Mark Smith's Analyst Perspectives

Big Data Research Agenda and Trends are Bolder in 2015

Posted by Mark Smith on Feb 7, 2015 9:46:10 PM

Big data has become a big deal as the technology industry has invested tens of billions of dollars to create the next generation of databases and data processing. After the accompanying flood of new categories and marketing terminology from vendors, most in the IT community are now beginning to understand the potential of big data. Ventana Research thoroughly covered the evolving state of the big data and information optimization sector in 2014 and will continue this research in 2015 and beyond. As it progresses the importance of making big data systems interoperate with existing enterprise and information architecture along with digital transformation strategiesbecomes critical. Done properly companies can take advantage of big data innovations to optimize their established business processes and execute new business strategies. But just deploying big data and applying analytics to understand it is just the beginning. Innovative organizations must go beyond the usual exploratory and root-cause analyses through applied analytic discovery and other techniques. This of course requires them to develop competencies in information management for big data.

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Topics: Big Data, MapR, Predictive Analytics, SAP, Human Capital, Mulesoft, Operational Performance Management (OPM), Paxata, SnapLogic, Splunk, Business Analytics, Business Intelligence, Cloud Computing, Cloudera, Hortonworks, IBM, Informatica, Information Management, Operational Intelligence, Oracle, Business Performance Management (BPM), Customer Performance Management (CPM), Datawatch, Dell Boomi, Financial Performance Management (FPM), Information Management (IM), Information Optimization, Sales Performance Management (SPM), Savi, Sumo Logic, Supply Chain Performance Management (SCPM), Tamr, Trifacta, Strata+Hadoop

Research Agenda: What Matters for Human Capital Management in 2015

Posted by Mark Smith on Feb 5, 2015 8:16:49 PM

Managing investments in people and their performance is critical to every organization. It also is complicated. To support the various aspects of human capital management (HCM), organizations often use a variety of technology including systems for human resource management, talent management, workforce management and payroll management. Often these separate systems use their own information and are not well connected to each other. Today they are deployed both on-premises and in cloud computing environments, which further complicates integration. This situation disrupts processes and challenges HR departments and leaders to invest time and resources to correct it.

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Topics: HCM, Human Capital, Human Capital Management, Operational Performance Management (OPM), Business Performance Management (BPM), Customer Performance Management (CPM), Financial Performance Management (FPM), HRMS, Supply Chain Performance Management (SCPM), Talent Management, Workforce Management

Research Agenda: Technology Innovation for Business in 2015

Posted by Ventana Research on Feb 2, 2015 7:10:13 AM

This year presents much opportunity for organizations to use a new generation of technology to compete better, be more efficient in their business operations and engage their workforces to their full potential. We have identified and begun to track the following next-generation technologies: analytics, big data, collaboration, cloud computing, mobile technology and social media, and in 2014 we added wearable computing to the list. In 2015 we will intensify our focus on all of them specifically in our research agenda and as part of our line of business research agendas.

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Topics: Big Data, Social Media, Governance, Mobile Technology, Operational Performance Management (OPM), Wearable Computing, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Collaboration, Location Intelligence, Operational Intelligence, Business Performance Management (BPM), Customer Performance Management (CPM), Financial Performance Management (FPM), Information Applications (IA), Information Management (IM), Risk & Compliance (GRC), Sales Performance Management (SPM), Supply Chain Performance Management (SCPM), Technology Innovation, Workforce Performance Management (WPM)

Beqom Simplifies Compensation in Sophisticated Ways

Posted by Ventana Research on Jan 15, 2015 10:00:51 AM

It is more important than ever for businesses to attract and retain the best talent, and managing compensation effectively is an essential tool for doing so. Obviously companies must pay well to compete, but managing salary, merit pay, variable pay and incentives for employees, tracking their hiring anniversaries and conducting accurate performance appraisals make total compensation management a complex process. All of this must be managed within budget and policy guidelines. As organizations grow and require more employees, the challenges multiply and the difficulty increases. Our benchmark research finds that inconsistent execution is the top impediment to effective compensation management for nearly half (47%) of organizations. Software designed for this purpose can help.

