Archive for the ‘cognos’ Category
Big Study On Big Data
Perfect timing.
In advance of IBM’s massive event next week in Las Vegas featuring all things information management, Information On Demand 2012, IBM and the Saïd Business School at the University of Oxford today released a study on Big Data.
![Where Big Data Comes From](https://turbotodd.wordpress.com/wp-content/uploads/2012/10/where-big-data-comes-from.png?w=300&h=271)
According to a new global report from IBM and the Said Business School at the University of Oxford, less than half of the organizations engaged in active Big Data initiatives are currently analyzing external sources of data, like social media.
The headline: Most Big Data initiatives currently being deployed by organizations are aimed at improving the customer experience, yet less than half of the organizations involved in active Big Data initiatives are currently collecting and analyzing external sources of data, like social media.
One reason: Many organizations are struggling to address and manage the uncertainty inherent within certain types of data, such as the weather, the economy, or the sentiment and truthfulness of people expressed on social networks.
Another? Social media and other external data sources are being underutilized due to the skills gap. Having the advanced capabilities required to analyze unstructured data — data that does not fit in traditional databases such as text, sensor data, geospatial data, audio, images and video — as well as streaming data remains a major challenge for most organizations.
The new report, entitled “Analytics: The real-world use of Big Data,” is based on a global survey of 1,144 business and IT professionals from 95 countries and 26 industries. The report provides a global snapshot of how organizations today view Big Data, how they are building essential capabilities to tackle Big Data and to what extent they are currently engaged in using Big Data to benefit their business.
Only 25 percent of the survey respondents say they have the required capabilities to analyze highly unstructured data — a major inhibitor to getting the most value from Big Data.
The increasing business opportunities and benefits of Big Data are clear. Nearly two-thirds (63 percent) of the survey respondents report that using information, including Big Data, and analytics is creating a competitive advantage for their organizations. This is a 70 percent increase from the 37 percent who cited a competitive advantage in a 2010 IBM study.
Big Data Drivers and Adoption
In addition to customer-centric outcomes, which half (49 percent) of the respondents identified as a top priority, early applications of Big Data are addressing other functional objectives.
Nearly one-fifth (18 percent) cited optimizing operations as a primary objective. Other Big Data applications are focused on risk and financial management (15 percent), enabling new business models (14 percent) and employee collaboration (4 percent).
Three-quarters (76 percent) of the respondents are currently engaged in Big Data development efforts, but the report confirms that the majority (47 percent) are still in the early planning stages.
However, 28 percent are developing pilot projects or have already implemented two or more Big Data solutions at scale. Nearly one quarter (24 percent) of the respondents have not initiated Big Data activities, and are still studying how Big Data will benefit their organizations.
Sources of Big Data
More than half of the survey respondents reported internal data as the primary source of Big Data within their organizations. This suggests that companies are taking a pragmatic approach to Big Data, and also that there is tremendous untapped value still locked away in these internal systems.
Internal data is the most mature, well-understood data available to organizations. The data has been collected, integrated, structured and standardized through years of enterprise resource planning, master data management, business intelligence and other related work.
By applying analytics, internal data extracted from customer transactions, interactions, events and emails can provide valuable insights.
Big Data Capabilities
Today, the majority of organizations engaged in Big Data activities start with analyzing structured data using core analytics capabilities, such as query and reporting (91 percent) and data mining (77 percent).
Two-thirds (67 percent) report using predictive modeling skills.
But Big Data also requires the capability to analyze semi-structured and unstructured data, including a variety of data types that may be entirely new for many organizations.
In more than half of the active Big Data efforts, respondents reported using advanced capabilities designed to analyze text in its natural state, such as the transcripts of call center conversations.
These analytics include the ability to interpret and understand the nuances of language, such as sentiment, slang and intentions. Such data can help companies, like a bank or telco provider, understand the current mood of a customer and gain valuable insights that can be immediately used to drive customer management strategies.
You can download and read the full study here.
Update: Also check out the new IBM Big Data Hub, a compendium of videos, blog posts, podcasts, white papers, and other useful assets centering on this big topic!
Information on Demand 2011: Big Data, Bigger Insights
Greetings from Viva Las Vegas, Nevada.
