra of serving the sales force and engraining it into a corporate culture while getting full value from the latest technologies.

Here are the key take-aways from the report:

  • Software-as-a-Service (SaaS) delivery of CRM applications represented 34% of worldwide CRM application spending in 2011.  More than 50% of all Sales Force Automation (SFA) spending is on the SaaS platform.  Gartner clients who are successfully running SaaS are now looking at how to get value from Platform-as-a-Service (PaaS) in the context of selling strategies.
  • CRM spending grew 13% in 2011, fueled analytical, operational and social CRM growth.  Operational CRM represents 80% of all CRM spending and grew 10% in 2011.
  • Analytical CRM, in which Gartner includes predictive analytics and market segmentation analysis, grew a solid 10% in 2011 and is having a very strong year with inquiry traffic.
  • Social CRM grew 30% in 2011 in revenue terms and is 7% of total CRM spending globally as of 2011.   90% of Social CRM spending is originating in Business-to-Consumer (B2C) organizations with the remaining occurring in B2B.
  • Gartner is projecting that CRM will be one of the top three search terms on Gartner.com throughout calendar 2012 based on the trends and volume of calls they are seeing today.
  • CEOs see CRM as their #1 technology-enabled investment in 2012 according the query calls through April, 2012.
  • CRM is ascending rapidly in the priorities of CIOs in 2012, moving from 18th place to eight place  in the latest Gartner analysis.
  • The following table of Highest CRM Application Priorities, 2012 show what’s trending within Sales, Customer Service, E-Commerce and Marketing inquiries Gartner is receiving from its clients.  Consider these as leading indicators of interest.  Over time these areas will need to solidify for forecasts to be completed.
  • Apple iPads are the great maverick buy of 2012 with thousands being purchased by Sales and Marketing management with the immediate requirement of IT integration to these devices.   IT departments are scrambling on the security issues and lack of polices on BYOD.  In enterprise software, iPads are proving to be highly effective as demo platforms for new SaaS-based applications.  They have become the new sales bag of the 21rst century.
  •  High Tech, Life Sciences and Insurance are the three industries with the greatest levels of iPad adoption as of April 2012.  Gartner is predicting that by the end of 2012, 80% of all sales representatives in the pharmaceutical industry will be using iPads for their daily sales tasks.
  • Social or community customer service is the hottest area of growth for post-sales service with high-tech, media, travel, telecommunications, retail and education-based clients dominating client inquiries.

Mar 20

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Gartner Search Analytics Shows Spike in Hadoop Inquiries in 2012 – Good News For CRM

Hadoop was one of the most-searched terms on Gartner’s website in 2011 through 2012, spiking to 601.8% over the last twelve months alone.  Additional insights from the Search Analytics on Hadoop include the following:

  • 27% of all inquiries are from banking, finance and insurance industries, followed by manufacturing (14%), government (13%), services (10%) and healthcare (8%).
  • North America (75.9%) and EMEA (13.5%) are the two most dominant geographies in terms of query volume.
  • Here is the trend line from Gartner Search Analytics:

What’s driving Hadoop’s meteoric rise in searches is a combination of industry hype about big data, CIOs getting serious about using Hadoop distributions that minimize time and risk yet deliver value, and the dominant role Amazon is playing in bringing Hadoop into the cloud.  Today Amazon offers Elastic MapReduce as a Web Service that relies on a hosted Hadoop framework running the Elastic Compute Cloud (EC2) in conjunction with Amazon Simple Storage Service (S2).

Microsoft also scored a major hiring win this week announcing that Raghu Ramakrishnan, former chief scientist for three divisions of Yahoo is now with Microsoft. Raghu is now a technical fellow working in the Server and Tools Business (STB).  He’ll focus on big data and integration to STB platforms.  Big Data on Azure will accelerate now with him on-board.

Hadoop’s Potentially Galvanizing Effect on CRM and Social CRM Analytics

The quickening pace of Hadoop adoption in the enterprise is good news for CRM and especially social CRM. Analytics and Business Intelligence (BI) are the “glue” that unify CRM and keep it in context. One of Hadoop’s greatest potential contributions is the analysis, categorization and use of unstructured content.  Marketing and sales won’t have to run three or four systems to gain insights into customer data, they can run a single analytics platform that fuels the entire selling cycle and lifetime customer value chain of their businesses.  Hadoop has the potential to make unstructured content more meaningful while also reporting the impact of customer insights on financial performance, profitability and lifetime customer value.

Translating terabytes of customer, sales, services and partner data into meaningful analytics and business intelligence (BI) is emerging as a priority for CIOs, who are sharing responsibility for driving top-line revenue growth.   Hadoop shows potential to be the “glue” or galvanizing technology base that unifies all CRM and Social CRM strategies.