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Topics: HCM, Human Capital Management, Operational Performance Management (OPM), Sales Compensation, Business Performance Management (BPM), CFO, Compensation, Customer Performance Management (CPM), finance, Financial Performance Management (FPM), HR, Sales Performance Management (SPM), Talent Management, TCM, Workforce Performance Management (WPM)

Profisee Simplifies Master Data Management

Posted by Ventana Research on Jan 8, 2015 7:59:29 AM

Organizations today create and collect data at ever faster rates, and this introduces challenges in ensuring that data is not just managed but used in a consistent manner for a range of operational and analytic tasks. This is made more difficult by new data sources whose definitions vary from standard and widely used formats. Making all information available and consistent is essential to support business processes and decision-making. A key technology tool for this effort is master data management (MDM). Every business area needs MDM, whether it deals with customers, products, employees, finance or others individually or collectively in what is called multidomain MDM. It is an essential tool for data governance across an organization, which has become a focal point for improvement as many organizations spend significant time in data-related tasks. Our benchmark research on information optimization shows that preparing data for analysis (47%) and reviewing data for quality and consistency issues (45%) are the two information tasks that consume the most time. Properly used MDM enables data stewards and other IT professionals to improve the consistency and quality of departmental and enterprise data.

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Topics: Big Data, Data Quality, Master Data Management, Social Media, Golden Records., MDM, Operational Performance Management (OPM), Business Analytics, Cloud Computing, Data Management, Business Performance Management (BPM), Customer Performance Management (CPM), Financial Performance Management (FPM), Information Applications (IA), Information Management (IM), Sales Performance Management (SPM), Supply Chain Performance Management (SCPM), Workforce Performance Management (WPM)

Salesforce Analytics Cloud Delivers Wave of Elegant Dashboards

Posted by Ventana Research on Nov 5, 2014 8:25:12 AM

At this year's Dreamforce more than 140,000 people gathered in San Francisco to share the excitement about the use of technology for business. Salesforce.com’s annual conference has reached megashow status, which is a mixed blessing: Dreamforce remains social in its design, but it has become impersonal due to its size. In any case Salesforce had plenty to show off. The company has continued to enhance its cloud-based business applications for sales and customer service, and in the last year it has added marketing through acquisitions. It also has advanced the attraction of its cloud computing platform; even IT departments see its approach as a simple way to use and build applications, especially mobile ones which the ubiquity of smartphones and tablets have made critical to business. Cloud computing is becoming the defacto approach for new applications and software for business and now IT, and its importance continues to grow: Our benchmark research on business technology innovation shows that it is important or very important to more than half (57%) of organizations. At Dreamforce, Salesforce announced Salesforce1 Lightning (available in 2015), a way to assemble mobile applications that can operate across platforms. Salesforce makes the technical details of the mobile platform transparent and facilitates assembly of mobile applications.

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Topics: Sales, Salesforce.com, Operational Performance Management (OPM), Analytics, Business Analytics, Business Intelligence, Business Performance Management (BPM), Customer Performance Management (CPM), Sales Performance Management (SPM)

Teradata Takes Bigger Approach to Big Data

Posted by Mark Smith on Jun 17, 2014 9:17:38 AM

Teradata continues to expand its information management and analytics technology for big data to meet growing demand. My analysis last year discussed Teradata’s approach to big data in the context of its distributed computing and data architecture. I recently got an update on the company’s strategy and products at the annual Teradata analyst summit. Our big data analytics research finds that a broad approach to big data is wise: Three-quarters of organizations want analytics to access data from all sources and not just one specific to big data. This inclusive approach is what Teradata as designed its architectural and technological approach in managing the access, storage and use of data and analytics.

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Topics: Big Data, Teradata, Operational Performance Management (OPM), Analytics, Business Analytics, Business Intelligence, Cloud Computing, Information Management, NoSQL, Business Performance Management (BPM), Customer Performance Management (CPM), Financial Performance Management (FPM), Information Applications (IA), Information Management (IM), IT Performance Management (ITPM), JSON, Sales Performance Management (SPM), Supply Chain Performance Management (SCPM), UDA, Workforce Performance Management (WPM)

Informatica Unveils New Platform and Tools for Information Optimization

Posted by Mark Smith on Jun 3, 2014 9:09:20 AM

At the Informatica World 2014 conference, the company known for its data integration software unveiled the Intelligent Data Platform. In the last three years Informatica has expanded beyond data integration and now has a broad software portfolio that facilitates information management within the enterprise and through cloud computing. The Intelligent Data Platform forms a framework for its portfolio. This expression of broad potential is important for Informatica, which has been slow to position its products as capable of more than data integration. A large part of the value it provides lies in what its products can do to help organizations strengthen their enterprise architectures for managing applications and data. We see Informatica’s sweet spot in facilitating efficient use of data for business and IT purposes; we call this information optimization.

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Topics: Big Data, Master Data Management, Operational Performance Management (OPM), Business Analytics, Business Intelligence, CIO, Cloud Computing, Data Integration, Data Management, Informatica, Business Performance Management (BPM), Customer Performance Management (CPM), Financial Performance Management (FPM), Information Applications (IA), Information Management (IM), Information Optimization, Product Information Management, Sales Performance Management (SPM), Supply Chain Performance Management (SCPM), Workforce Performance Management (WPM), application

Pitney Bowes Brings New Software for Better Business Insights

Posted by Mark Smith on May 19, 2014 10:17:25 AM

I recently attended the 2014 global analyst summit in San Francisco hosted by Pitney Bowes, an old technology company (now in business for 94 years) that has a new focus in its software along with an entirely new executive team. These leaders unveiled a business and technology strategy meant to demonstrate the company’s commitment to software. For many years it has been known mostly for mail services and postage metering, but Pitney Bowes also has made investments in software that can help companies change their business processes by optimizing their information assets. Over the past few years the company has had its ups and downs as regards its corporate mission, as I wrote in 2012. Most of the turmoil was due to conflicting agendas from past management, but other factors were the company was not as clear in communicating the value of its combined software portfolio and not capitalizing on the demand in lines of business and IT for information management and analytics software.

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Topics: Big Data, Social Media, Operational Performance Management (OPM), Pitney Bowes, Business Analytics, Business Intelligence, Cloud Computing, Location Intelligence, Business Performance Management (BPM), Customer Performance Management (CPM), Information Applications (IA), Information Management (IM), Sales Performance Management (SPM), Supply Chain Performance Management (SCPM)

Technology Makes a Difference for Location Analytics

Posted by Mark Smith on Apr 1, 2014 12:48:46 AM

Our latest benchmark research into the market for location analytics software finds significant demand for location-related technology that can improve business outcomes and generate relevant information for various types of users. (Location analytics is an extension of business analytics that can enhance the sophistication of data and processes by adding a geographic context.)  My last analyst perspective on this topic discussed the business value of insights based on geography and what organizations are doing to advance their efforts here. Our research also shows, however, that most still lack satisfaction and confidence in using the technology. Just 12 percent of all participants said they are very satisfied with the location information and analytics available in their organization. Further analysis shows that satisfaction increases with use of a dedicated application for location analytics: 71 percent of those are satisfied or very satisfied, substantially more than those using location analytics within a BI tool (22%); findings are similar for both B2B and B2C use. We find similar levels of confidence in the quality of location information: 15 percent of those using a dedicated application are very confident in their location analytics. Confidence in the reliability of such information is essential to more organizations adopting location analytics.

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Topics: Big Data, Social Media, GIS, Location Analytics, Operational Performance Management (OPM), Business Analytics, Business Collaboration, Business Intelligence, Cloud Computing, Location Intelligence, Operational Intelligence, Business Performance Management (BPM), Customer Performance Management (CPM), Data, Financial Performance Management (FPM), Information Applications (IA), Information Management (IM), IT Performance Management (ITPM), Sales Performance Management (SPM), Supply Chain Performance Management (SCPM)