The CNN Republican debate is long over, the media circus is over, and the information gatherers for IBM Information on Demand 2011 are arriving en masse.
My Webcasting partner-in-crime, Scott Laningham, and I arrived here yesterday mostly without incident. We scoped out the situation, and decided that the Mandalay Bay Race and Sports Book was the perfect venue to sit down, have a burger, and watch the third game of the World Series.
Since baseball and data are going to be an underlying theme in Michael Lewis and Billy Beanes’ keynote about Moneyball later this week, it only seemed appropriate.
And though my Texas Rangers ended up taking a beating, we did witness some new data added to the baseball history books: The Cardinals’ Albert Pujols tied Babe Ruth and Reggie Jackson for the most home runs struck in one game of a World Series, the magic number three (to be precise, the Babe did it twice).
And though you may never be able to fully predict the specific outcome of a single baseball game, Billy Beane and his Oakland A’s team proved that you can use past player performance statistics to help build a better team, one that could compete with the “big money” teams.
Okay, so if past prediction can help prove future performance, where does that leave we Information On Demanders for this 2011 event?
Let’s start with the business benefit, which in these tough times are necessary for even the most profitable of enterprises.
IBM studies have demonstrated that the performance gap between those leaders and the laggards and followers is widening: Organizations that apply advanced analytics have 33% more revenue growth and 12X more profit growth.
That ought to get some executive attention.
But we’re also seeing some major shifts in the external environment. Information is exploding. We’ve now got over 1 trillion devices connected to the Internet, and we’re expecting 44X digital data growth through 2020.
And yet we’re also finding that business change is outpacing our ability to keep up with it all: 60% of CEOs agree they have more data than they can use effectively, and yet 4 out of 5 business leaders see information as a vital source of competitive advantage.
So what’s the remedy? Well, those flying in to Vegas have taken the first step, admitting they have a problem (No, not “The Hangover” type problems — you’ll have to talk to Mike Tyson about those).
No, successful organizations are turning all that data into actionable insight by taking a more structured approach through business analytics and optimization (BAO).
They’re embracing it as a transformational imperative, and demonstrating that they can improve visibility throughout the enterprise, enhance their understanding of their customers, and fostering collaborative decision-making while providing those key predictive insights and optimizing real-time decision making.
So, like a good baseball player, or manager, your job over the next several days here in Vegas is to do a few key things, and do them well.
Focus, keep your eye on the ball and on the topics most important and relevant to you.
Listen, including both in the general sessions and individual tracks, but also in those all important hallway conversations — you never know what you might learn.
Participate, particularly in the social media. We IBMers and our key partners want to hear from you, and we’re only a Tweet away. Use conference hashtag #iodgc2011 to speak up, as we’re listening in return.
Commit, to the actions coming out of the event that you think will be helpful to you and your organization, and to bring those business and technology goals into becoming a reality.
And one other thing…have fun! Whatever happens in Vegas may not stay in Vegas…it may even end up on Facebook…but that shouldn’t stop you from having a good time and learning a lot this week.
As for Scott Laningham and myself, we’ll be blogging and covering key sessions, and “livestreaming” from the Expo floor. Stop by and say hello.
Unleash Your Intelligence With Cognos 10
At this afternoon’s Business Analytics session, IBM Software Business Analytics’ general manager Rob Ashe introduced Cognos 10, new software that combines the most sophisticated business analytics and optimization capabilities for today’s evolving workforce.
For the first time, the new offerings combine social networking and collaboration capabilities for the burgeoning mobile workforce, expected to reach more than 1.19 billion by 2013, bringing informed decision-making to people on the front lines.
Call it the democratization of informed decision making.
With this news, IBM is bringing business analytics capabilities to the masses with a new look and feel that more closely mirrors people’s every day use of technology including support for new mobile devices and integrated social networking capabilities for faster, more collaborative decision-making.
The new software takes analytics out of the traditional format of reports and charts to a more interactive design and broader analysis and insight making it easier by providing built-in images and videos to guide business users.
They can now gain instant insight with analytics in an easy to use format anytime, anywhere on their mobile devices. These new capabilities will have a profound impact on the way all business users interact with their teams, partners, managers and customers around the globe.
Rob Ashe and his team demonstrated some of these new capabilities in the afternoon Business Analytics keynote, providing some very cool demos and an explosive (literally) introduction of the long awaited Cognos 10.
![Rob Ashe Cognos 10](https://turbotodd.wordpress.com/wp-content/uploads/2010/10/rob-ashe-cognos-10.jpg?w=300&h=199)
Rob Ashe, General Manager, Business Analytics, IBM Software, prepares to "unbox" the long-awaited Cognos 10 onstage at Information on Demand 2010.
Goin’ Mobile: New Analytics Software Brings Speed to Insight with Social Collaboration and Mobile
Spurred by the growth of mobile transactions, expected to grow by 40 times by 2015, the increase in the rate and pace of data is accelerating the IT opportunity around business analytics and optimization. When combined with the unprecedented growth of the mobile workforce, this presents an opportunity for businesses to embrace the borderless office and extract intelligence to better interact with customers.
A recent IBM study with 1,900 CFOs globally revealed analytics-driven organizations had 33% more revenue growth with 32% more return on capital invested.
To address these changing market dynamics, IBM announced a set of new business analytics capabilities in the form of Cognos 10.
Cognos 10 is a new version of Cognos software that brings together the power of social collaboration and analytics for business users to gain real-time intelligence in a single, user-friendly interface — online or through mobile devices such as iPad, iPhones and BlackBerries.
Today, with the launch of Cognos 10, IBM is delivering the most significant analytics offering since the acquisition of Cognos, one of the largest acquisitions in IBM history.
For the first time, this new software brings together the power of social collaboration with Lotus Connections software and business analytics with Cognos in one unified experience with intuitive navigation capabilities and simplified user experience.
This removes the frustration of having to interrupt user train of thought resulting from the need to switch between views to get the right information. The software supports the natural path of seamless views from browsing to investigation to decision making.
End-User Driven Analytics
This new software provides business users with an integrated view of historical information with real-time updates to give users a complete picture of their business.
Now, business users can benefit from accessing information with a range of views from simple real-time information to advanced predictive “what if” analysis.
The integrated social networking capabilities with analytics allow the employees to interact with each other in real time in communities, wikis and blogs.
This combination fuels the exchange of ideas and knowledge that naturally occurs in the decision-making process, but is typically lost in meeting notes, manual processes and emails. Users can now initiate activities, engage others with their expertise, post messages, files, links, and discuss or review opinions – all in real time for faster, more accurate decision making.
![Cognos 10 Dashboard](https://turbotodd.wordpress.com/wp-content/uploads/2010/10/cognos-10-dashboard.jpg?w=300&h=199)
The new Cognos 10 dashboard empowers the end user decision maker to manipulate their reports and make informed business decisions. No visit to the IT back office required (unless you just like making those visits.)
For example, a regional sales manager can spot a spike in sales in a popular pair of shoes with the store manager and marketing team in real time to identify the cause and brainstorm to resolve the issues around managing supply and demand.
Another scenario: Doctors can spot trends for patient treatment of certain diseases, share insight with other doctors, and agree on a preventative course of action and treatment with a team of doctors, all without having to change a single view with this in-depth information.
And yet another: A brand manager sees product sales declining and needs to discuss the issue with the store manager, production department, and marketing team – all at the same time. The manager can instantly set up a decision network to connect the right people and information to share insights and capture annotations.
Rob Ashe explained in his keynote that this was most exhaustive overhaul of the Cognos platform ever, and, appropriately enough, was driven largely by customer feedback and insight.
IBM continues to expand its multi-billion dollar investment in the business analytics and optimization market.
Over the past five years, IBM has invested more than $14 billion in 24 analytics acquisitions. Today, more than 7,000 IBM business consultants are dedicated to analytics.
Intelligence Unleashed: One Week To IOD
Speaking of connecting the dots and intelligence, I’m heading out this weekend to my fourth trip to blog and podcast from the IBM Information on Demand event.
Once again this year, the event will be held at the lovely Mandalay Bay in Las Vegas, Nevada, and latest word is we’re expecting over 9,000 people in attendance.
That’s a whole lot of Flying Elvi, and also a whole bunch of dots to connect.
Which is why this year’s theme is so key: Gain Insight, Optimize Results.
And which is also why we’re excited the Cognos Business Analytics forum will be held concurrent with IOD, and why everybody is excited about the pending, long-awaited announcement of Cognos 10.
