You are currently browsing the category archive for the ‘Cloud Computing’ category.


Information management is important to every line of business that seeks to improve its business processes and decision-making. In response to pressure from those departments, CIOs and IT organizations must examine whether they have focused enough on the I for information and not just the T for technology, and if they have not,VR_leadershipwinner commit to taking this responsibility more seriously than in the past. Informatica is one vendor that realizes the potential of its information beyond just data integration, and this is reflected in its expanded product portfolio and position in the market over the last several years. Our firm has taken note of companies gaining value from using Informatica; we awarded our 2013 CIO Leadership Award to George Brenckle of UMass Memorial Health Care for his work to maximize the value of information assets through managing data innovatively. Informatica itself has enhanced its position by introducing its new brand and a new CMO and demonstrating commitment to change from its executive leadership team at the company’s recent 2013 user conference. The focus of the brand now is on helping business and IT find the full value of their information.

The Informatica name is well-known in the corridors of IT, associated with addressing the need to make data accessible and integrated anywhere. The vendor has been advancing steadily for some time. We rated it Hot in our 2012 Value Index for Data Integration, and I recently assessed its efforts at our 2013 analyst summit. Established in data integration, Informatica is now focusing on the efficient management of information assets. This is not easy for most organizations, which have data spread across applications and systems; for two-thirds of organizations, according to our research as shown in the chart, this is a barrier to managing information.

vr_infomgt_barriers_to_information_managementThe first step for the newly positioned company was to incorporate its technology into a virtual data machine (VDM) called Vibe that will make it easier to operate on any platform at any time. This approach unifies Informatica’s transformation library, optimizer, executor and connectors, which will help Informatica deploy any type of data and integration techniques on just about any platform a customer uses. Virtualizing the operations of its technology to isolate them from the platform on which it runs is a design Informatica has used before, but now the techniques and the execution of virtualization are fully realized. Opting to build integrations and deploy to any platform without the need to know the particulars of a system or technology is a wise decision for Informatica. When using Vibe it becomes simpler for organizations to run Informatica’s tools on-premises or in the cloud as they have to change nothing to run in either environment.

In addition the company has introduced a slimmer version of PowerCenter called PowerCenter Express, an entry-level product targeted for customers with smaller projects and providing a path to manage more sophisticated ones with the enterprise version. The PowerCenter Express Personal and Professional versions are available today for individual or departmental use, respectively. The Personal edition limits the number of rows used per day, which will prevent it from serious individual use in midsize and larger organizations, but it could be useful in small or lower-end midsize businesses. Informatica will need to invest to make sure prospects know it can help with smaller projects or companies with limited resources; the company is generally perceived as selling enterprise-class technology, and has limited its selection for data integration projects below the enterprise level. PowerCenter Express can support more than SQL-based sources and integrate with social media and other data integration technologies like those from Kapow Software that I have separately assessed. The Express edition will be available in July; Informatica has stated they are offering the single-user Personal Edition free of charge, and the Professional Edition for five users will be priced at $8,000 per user per year.

Informatica also announced availability of its Data Integration Hub, which I think can be as important as virtualization of the technology for many enterprises. Many want to centralize integration tasks to and from applications in a publish and subscribe method; that may be easier for managing the current and changing needs of applications and projects for some that see a centralized point-to-point movement as cumbersome. This approach, once referred to as enterprise application integration (EAI), was validated a decade ago and can remove latency in not just data transfer but in IT’s processes to get access to what is needed. Since its beginning Informatica and its products have been involved in an industry debate on the best way to pipe data across the enterprise and the company had been a staunch supporter of its approach over the hub-based approach. Now Informatica gives the customer the choice instead of championing one architectural approach over another. This is a step toward maturity in realizing that it has to adapt further to be a leader of information technology for CIOs moving forward. Data Integration Hub has been in early release and is expected to be generally available in the third quarter of 2013.