To get a perspective on how fast Hadoop is being evaluated and adopted it’s useful to look at the Hype Cycle for Data Management, the latest edition published July, 2011.   This is another indicator of how quickly Hadoop and big data are gaining in terms of CIO mindshare.  Big Data and extreme information management are on the technology Trigger area of the hype cycle.  The Hype Cycle for Data Management is shown below:

Bottom line:  CRM and Social CRM will benefit more than any other area of an enterprise as Hadoop’s adoption continues to accelerate.  CIOs are increasingly called upon to be strategists, and with the ability to translate terabytes of data into strategies that deliver dollars, look for Hadoop’s contributions to drive top-line revenue growth.

Dec 26

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Analytics, Cloud Computing Challenge Flat Growth in Forrester’s Tech Market Outlook for 2012

It’s time to strip away the hype surrounding analytics, big data and cloud computing by asking how these technologies contribute  to excellent customer experiences and greater customer engagement.  Those are the real catalysts of market growth and the greatest disruptive forces at work in enterprise software today.

Filtering forecasts of future technology adoption with a customer experience and engagement mindset is essential for separating hype from reality.  Two excellent blog posts were published today that provide useful insights for doing this.  Ray Wang’s Monday’s Musings: 10 Mega Business Trends To Watch For In 2012 provides pragmatic, insightful analysis of the progression going on from transactional to personal fulfillment systems.  Many of the CIOs I’ve met with in the last two months are saying exactly what Ray has written regarding this transition.   Paul Greenberg’s CRM 2012 Forecast – The Era of Customer Engagement – Part I delivers more insight than any of the financial or industry analyst reports I’ve read in the last twelve months on CRM and its intersection to social networks.  He has defined customer engagement so thoroughly I am sure this post will be a classic, referenced for years to come.  Both posts provide an excellent framework to evaluate the upcoming wave of new forecasts due out from research firms at the start of 2012.

Having recently read Forrester’s US Tech Market Outlook For 2012 and applying the concepts Ray Wang and Paul Greenberg discuss, here are several take-aways from that report:

  • Total U.S. ICT market in 2011 was $962B with the majority being generated from software sales ($208B) followed by Telecom Services ($199B) and IT Consulting and Systems Integration Services ($188B).  The following graphic illustrates the purchase of ICT product and services in the U.S. during 2011.  As enterprise software companies are striving to deliver what Ray Wang is calling Experiential Systems, the majority of their core Intellectual Property (IP) was obtained from building Transactional Systems.  Despite this conflict, software development methodologies including Agile give the industry a fighting chance at growth in 2012.
  • Software continues to dominate both in total revenue ($208B) and growth rate, with 8.2% growth projected for 2012.  In addition to analytics and Business Intelligence (BI), Forrester is predicting an increase in ERP, Middleware and SaaS-based application growth.
  • Forrester is most optimistic in their forecasts for analytics, BI, Cloud Computing and Smart Computing.  Cloud Computing forecasts at Forrester are indexed to sales levels of NetSuite, RightNow Technologies (Oracle), Salesforce.com, and Ultimate Software.  Forrester is claiming these four vendors will generate a 23% increase in revenues in calendar Q1, 2012 over Q1, 2011, increasing and staying constant at 24% year-over-year growth from Q2 to Q4, 2012 relative to Q2 to Q4,  2011. Salesforce.com could accomplish this level of growth through acquisitions alone. They’re showing they can integrate newly acquired companies faster than Oracle, who they are challenging for global CRM market leadership in the 2012 – 2013 timeframe.  When customer experience and engagement is taken into account, the forecast seems high.  Salesforce knows how to translate trial users into customers.  The question is can they do this fast enough in 2012 throughout the enterprise and mid-tier accounts to keep up their sales growth on track while reducing churn and increasing profitability.
  • Smart Computing is defined by Forrester as platform technologies including specialized analytics, BI, service-oriented architecture (SOA) infrastructure, virtualization software, rules engines, and awareness-based technologies.  Forrester is very optimistic about this area with a growth rate second only to cloud computing. Its index of the market is based on Informatica, Pegasystems, and Tibco Software.  Forrester is predicting in calendar Q1, 2012 there will be 16% growth over Q1, 2011, followed by consistent 13% growth year-over-year for Q2 to Q4, 2012 relative to 2011.  The following graphic compares growth of both Cloud Computing and Smart Computing.

  • The inflexion point of Smart Computing will happen when analytics, BI and awareness-based technologies including RFID can be used to make customer experiences consistently positive and drive cultural change throughout a business to center on customers’ expectations.  Paul Greenberg refers to this area of customer engagement in his blog post.  I agree with him and see the real value of analytics not for reporting, but for being a barometer of just how customer-centric and focused on delivering exceptional customer experiences a company is becoming.
  • In 2012, financial services, professional services, and manufacturing will be the three industries that dominate software purchases.  Financial services (19%), professional services (15%) and manufacturing (14%) will be the largest buyers of enterprise software.  Forrester believes that ERP replacements, supply chain management (SCM) and product lifecycle management (PLM) will all be proprieties in the coming twelve months.

Bottom line: Critiquing high growth technologies based on their contribution to customer experience, engagement and the creation of Customer Lifetime Value (CLV) is what matter most. Hopefully the new wave of forecasts for 2012 and beyond will take the customer – not just technology and statistical extrapolations – into account.