I was briefed on the new Cognos portfolio last week from some folks in the Cognos know, and I would tell you what they told me, but then they’ll have me thrown off the top of the longtime Cognos HQ in Ottawa, and that’s a long drop, plus it’s cold, and I’m from Texas, so I’m keeping my mouth shut.
For now.
However, I am going to suggest you tune in to the IBM Business Analytics keynote by our business analytics general manager, Rob Ashe, on the morning of October 25.
You can find more details on that and Cognos 10 here. That morning, you’ll get all the details on Cognos 10 and more. Mark your calendars now!
As mentioned, I’ll be blogging the main sessions per usual, and developerWorks’ Scott Laningham and I are also going to be doing some live programming from the show floor this year.
We’ll be talking to a number of the featured subject matter experts speaking at IOD, and also generally just making a nuisance of ourselves.
Be sure to tune into the live stream so as not to miss us smacking any egg on our faces! There’s nothing like the live Interwebs!
We’ll also have a number of subject matter expert colleagues of ours blogging again from the event, including the Energizer Bunny data expert Adam Gartenberg and digital Cognos know-it-all guru Delaney Turner.
Between they, Scott, and Jennifer Sussin, who helps us all maintain our social media scheduling sanity, we should have close to gavel-t0-gavel coverage.
All that, of course, does NOT include all the Tweeting, videocasting and blogging being done by our business partners, customers, analysts, and the major media.
Know that we look forward to it all, and to help you more carefully monitor the IOD 2010 firehouse (Twitter Hashtag: iodgc and baforum), we’ve pulled together the IOD 2010 Social Media Aggregator.
It’s a lot of information to keep it up with, I know, but that’s why Cognos is going to play such a key role on the information agenda moving forward: To help customers around the globe separate the wheat from the chaff, gain new business insights, and share those insights in their organization with the people who matter most.
We look forward to seeing you in Vegas or for hearing from you across cyberspace — I’ll be the one wearing the gold chains.
Santa Wants An iPad
Our Business Analytics and Optimization group in IBM Global Business Services have been some busy little beavers, helping clients in the electronics industry prepare for the inevitable holiday sales onslaught.
And according to their most recent prognosis, Santa looks as though he may have to go on a hiring binge this holiday season.
That’s because here in the U.S., retailers of electronics and appliances are expected to grow sales of those products by $739M U.S. in September and October alone.
The forecast represents a five percent increase compared with the same period last year. (See graph below.)
This analysis exemplifies the kind of actionable business insight that IBM’s business analytics specialists are working to produce across a range of industries.
This data was produced using sophisticated algorithms and 18-years of historical data, and the forecast analyzes both long-term trends and seasonal peaks to provide a highly-accurate projection of industry sales.
“The forecast indicates that retailers should consider maintaining inventory levels, especially in the hot categories,” said Global Business Services partner Michael Haydock, IBM’s leader for retail analytics. “They should also make sure that stores are staffed with skilled personnel who can assist customers with complex purchases; and continue to invest in advertising leading up to the holidays.”
The retail electronics and appliance market got off to a slow start in 2010 with combined January and February sales down $846 million, or 5 percent, from the same period in 2009.
March, April and May recovered with an overall revenue increase of $483 million, or 2 percent compared with the 2009 period. In September and October 2009, sales were down $1.072 billion, or 6.6 percent, compared with the comparable months in 2008.
Haydock noted that disposable income, as reported by the U.S. Commerce Department, is on the rise, as is the household savings rate, perhaps indicating pent-up consumer demand.
The IBM forecast is produced using statistical and analytical software to evaluate both the long-term sales trend and seasonal peaks.
IBM consultants use these predictive techniques to help clients improve performance by addressing complex issues of supply and demand. These techniques also aid clients in planning product mix and new store locations.
In producing the forecast, IBM uses economic data gathered by the U.S. Census Bureau. The data is derived from a survey of retail establishments engaged in electronics and appliances as their major line of business.
Products include TVs, cell phones, personal computers and tablet computers, radios and stereos, refrigerators, dishwashers, ovens, and other devices.
All of this data includes the thousands of dollars in electronic goods that the Turbomeister spends on each and every year (including this year’s iPad!).