In the realm of master data management for IT organizations, Informatica vr_datacloud_data_in_the_cloud_concernshas released MDM 9.6 to help organizations that want to use this critical mastering technique in both on-premises and on-demand cloud environments and where it must be accessed within applications. The new release has advanced data masking to support more sophisticated security and compliance, easier administration and a simpler application interface for business users and analysts. The focus on data security is significant, especially in cloud computing: In our research 63 percent of organizations said that is their largest concern about moving to the cloud, as the chart shows, and in our governance, risk and compliance research 38 percent of organizations said cloud computing is risky enough that they do not use it or limit it significantly. Informatica thus has an opportunity to help them with managing and securing data assets. Coupled with connectivity to the new Informatica Data Integration Hub, master data can be deployed more simply and consistently and operated across cloud computing environments where the interchange of data across many applications is not as easy as it may sound. In a related area Informatica enhances data governance with its MDM Data Director, which monitors the stewardship of data and facilitates action upon it; as well the company made it accessible from Apple smartphones and tablet interfaces earlier this year.

Continuing a longstanding effort, Informatica has assembled industry-specific solutions such as for healthcare and insurance. Advances in the Cloud MDM release help consolidate multiple instances of salesforce.com into one in which management of accounts is simpler; this should appeal to organizations looking to enforce consistency of data across marketing, sales and customer service. For those looking to enrich their information with external data, Informatica helps bring the data types together in a common account and customer record. A realistic approach to MDM that interoperates in both the cloud and on-premises is essential for organizations as the technology architectures of information and applications diversify and are not always confined to the data center of IT.

Informatica also pays attention to the importance of business-centric product information management through its nearly completed acquisition of Heiler Software, which I assessed when it was announced. After satisfying the legal requirements of acquiring a German software company, Informatica has accelerated its efforts to use the recent Heiler Enterprise PIM 7 release across the enterprise and to suppliers. This release improves data integration for self-service access to product information and methods to apply data quality and mapping to data across the enterprise. It also helps provides better data mastering from searches and classifications and improves how it manages digital assets related to the product information. It is critical for product information management to support multiple channels, from print and commerce to procurement and data exchange. Integrated with Informatica Data Quality, PIM 7 can provide efficient processing and support of natural-language processing, which can help organizations improve data quality; 45 percent of vr_productinfomanagement_factors_changing_product_informationorganizations said that is a reason for changing PIM, according to our research. Heiler has had global success with its products, and we recently awarded the 2013 Ventana Research Leadership Award in Information Management to Sportscheck, which uses Heiler for PIM across its retail channels. We also rated Heiler a Hot vendor in the 2012 Ventana Research Product Information Management Value Index. The battle for gaining value through PIM is something I pontificated about: Some observers see this as an MDM and IT agenda, but it is not. Informatica is gaining important capabilities through its acquisition of Heiler Software.

Informatica has been slower to improve its support for big data technologies. It has been advancing in integration of Hadoop, but in other systems including appliances and in-memory computing Informatica will need to step up its efforts to be a market leader. At the Informatica World conference the company demonstrated simple methodsvr_infomgt_obstacles_to_information_management for integration and profiling and reintegration of data across Hadoop clusters, which is part of the larger big data integration challenges that I have written about. At the conference it also announced expansion of support for MongoDB through 10gen; that will help in integration of NoSQL databases to support documents and other information that is typically not placed into rows and columns. This partnership is important for Informatica’s efforts to be an information platform provider that brings together all types of content to support business. Also in the big data realm, Informatica has worked to apply its data matching technology to support the variety and volume of data, including international data sets like those from India and China. It has done a nice job to abstract the complexities of the underlying big data technology through its common user interface, which will help organizations streamline their data needs without requiring more staffing; our research found insufficient staffing to be an obstacle to effective information management for two-thirds of organizations, as the chart illustrates.

As Informatica turns the corner from some marketing and sales challenges in 2012, it has come into 2013 with a strong focus on new products to address gaps in its product portfolio, namely virtualization, a data hub, the cloud, big data and efficiency of product information management. Each of these is a substantial achievement, but pushing all of this news to the public at once can impede getting recognition for them individually. It is a marketing challenge to pace and streamline the release of technology announcements in order to maximize credit for its contributions to helping business and IT. Informatica is not the first to virtualize its technology or to support information management in the cloud or to integrate with product information management, but it is a sizable technology company and has to understand timing and readiness of the market, and when customers are ready to make investments.

We describe Informatica’s approach as information optimization, which goes beyond just the management of information to extract full value from these investments. I articulated an example of this with big data, and information optimization is a formal research priority in our agenda for 2013. We see a new generation of information applications for businesses and then consumers and suppliers that will be realized over the coming years and can be facilitated with Information. They have made a strong move to reposition itself as capable of unleashing the information potential of organizations. Now it must demonstrate its ability to accelerate growth and become a top software provider for technology that maximizes the value of information assets.

Regards,

Mark Smith

CEO & Chief Research Officer


Information Builders  (IBI) was highest ranked vendor in Ventana Research’s Business Intelligence Value Index for 2012. The combination of data integration, business analytics, visual and data BI_VentanaResearch2012_HotVendordiscovery and performance management software in a single framework allows the company to address a range of both IT and business user needs and gives it a measure of advantage in an intensely competitive market. At the same time, emerging trends are disrupting the BI category, which seemed mature not long ago. The 2013 IBI user conference in Orlando showed how the company is addressing these industry trends. (For analysis of last year’s event, see my colleague Mark Smith’s comments).

At the core of the IBI strategy are its WebFocus 8.0 platform and iWay, its information management suite of software. Our benchmark research into Business Technology Innovation shows that data preparation and quality are critical challenges and time consuming activities impacting analysts in 42 percent of organizations, so information management must be part of any general discussion of business intelligence. The latest release, iWay 7, was announced at the conference. It can integrate more than 300 data sources using prebuilt adapters and handles data preparation and quality and multidomain master data management. Management spun off iWay into a separate operating company but brought it back into the core business recently as executives recognized the trend toward big data and what we call information optimization. The combination of data integration with business intelligence is a critical factor for business intelligence companies in large part because big data integration is essential to big data analytics. The ability to denormalize data and combine diverse data into a wide single view of an analytical data set is an important aspect of big data analytics. Information Builders uses the iWay and a columnar database called Hyperstage running on commodity servers to handle these big data challenges.

The picture of how WebFocus 8 addresses emerging BI trends is becoming clearer. The first of these trends is the necessity for self-vr_ngbi_br_importance_of_bi_technology_considerationsservice and ease of use in business intelligence tools. Our next-generation business intelligence benchmark research shows that usability is the most critical buying criterion for nearly two-thirds (63%) of organizations. IBI has prepared its applications for a broad user base through capabilities that enable the Web-based WebFocus to deliver features normally associated with desktop software. Additional functionality provided through InfoAssist, a component of WebFocus 8, helps power users explore data, define metrics and publish information without coding. Additionally, the suite now includes Visual Discovery, which has data mashup and discovery capabilities that enable analysts to look at data without a predefined schema and find relationships that may not have been apparent previously. Location analytics technology from ESRI, a long-time leader in location intelligence, can be incorporated into the analysis as well. Location analytics has not been given a lot of attention, but it is gaining more recognition, according to our recent location analytics benchmark research. Finally, Magnify offers a search capability for both structured and unstructured data, which helps users find business content across the enterprise. While Magnify presents a valuable search tool for analysts, the product appears to be suffering from lack of awareness. In a session on self-service BI, few attendees had even heard of it.

Analytics applied to social media is another hot topic in business, and IBI has made significant advancements with its Social Media Integration application, also part of WebFocus 8. It enables users to examine posts, blogs and other social data to detect patterns in customer opinions. Sentiment algorithms that interpret and quantify the inherent complexities of language are provided as a third-party Web service or a REST adapter. Users can search via the Magnify tool and receive a robust contextual inquiry experience with tag clouds, quantitative information around mentions, and sentiment on a scale from very negative to very positive. Users can assign thresholds based on numeric value and assign appropriate stakeholders to follow up. Many marketing departments are using ad-hoc tools to drive these types of initiatives, but ultimately it makes more sense to place these queries within the context of their business intelligence initiatives; social information alone has limited value, but when married with internal metrics such as customer lifetime value, it has much more impact.

On another increasingly important front, mobile business intelligence ranks as a business priority among the six areas of technology innovation that Ventana Research studies. IBI takes a hybrid HTML5vr_ngbi_br_what_capabilities_matter_for_mobile_bi approach to mobile intelligence and analytics. That is, a user downloads a native shell from an online store associated with a particular device, and then the content is rendered through the browser via HTML5. Seeing the mobile trend early, IBI completely rewrote its charting engine to support HTML5 and Mobile Favs on the native side. This method exploits native gestures, while at the same time designers benefit from a develop once, deploy anywhere strategy. While our research shows that mobile users still prefer native applications over HTML5, the pendulum may be swinging. In December 2012 W3C, the body that oversees the HTML5 standard, agreed on candidate recommendations, which means that important companies such as Apple, Google and Microsoft have accepted standards to be implemented by the larger development community. This will help HTML5 vendors including IBI. IBI’s Mobile strategy provides robust dashboard and portal access which is a high priority for 36% of users, however IBI should work to make improvements that leverage prescriptive analytics and operational capabilities to drive proactive alerts and notifications which are the top capabilities mentioned by 42% of mobile BI users.

IBI’s cloud initiative is in the form of platform as a service (PaaS). As opposed to infrastructure as a service or software as a service, PaaS provides both infrastructure and a development environment for BI applications. IBI’s product encompasses service level agreements for testing, validation and production environments with performance tuning, database provisioning and network management. The company has 10 international data centers, which helps to overcome regulatory challenges associated with international data movement. IBI does not have a “pay as you go” usage model but treats it more as a professional service based on assessment. This matches the company’s intended brand image as a service-oriented provider. In the bigger picture of cloud computing, BI is a laggard with only a few percent of participants in our research actually having adopted cloud-based BI. Security and data movement are the biggest perceived obstacles among those organizations.

In the area of predictive analytics, IBI has embedded RStat, which uses the open source R statistical language and can be accessed vr_predanalytics_predictive_analytics_obstacleswithin Developer Studio or as part of its WebFocus BI product. While the customers I spoke with are still building their models outside the IBI system, they suggested that the models will be translated back into RStat and scored within the IBI system. Predictive analytics is a challenge for many business intelligence vendors, which until now have dealt in historical data and simple descriptive statistics. Traditional relational databases are able to provide basic descriptive functions such as min, max, sum and mean, but more advanced functions have been beyond their scope. Our benchmark research on predictive analytics shows that the difficulty of integrating predictive analytics into a current information architecture is the biggest obstacle to predictive analytics for more than half (55%) of organizations.

In a broader analytics discussion with its product leaders Kevin Quinn and Rado Katorov, an interesting analytic concept that bears on data discovery was revealed. Simpson’s Paradox is the idea that a trend that appears in a single group disappears, and often reverses itself, when combined with other data. For instance, in 1973, the University of California Berkeley was sued for discrimination against women based on the fact that 44 percent of male applicants were admitted but only 35 percent of women were admitted. While the difference is indeed significant, when the data is looked at on a departmental basis, an interesting causal variable emerges. That is, men were applying to the easier programs and women were applying to the more difficult programs. Thus it was concluded that the disparity was not due to discrimination but rather to men who applied to the university that year may simply have been a bit lazier than the women applying. The point for analytics is that many discovery tools in the market today often rely on people to make discoveries based on single groupings of variables, and such discoveries may be misleading or worse. IBI’s approach to this issue is to use data reduction techniques such as cluster analysis that allow the data to group itself in an a-priori manner, thus making it easier for the analyst to recognize important patterns among groups of variables rather than just single variables. In the Berkeley admission example, for instance, IBI’s system presumably would have linked the difficulty of the program with gender, and that insight could perhaps have prevented the lawsuit from even being filed.

In sum, IBI has a strong base in large and midsize companies due to itsVR_leadershipwinner posture as more than a BI company. Our recent recognition of Scott Franzel at OFS Brands with the 2013 Overall IT Leadership Award for their use of Information Builders is another example of its business intelligence software helping organizations and individuals be successful. Its success in extending BI to a broader base of stakeholders in both B2B and B2C markets allows the company to keep up with current trends and is at the center of the company’s big data and analytics initiatives. Companies that have already deployed WebFocus should look at the extended capabilities of version 8 and in particular the opportunity to brand information as a service throughout the organization. On a broader basis, any business group or IT department that is trying to take a customer-driven approach to business intelligence should consider IBI.

Regards,

Tony Cosentino

VP and Research Director

Enter your email address to follow this blog and receive notifications of new posts by email.

Join 78 other followers

Twitter Updates

Top Rated

Blog Stats

  • 47,647 hits
Follow

Get every new post delivered to your Inbox.

Join 78 other followers

%d bloggers like this: