Ventana Research Analyst Perspectives

Transforming Tax Departments into Strategic Entities

Posted by Robert Kugel on Feb 1, 2016 8:20:35 AM

The steady march of technology’s ability to handle ever more complicated tasks has been a constant since the beginning of the information age in the 1950s. Initially, computers in business were used to automate simple clerical functions, but as systems have become more capable, information technology has been able to substitute for increasingly higher levels of human skill and experience. A turning point of sorts was reached in the 1990s when ERP, business intelligence and business process automation software reduced the need for middle managers. Increasingly, organizations used software to coordinate activities as well as communicate results and requirements up and down the organizational chart. Both were once the exclusive role of the middle manager. Consequently, almost every for-profit organization eliminated management layers so that today corporate structures are flatter than they once were. Technology automation also eliminated the need for administrative staff to perform routine reporting and analysis. Meanwhile, over the course of the 1990s, the cost of running the finance department measured as a percentage of sales was cut almost in half as a result of eliminating staff and because automation enabled companies to scale without adding headcount. During the last recession, companies in North America and Europe once again made deep reductions to their administrative staffs, relying on information technology to pick up the slack.

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Topics: Sustainability, ERP, Governance, GRC, Human Capital, Office of Finance, audit, finance transformation, LongView, Tax, Analytics, Business Analytics, Business Performance, Financial Performance, Oracle, CFO, Risk & Compliance (GRC), Vertex, FPM, Innovation Awards, Thomson-Reuters multinational

Ventana Research Technology Innovation Awards Are More Than Cool

Posted by Mark Smith on Aug 31, 2013 1:34:18 AM

In the realm of technology that matters for business and IT, our firm as part of our responsibility continually assesses the latest technology and how it can impact organizations’ efficiency and effectiveness. Our benchmark research in technology innovation found that 87% of participants indicated the importance of increasing the organization’s value through technology innovation. Every year we take our knowledge from research and technology briefings to focus on our Technology Innovation Awards and determine the vendors and products that have the potential to drive change in the market, the competitiveness of an organization’s business and sometimes just how efficiently a company operates. Our firm believes that Innovation can come from any size technology vendor from the smallest to the largest that are measured on a spectrum of attributes that contribute to the specific impact of the technology.

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Topics: Big Data, Datameer, Mobile, Sales, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Customer, ESRI, Globoforce, GRC, HCM, Kronos, Kyriba, Location Analytics, Marketing, NetBase, Office of Finance, Overall Operational Leadership, Peoplefluent, Planview, SQLstream, VMWare, VPI, IT Analytics & Performance, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Collaboration, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Hortonworks, IBM, Informatica, Information Applications, Information Builders, Information Management, Information Technology, KXEN, Location Intelligence, Operational Intelligence, Oracle, Workforce Performance, Contact Center, Datawatch, Financial Management, Information Optimization, Johnson Controls Panoptix, Roambi, Service & Supply Chain, Upstream Works, Vertex, Xactly

International Integrated Reporting Framework Takes Shape

Posted by Robert Kugel on Apr 23, 2013 10:45:10 AM

The International Integrated Reporting Council (IIRC) recently published a draft framework outlining how it believes businesses ought to communicate with their stakeholders. In this context the purpose of an “integrated report” is to promote corporate transparency by clearly and concisely presenting how an organization’s strategy, governance, and financial and operational performance will create value for shareholders and other stakeholders in both the short and the long term. Such a report aims to address broader needs than only those of investors’ and therefore must be more than a simple extension of a company’s external financial reports, which are aimed at a specialist audience including analysts, regulators and lawyers.

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Topics: Sustainability, Office of Finance, closing, XBRL, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Information Applications, Information Management, financial reporting, FPM, SASB, SEC

The Stupidity of KPIs in Business Analytics

Posted by Mark Smith on Aug 23, 2012 11:26:45 AM

In my last rant, on business analytics and the pathetic state of dashboards, I pointed out significant flaws in business intelligence software created by technology providers and in how it is being deployed by business and IT. Now I want to follow up with some insight on disconnects to a critical asset that is essential to the success of business analytics. I mean key performance indicators (KPIs), a term used in inaccurate ways that have diminished the value of the concept for business.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, KPI, IT Performance, Key Performance Indicators, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance

WorkForce Software Focuses on Effective and Efficient Workforces

Posted by Mark Smith on Jul 27, 2012 9:20:11 AM

Our research agenda for 2012 in human capital management outlined the importance of workforce management for all organizations. One provider, WorkForce Software, provides systems that support scheduling, time and attendance, leave and absence and fatigue management. As I noted in my last analysis on WorkForce Software, the company’s focus on the fatigue aspect of workforce management, especially in white-collar environments such as transportation, utilities and healthcare, has provided them both recognition and growth. I attended the company’s first technology analyst summit this week to get a deeper view into the company and its products and see how it is shaping up in light of our research on the key applications providers in this market.

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Topics: Big Data, Sales Performance, SAP, Social Media, Supply Chain Performance, Sustainability, Human Capital Management, SuccessFactors, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, HTML5, Time & Attendance, Workforce Management

Globoforce Engages Employees with Social Recognition

Posted by Mark Smith on Jun 27, 2012 2:39:27 PM

The use of social collaboration to support human capital management is increasing as the need to engage talent becomes a higher priority in organizations. In particular, those that have a growing population of workers from the millennial generation see social media as a primary means of communication. Social collaboration is growing in acceptance – 58 percent of organizations now permit it, according to our benchmark research on social collaboration and human capital management (HCM). For many organizations, this opens up communication with employees that goes well beyond electronic mail.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Globoforce, Human Capital Management, Social Collaboration, Social Recognition, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance

Get Sales Applications That Make You Smarter and More Engaged

Posted by Mark Smith on Jun 27, 2012 2:04:03 PM

It’s clear that sales organizations need to be efficient, but many are unaware of critical applications they could deploy to establish sales excellence. In my recent analysis, “Sales Organizations Need a Swift Technology Kick, I outlined why sales departments have to look beyond using sales force automation (SFA) and spreadsheets and examine dedicated applications for improving productivity and effectiveness. Our benchmark research in sales applications found a new set of application priorities in sales organizations that you should assess to determine how well your sales efforts match up to others’. Also, in most cases, we found the prioritization and needs of sales organizations are not aligned, resulting in wasted time and likely creating a lack of access to accurate information for sales management and operations.

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Topics: Sales, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Sales Forecasting, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, SFA

Information Builders Advances Business Analytics and Big Data

Posted by Mark Smith on Jun 6, 2012 1:14:50 PM

More than 1,000 people attended the 32nd annual Information Builders Summit conference this week to learn about the company’s advances in big data, business analytics, cloud computing, mobile technology and social media, which CEO and founder Gerald Cohen announced and demonstrated during his keynote address. With WebFOCUS version 8, Information Builders has made significant strides in a range of technology areas to support analytics and visualization since my analysis after last year’s conference.

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Topics: Big Data, Mobile, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Search

Peoplefluent Advances Social Collaboration and Learning with Socialtext

Posted by Mark Smith on May 4, 2012 12:10:44 PM

This week Peoplefluent announced that it has invested in Socialtext, a company that provides social collaboration software at the enterprise level. With this strategic investment Bedford Funding, the private equity firm that owns Peoplefluent, is the direct beneficiary. Peoplefluent will extend Socialtext into the human capital management market while continuing to let the company meet the broader market interest in its offering. Peoplefluent has moved quickly to make this application and platform available to its customers.

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Topics: Sales Performance, Social Media, Sustainability, Human Capital Management, LMS, Peoplefluent, Performance, Recruiting, Research, SocialText, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, Talent Management, Workforce Analytics

Workday 16 Brings Simplicity and Mobility to Human Capital Management

Posted by Mark Smith on May 4, 2012 10:22:00 AM

Competition in the human capital management market rages on, with application suppliers racing to provide sophisticated applications that operate in the cloud. Cloud computing is a key factor in advancing human capital management, included in our research agenda for this area, along with analytics, collaboration, mobility and social media.

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Topics: Sales Performance, SAP, Social Media, Sustainability, Human Capital Management, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Oracle, Workforce Performance, Compensation, HR, HRMS, Talent Management, Workday, Workforce Analytics

Customer Engagement Day Reveals New Issues and Opportunity

Posted by Richard Snow on May 1, 2012 11:15:43 AM

I recently attended the second in the series of customer engagement days organized by the Directors Club (GB & NI). The format of the event was the same as the first day that I wrote about and included three keynote presentations and three roundtable sessions where attendees discussed how organizations should engage with customers. As for the first event I chaired the roundtable on perfecting multichannel customer engagement in the contact center and gave a keynote on how social media is impacting the contact center.

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Topics: Predictive Analytics, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Customer Analytics, Customer Data Management, Customer Experience, Customer Feedback Management, NICE Systems, Social CRM, Speech Analytics, Voice of the Customer, Genesys, InContact, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Customer Service, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Workforce Performance, Call Center, Contact Center, Contact Center Analytics, CRM, Desktop Analytics, Interactive Intelligence, Text Analytics, Unified Communications, Workforce Management, Noble Systems, Verint

Infor Presents Itself as a Large Software Startup

Posted by Robert Kugel on Apr 30, 2012 11:28:24 AM

Infor described this year’s Inforum user group meeting as a coming-out party for a large startup company. Such a debut was necessary because Infor had been operating in something of a stealth mode for the past three years: a limited marketing presence, no unified message and a weak, sometimes inconsistent brand identity. It also needed to formally introduce Infor to customers of Lawson, the ERP supplier it acquired last year. The “startup” designation is meant to signal that Infor has been able to render a decade-long consolidation of dozens of smaller companies into one cohesive entity.

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Topics: Performance Management, Sales Performance, Salesforce.com, SAP, Social Media, Supply Chain Performance, Sustainability, ERP, Human Capital Management, Marketing, Epiphany, expense management, Lawson, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Information Applications, Information Management, Location Intelligence, Operational Intelligence, Oracle, Workforce Performance, CRM, finance, Infor, Supply Chain, Financial Performance Management

IBM Makes Big Data Deal for Vivisimo and Supports Cloudera Hadoop

Posted by Mark Smith on Apr 26, 2012 12:29:08 PM

Through a series of acquisitions and organic development over the last five years, IBM has established itself as a leader in enterprise big data for business analytics. I recently wrote about IBM Smarter Analytics, which brings together the company’s portfolio of software, systems and services from analytics to big data. But supporting big data requires the ability to access many sources of information; our benchmark research on big data found that more than half of organizations require information from external sources, and that requires some software flexibility.

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Topics: Big Data, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Vivisimo, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Cloudera, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), IBM, Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Strata+Hadoop

Datameer Advances Big-Data Analytics on Hadoop

Posted by Mark Smith on Apr 26, 2012 10:25:26 AM

The increasing pressure to store, retrieve and process data on an unprecedented scale in the enterprise has created a market for processes and tools to support it. Big data, as it’s widely known, is one of the six business technology innovations of the decade outlined in our research agenda, and it has created a renaissance in data management. Our benchmark research on big data finds the top benefits of it to be the ability to retain and analyze more data (74%) and to increase the speed of analysis (70%). In this context a vendor named Datameer comes in.

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Topics: Big Data, Datameer, Sales Performance, Social Media, Supply Chain Performance, Sustainability, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Strata+Hadoop

TALX Provides New Elements in Workforce Analytics

Posted by Mark Smith on Apr 26, 2012 9:57:57 AM

The workforce analytics market continues to evolve as organizations seek to improve the time it takes to find insights and employer metrics in order to meet compliance requirements, mitigate risk and enforce governance policies. TALX, a subsidiary of Equifax, provides a range of data-oriented services that help HR, payroll and tax professionals. Its integration with eVerify service assists the hiring process with I-9 compliance, and capabilities to examine workforce compensation and financial liabilities and reduce false unemployment claim costs. TALX, which has the credit files of tens of millions of employees in the U.S. through its parent Equifax, that with employee salary data provided by the employer can determine the financial health and risks of a workforce.

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Topics: Sales Performance, Social Media, Sustainability, eThority, Human Capital Management, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, Talent Management, TALX, Workforce Analytics

BizNet Enables Enterprise Spreadsheet-Based Reporting

Posted by Robert Kugel on Apr 19, 2012 10:39:20 AM

I’ve been advocating more intelligent use of spreadsheets for the better part of a decade. Ventana Research coined the term “enterprise spreadsheet” in 2004 to describe software applications that marry a Microsoft Excel user interface with a business rules server and a relational or multidimensional data store. This approach offers the best of both worlds in the sense of taking advantage of widespread familiarity and training with Excel while substantially reducing issues stemming from the desktop spreadsheet’s lack of data integrity, referential integrity and limited dimensionality as well as limited auditability and control. One example of the enterprise spreadsheet is data consolidation and data reporting software offered by BizNet Software. It enables business users to work within an Excel environment to assemble, manage and deliver periodic reports from enterprise data sources. It offers greater efficiency than stand-alone spreadsheets while effectively addressing the above-mentioned core issues.

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Topics: Planning, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Reporting, Budgeting, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Workforce Performance, Data, Financial Performance Management, Microsoft Excel, Spreadsheets

Cambridge Semantics Makes Intelligent Use of Information

Posted by Mark Smith on Apr 12, 2012 8:57:53 AM

The increasing volume of information within enterprises and on the Internet requires businesses to be smarter and more efficient in how they use it. One large challenge is navigating through information and access to the data underlying key business documents in a way that people actually think and operate. The traditional technology approach is defining a data model with a database and then mapping the data to it and is not capable of dealing with data from diverse unstructured information sources and do not provide navigation or discovery on the information. Fortunately, information technology has advanced to provide ways to build a semantic information framework over a company’s unstructured information assets in the enterprise and on the Internet.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, IT Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Cambridge Semantics, Data Virtualization, Informatics, Information Discovery

SumTotal Systems Sums Up Human Capital Management

Posted by Mark Smith on Apr 9, 2012 11:53:22 AM

Businesses’ strategic imperative to optimize human capital is creating significant energy in the market for applications used to attract, optimize and retain talent. Amid all the recent acquisitions and changes that I have been writing about in this field, SumTotal Systems seems to get less attention than its size and the reach of its business merit. The company has more than 45 million users, with more than 15 million of them operating in a cloud computing environment spanning more than 3,500 customer companies worldwide. Its investments in 2011 in mobile, social learning and workforce analytics software have become part of its HCM portfolio, as have its acquisitions of CyberShift to expand into workforce management and Accero for payroll, benefits and analytic content. The company has done a good job of extending its portfolio while improving the user experience for its customers.

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Topics: Sales Performance, Social Media, Sustainability, Human Capital Management, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, SumTotal Systems, Talent Management, Workforce Analytics

The Jobscience of Human Capital Management

Posted by Mark Smith on Mar 30, 2012 1:42:30 PM

New human capital management solutions are entering the market, aiming to simplify recruiting, hiring, onboarding and managing employees. Many such applications focus on talent management for use after employees are hired, but vendors also need to streamline tasks for recruiters, HR administrators and hiring managers. Jobscience provides software that simplifies the processes of getting the talent you want to hire ready to work as quickly as possible.

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Topics: Sales Performance, Salesforce.com, Social Media, Sustainability, Human Capital Management, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, Jobscience, Rypple, Talent Management, Workforce Analytics

Saba Expands the Concept of Human Capital Management

Posted by Mark Smith on Mar 24, 2012 10:54:55 AM

Saba this week announced its acquisition of Human Concepts, which provides applications and tools for understanding and interacting with employees through visualizations based on the organizational chart. Human Concepts had expanded its portfolio beyond tools to support planning and change processes critical for organizational succession and transition. The company has more than 500 customers worldwide, including partners like Infor, Oracle and SAP.

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Topics: Sales Performance, Social Media, Sustainability, Human Capital Management, Human Concepts, LMS, Performance, Recruiting, Research, Business Analytics, Business Collaboration, Business Mobility, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Compensation, HR, HRMS, Saba, Talent Management, Workforce Analytics

Ventana Research’s Business Technology Innovation Research Agenda for 2012

Posted by Mark Smith on Feb 24, 2012 8:08:19 AM

Now finishing our first decade of providing research and education for business and IT professionals, we at Ventana Research have learned what it takes to improve the value of processes and performance in many industries. This is no easy task; it requires thorough and wide-ranging research on the best (and worst) practices that organizations need to understand as they try to increase their competency and effectiveness – and our firm is committed to that work. For 2012 we are moving forward from the business technology revolution agenda we outlined at this time last year, including business analytics, business collaboration, cloud computing, mobile technology and social media. We have added a focus on big data, a trend that has reinvigorated the dialog about managing large volumes of data and how to use it effectively. Our research framework spans a diverse set of research agendas and practices from the viewpoints of the lines of business, IT and specific industries and knits together the necessary strategies and best practices across the four critical aspects of people, processes, information and technology.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Market Research, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Industry Analyst

Top Ten Best Practices Learned from 2011 Technology Market Chaos and Stupidity

Posted by Mark Smith on Dec 31, 2011 8:58:16 AM

While we will wait until January to publish our recommendations for the new year, we can digest the lessons learned in 2011 within the technology markets and with Ventana Research right now. That’s appropriate, since we at Ventana Research are committed to helping you with solid information and education. We help thousands of organizations make a better, faster, safer, smarter and more cost-effective environment for leveraging technology to its fullest extent. Our benchmark research worldwide across thousands of organizations of all sizes and vertical industries has found there is a lot more room for improvement than most realize or are addressing.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Market Research, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Enterprise Software, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Mobility, Operational Intelligence, Workforce Performance, CFO, Industry Analyst, Technology

SAP Aims to be More Cloudy and Mobile in 2012 and Beyond

Posted by Mark Smith on Dec 20, 2011 8:20:33 AM

I attended the annual SAP Influencer Summit (Twitter #SAPSummit), at which executives from SAP meet with analysts and customers from around the world to discuss the company’s direction. Pointing out that in 2012 SAP will reach its 40th anniversary of operations, chief communications officer Hubertus Kulpus and chief marketing officer Jonathan Becher kicked off the summit, then passed the microphones to co-CEO Jim Hagemann-Snabe and CTO Vishal Sikka for overviews of the business and technology strategies. They presented a well-rehearsed dialogue on SAP’s definition of its software business as being in two areas, the “system of record” and “system of engagement”; the first term describes its transactional applications and the second its portfolio of business analytics.

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Topics: Mobile, Sales, Sales Performance, SAP, Social Media, Supply Chain Performance, Sustainability, Human Capital Management, Smart Phones, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, Business Applications, CFO, COO, CRM, HR, Sybase, Tablets, Talent Management, Digital Technology

Can We Trust Hewlett- Packard?

Posted by Mark Smith on Aug 20, 2011 9:10:55 AM

Just when it seemed that Hewlett-Packard’s new management team led by CEO Leo Apotheker had a growing and solidifying technology agenda that included mobile computing, yesterday it all changed.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Google, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Collaboration, Customer & Contact Center, Enterprise Software, Financial Performance, Governance, Risk & Compliance (GRC), HP, Information Applications, Information Management, Information Technology, Location Intelligence, Mobility, Operational Intelligence, Workforce Performance, HP Touchpad, Digital Technology

Business Analysts, Take Control of Your Analytic Destiny

Posted by Mark Smith on Jun 24, 2011 11:35:43 AM

The recent buzz around business analytics has generated resurgent conversation about what businesses need from their data to optimize business processes and make better decisions. Our benchmark research on business analytics in more than 2,500 organizations produced unprecedented information about business and IT usage and competency with analytics. It confirmed that effective use of business analytics requires a balance of people and skills, processes, information and technology not just to provide capabilities but also to engage business analysts and users across the organization. The research also identified significant challenges facing organizations in terms of inefficient analytics processes and ineffective technology. 

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Operational Intelligence, Uncategorized, Workforce Performance, Business Planning, CFO

Information Builders Advances Business Intelligence for Smartphones and Tablets

Posted by Mark Smith on Jun 17, 2011 3:30:47 PM

At this year’s Information Builders Summit, the company’s annual conference for users and analysts (Twitter: #Summit2011) in Dallas, the long-time supplier of business intelligence and information management software showed how it has been able to sustain double-digit revenue growth thanks to highly accessible and scalable software that operates on a variety of platforms and data sources. Its recent expansion into information management, master data management and integration helps organizations link data to business analytics quickly – something our benchmark research has found to be essential. It also is continuing to advance BI on mobile devices.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Google, Playbook, RIM, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Builders, Information Management, Location Intelligence, Mobility, Operational Intelligence, Uncategorized, Workforce Performance, Digital Technology

SAP’s Opens Road for HANA and Big Data at SAPPHIRE NOW

Posted by Ventana Research on May 27, 2011 7:53:32 AM

At this year’s SAPPHIRE NOW conference (Twitter: #SAPPHIRENOW) SAP demonstrated its in-memory computing technology and applications. SAP’s High Performance Analytic Application (HANA), which I think of as a high-availability network appliance, is part of the technology industry movement to increase the performance and scalability across a range of applications, from analytics to transactions, to drive timely insights on data or real-time interactions across a business value chain that includes everyone from customers to suppliers. As part of the in-memory computing initiative, SAP demonstrated its in-memory database, which uses a columnar data store that employs technology SAP acquired with the Sybase IQ product. As I noted before the conference, in-memory technology is part of a major new focus for this global business applications company.

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Topics: Sales Performance, SAP, Supply Chain Performance, Sustainability, IT Performance, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Workforce Performance, CFO, COO

RIM Has a BlackBerry and PlayBook for Business

Posted by Ventana Research on May 25, 2011 5:46:14 AM

At its BlackBerry World conference earlier this month, RIM promoted its own tablet computer to challenge other providers’ tablet offerings. The BlackBerry PlayBook, which was unveiled at the beginning of 2011, addresses the growing demand for business mobility – a factor I noted as one of the five key business technology innovations of this year.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Google, Playbook, RIM, Smart Phones, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Location Intelligence, Mobility, Operational Intelligence, Workforce Performance, Sybase. Mobile Industry, Tablets, Digital Technology

SAP Brews New Human Capital Management for the Cloud

Posted by Ventana Research on May 25, 2011 5:40:58 AM

At SAP’s annual SAPPHIRE NOW conference (Twitter: #SAPPHIRENOW) this month, the company introduced a new portfolio of human capital management applications that will be available on many devices and added mobility options for users, including offerings for smartphones and tablets and cloud computing. This move beyond the traditional on-premises approach of SAP’s ERP Human Capital Management product suite is a critical step forward for SAP if it is to remain relevant for HR organizations.

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Topics: Big Data, Performance Management, Sales Performance, Social Media, Supply Chain Performance, Sustainability, Human Capital Management, Metrics, Mobile Applications, Business Technology Innovation, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Workforce Performance, data mart, Talent Management, Workforce Analytics

IBM Provides Clarity for Finance

Posted by Ventana Research on May 25, 2011 5:37:32 AM

IBM Software recently held a user group conference called Vision 2011 that focused on its Clarity Systems acquisition’s users but also covered broader finance department topics. For me, the highlight of the show was the continued evolution and enrichment of the Clarity FSR external reporting application designed to automate the close-to-report cycle. This process is commonly referred to as “the last mile of finance,” a term coined by a now-defunct company, Movaris, and adopted by Gartner. If you think about it, though, it isn’t “the last mile” for the tens of thousands of companies that don’t publish financial statements and is only one of several important finance department processes that follow the accounting close (such as internal reporting and tax statement preparation). 

Finance departments have long needed to automate the assembly of periodic documents that combine words and numbers. These documents include the quarterly and annual reports public corporations are required to submit to the United States Securities and Exchange Commission (SEC), the Canadian Securities Administrators, the United Kingdom’s Financial Services Authority (FSA) and other agencies. Historically, companies have cobbled together these filings from bits of text created by a variety of people in several departments (chiefly finance and legal), using numbers that come from a range of sources. These sources include accounting data from a consolidation system, other enterprise systems, data warehouses and spreadsheets that track headcount, leased premises, stock performance, advertising expense and executive compensation, to name just five. 

FSR automates the document creation process, eliminating the need to perform repetitive, mechanical functions and reducing the time needed to ensure accuracy and the time spent managing the process. Manually assembling this information into a document has always been a chore, even after word processing and spreadsheets were adapted to this purpose decades ago. These filings are legal documents that must be completely accurate and conform to mandated presentation styles. They require careful review to ensure accuracy and completeness. Complicating this effort recently are increasingly stringent deadlines, especially in the U.S. Anyone who has been a party to these efforts knows that there can be frequent changes in the numbers as they are reviewed by different parties, and those responsible need to ensure that any change to a number that occurs (such as the depreciation and amortization figure) is automatically reflected everywhere that amount is cited in the document (in this example, that would include the statement of cash flows, income statement, the text of the management discussion and analysis and the text or tables of one or more footnotes). Those managing the process spend a great deal of energy simply checking the document to ensure that the various sections include the latest wording, that the numbers are consistent in the tables and text, that amounts have been rounded properly (which can be really complicated) and that the right people have signed off on each and every part of the filing. FSR workflow-enables the process, meaning that handoffs are automated, participants get alerts if they haven’t completed their steps in timely fashion, and administrators can keep track of where everyone is in the process. 

Despite the fact that technology (specifically document management systems) has been widely available to automate the close-to-file process for a couple of decades, it was not widely adopted by finance departments. Some of this reflected the cost and effort required to deploy these heavy-duty systems and some was the usual “we’ve always done it this way” resistance to change. To be fair, about 50 years ago the SEC’s 10-K (annual report) and 10-Q filings were rather sparse and there wasn’t much to check. They have only gradually become the data- and disclaimer-rich documents we know today. Companies would have kept pulling these reports together manually except that the SEC mandated tagging that they use eXtensible Business Reporting Language (XBRL). This represented a tipping point in the workload because although tagging the basic financial statements is not labor-intensive, the broader requirement for tagging footnotes is. This has been enough for many companies to adopt tools like Clarity FSR. 

FSR, built on Microsoft software components, takes advantage of a wide familiarity with Excel and Word to reduce the amount of training required of end users. The time required to prepare the document is reduced, since once a company has configured its system to establish, in effect, a template, it’s relatively easy to create each quarterly or annual XBRL-tagged filing for the SEC. IBM Clarity has continued to incorporate new techniques in FSR for simplifying and further automating the creation and tagging processes. 

The users conference included a presentation by Time Warner, which was an early adopter of FSR. Its reasons for using the software to do the work, rather than relying on a third party (such as a financial printer or service provider), seem sound to me. Namely, it saves time and reduces the effort required to produce an accurate and complete document. Moreover (and personally I think this is extremely important), it gives those responsible for external financial reporting, the legal department and the company as a whole greater control over the process. Corporations can have more time (even a crucial day or two) to review what is in the document and concentrate more on what the document should contain rather than defaulting to what’s practical in the time allotted. (As they like to say in auditing, the threshold of materiality rises exponentially as deadlines near.) 

Although FSR was designed specifically for the SEC’s XBRL mandate, once FSR is in place, it can be used in many other ways. For example, Time Warner is using it to file statutory reports in the U.K. The number of jurisdictions that require XBRL-tagged filings is increasing worldwide, and not just for periodic corporate financials. This is especially true for financial services companies engaged in banking and insurance. Companies can and should also offer their financial press releases in a tagged format to make them easier for analysts and investors to incorporate these numbers in their models at the time earnings are announced. (This was one of the reasons why XBRL was created.) 

Beyond external financial reporting, FSR can be used by finance organizations to create any periodic document (even ones simply for internal consumption) that combines words and numbers. This would be especially useful where multiple people must collaborate to produce narratives and collect data from multiple sources. It can cut the amount of time and effort required to produce them and it gives whoever is responsible a valuable administrative tool for automating workflows and monitoring the status of each component.

FSR has evolved from its original release, with ongoing improvements that have increased the efficiency of the process. I think finance departments in midsize and larger corporations, especially public companies, can benefit from utilizing a tool such as FSR. I also believe most companies that are outsourcing the tagging process and have avoided automating their document assembly are making a strategic mistake. The benefits of automation are greater and the net cost of using this sort of tool is much lower than they probably realize. I recommend that companies that are considering a tool for automating their periodic external filing include IBM Clarity FSR in their software evaluation list.

Best Regards,

Robert Kugel – SVP Research

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Topics: Big Data, Performance Management, Social Media, Sustainability, Human Capital Management, Metrics, Mobile Applications, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Financial Performance, Governance, Risk & Compliance (GRC), Workforce Performance, data mart, Talent Management, Workforce Analytics

Roambi Innovates Mobile Industry with Simpler Information and Analytics

Posted by Mark Smith on May 21, 2011 3:21:43 PM

To maintain a productive workforce, businesses need to be able to put information in front of users at every level, from executives to front-line managers. Mobile technologies such as smartphones and tablets can provide analytics and business intelligence (BI), but so far this market niche has been dominated by publishing dashboards and reports that conform to the limits of mobile platforms. Analytics and BI software developers usually opt to publish charts and tables to Web pages on a smartphone or tablet. However, the usability of mobile-based Web browsers leaves a lot to be desired, which is particularly unfortunate in light of our recent benchmark research in business analytics, which found that usability was the number one consideration in 57 percent of organizations, while 89 percent said mobile applications need to be simpler to understand and use. A company called MeLLmo appears poised to capitalize on the demand for accessible mobile BI information.

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Topics: Sales Performance, SAP, Supply Chain Performance, Sustainability, Google, Smart Phones, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Mobility, Workforce Performance, Roambi, Sybase. Mobile Industry, Tablets, Digital Technology

SAP Advances Enterprise Performance Management in Version 10

Posted by Robert Kugel on May 21, 2011 12:12:30 AM

SAP announced the release of version 10 of its SAP BusinessObjects Enterprise Performance Management (EPM) Solutions suite, an enhanced and updated set of applications and capabilities for executives and managers. In our Value Index assessment of financial performance management suites and my analysis of it last year, Ventana Research gave SAP’s offering the highest score, and this new release builds on that solid foundation that I already assessed in my blog. It has been several years since SAP began acquiring and assembling its performance management and analytical software assets, and the company has progressed to the point where discussing the integration efforts is becoming irrelevant. This release revamps the user interface of the different components to provide a more consistent look and feel – a crucial factor in facilitating training and improving user productivity. Outside of the suite itself, the current release is designed to integrate better with ERP, SAP NetWeaver BW, risk management and BI. In facts it establishes a foundation for finance analytics that I have researched and is essential for doing what I call and have written about in putting the “A” back in FP&A

EPM incorporates a range of financial and performance management functionality, including strategy management, planning, sales and operations planning (S&OP), financial information management, profitability and cost management, spend management and supply chain performance management, as well as finance department process management software for financial consolidation, intercompany reconciliations and disclosure management. These components now have a more consistent user interface and all have been given some enhancements to their functionality especially in the path to supporting the need for I call integrated business planning that SAP has indicated is strategic to its future and use of its in-memory computing technology called HANA.

SAP also has improved integration of EPM with mobile devices like Apple iPad, which allows executives and managers who spend a large portion of their time away from their desks to have access to the information they need in a timely and contextual fashion, and lets them interact with the data to gain deeper understanding of underlying causes and potential outcomes. (My colleague Mark Smith covered mobile business intelligence in this blog.)

Release 10.0 includes the Disclosure Management application, which enables companies to automate the process of preparing external financial reports and regulatory disclosures. This capability will aid the increasing number of public companies in the U.S. that need to file their financial statements with a more complete set of eXtensible Business Reporting Language (XBRL) tags that I already assessed on the importance of automating. Companies can save considerable time using the software by systematizing their data collection, using workflows for managing the assembly of the text that goes into these filings, applying tags to text and data (if necessary) and automating the assembly of text and numbers in the exact format required. Automating this process gives executives more time to review filings and lessens the risk of reporting errors by changing mainly manual processes into a more systematized one. Performing this work in-house rather than outsourcing it gives companies greater control over the process and likely will save them a considerable amount of time following a relatively short learning curve. I provided some insight on this advancement when SAP acquired software assets for this new offering that has now come to market. 

The current release builds enhanced enterprise risk management procedures into the overall performance management process. Outside of financial services, few companies explicitly quantify risk in their planning and performance assessment processes. Too often, managers are evaluated solely on productivity measures and therefore can be given disincentives to weigh risk factors. These risks may be well understood by business unit and divisional managers but are almost never communicated to senior executives. As I noted in a previous blog, this gives rise to agency risk within a company.

Although almost every company is mindful of achieving its profitability objectives, many fall short in coordinating the actions of their various silos and operating units to optimize the trade-offs they must make, especially as events unfold after the annual planning process. Profitability management enables senior executives to analyze and assess alternatives and optimize these trade-offs. 

EPM 10 continues the necessary evolution of the financial performance management suite. It’s not necessary for finance organizations to manage performance and core finance operations using software from a single vendor (and most don’t). However, suites give companies the option of doing so, which can be a less costly way of buying and maintaining this functionality. Finance organizations looking at a consistent user experience and technology for GRC will find SAP BusinessObjects GRC 10 is empowered by SAP EPM 10 capabilities. 

Today, technology is pushing a fundamental shift in how companies use financial performance management software. The increasing availability of in-memory computing (HANA in SAP’s case, which my colleague David Menninger discussed in his blog), cloud computing and mobile devices enables a fundamental shift from today’s once-a-month, accounting-based rear-view-mirror approach to assessing performance via an anywhere, anytime interactive view that blends financial and operating results and provides a richer, more accurate measure of results. In fact my colleague at SAPPHIRE NOW 2011 user conference has already seen how SAP was demonstrating a new dynamic cash flow management on SAP HANA to help advance the efficiency of accounting and financial operations. 

I recommend that organizations considering any component of a financial performance management suite should include SAP BusinessObjects EPM 10 in their list of products to investigate. This application suite can clearly help finance and is a better path than doing what I call the ERP forklift migration

Regards,

Robert Kugel – SVP Research

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Topics: Planning, Sales Performance, SAP, Supply Chain Performance, Sustainability, Forecast, Office of Finance, budget, Budgeting, XBRL, Operational Performance, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Management, Workforce Performance, CFO, agile, budgeting software, CEO, Corporate Finance, Financial Performance Management, Integrated Business Planning

SAP’s New Management and Products Faces the Future at SAPPHIRE NOW

Posted by Mark Smith on May 13, 2011 1:22:58 PM

It is no easy task to change the culture of a global technology company, especially one that has a very demanding customer base with high expectations for advancing its widespread product lines. This is the challenge that SAP faces as it transitions from a company of three-letter-acronym collections of applications including CRM, SCM and ERP to one that focuses on specific business processes and needs. (My colleague recently discussed the problems in forklift migrations of ERP.)  This transition is necessitated by the shift of purchasing power and influence for applications back to business after over a decade of IT control. This alone might not seem like a drastic change, but reframing its entire dialogue and sales approach is not simple for a company the size of SAP. It must continue to grow through new applications and substantive upgrades of existing ones and cannot rely just on maintenance fees from the installed base. Over the last several months we’ve kept an eye on SAP as it builds up of its annual SAPPHIRE NOW conference, investigating changes in products and management. I’d like to share some of our firm’s analysis with those of you who have invested with or are looking to invest in SAP.

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Topics: Sales Performance, SAP, Social Media, Supply Chain Performance, Sustainability, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, Business Technology, CIO, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Information Technology, Location Intelligence, Operational Intelligence, Workforce Performance, CFO, COO

Disaster, Risk Management and the Lean Supply Chain

Posted by Ventana Research on May 12, 2011 2:40:20 PM

The earthquake, tsunami and nuclear plant trifecta that devastated Japan has had a negative impact also on companies that embraced the concept of managing a lean supply chain – one that minimizes inventories at each stage. If news accounts are to be believed, there seem to be legions regretting that decision as disruptions caused by the disasters have a ripple impact, hampering manufacturers’ ability to deliver goods worldwide. But although current events are a wake-up call highlighting the risks inherent in a lean supply chain approach, a worse danger is that some companies may overreact, especially those where blame for bad outcomes – not bad decisions – are the focal point of damaging reviews and assessments.

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Topics: Performance Management, Sales Performance, Supply Chain Performance, Sustainability, Human Capital Management, Marketing, IT Performance, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Performance, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Workforce Performance, Supply Chain

Datawatch Offers Shorter Path from Data to Information

Posted by Ventana Research on May 12, 2011 2:23:08 PM

Turning data into information for taking actions and making decisions has bedeviled businesses throughout the computer age. Many organizations have data in dozens of applications and legacy systems along with many reports in various business intelligence systems. The challenge is to get data from each of the reports and assemble it into contextualized views of information for particular business needs. In our benchmark research on what we call information applications, only 11 percent of organizations said they are satisfied with their existing efforts to do this; more than half of organizations see the current process as too slow and not adaptable to the changes that necessarily occur in assembling actionable information.

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Topics: Sales Performance, Sustainability, Reporting, Business Technology Innovation, IT Performance, Operational Performance, Business Analytics, Business Intelligence, Business Performance, Cloud Computing, Customer & Contact Center, Financial Performance, Governance, Risk & Compliance (GRC), Information Applications, Information Management, Workforce Performance, Datawatch, Document Management

HP’s New World Order according to Leo Apotheker

Posted by Ventana Research on Mar 23, 2011 9:00:23 PM

The new CEO of Hewlett-Packard, Leo Apotheker, has unveiled his vision of the future in the consumer and enterprise markets. His announcement carried some suspense after interviews in which he said “HP has lost its soul” and added that he will “get rid of cynics” inside HP who try to undercut his mission. Now Leo has defined what his company calls Everybody On, which is described as “seamless, secure, context-aware experiences for a connected world.” He intends that HP will reposition itself in providing a new generation of cloud services to interconnect its software and technology assets. HP of course is no small technology provider, with over $125 billion in revenue and a predominantly legacy and acquired software business worth over $6 billion. I want to provide some analysis of HP’s announcements in the context of what I see as the coming business technology innovations of this decade. My view overlaps with the HP vision. HP is expanding the territory of its business,  focusing less on the enterprise software business of database, middleware and applications and more on the management and security of cloud services and software.

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Topics: Sales Performance, Social Media, Supply Chain Performance, Sustainability, Business Technology Innovation, IT Performance, IT Research, Operational Performance, Analytics, Business Analytics, Business Collaboration, Business Intelligence, Business Mobility, Business Performance, CIO, Cloud Computing, Collaboration, Customer & Contact Center, Enterprise Software, Financial Performance, Governance, Risk & Compliance (GRC), HP, Information Applications, Information Management, Information Technology, Location Intelligence, Mobility, Operational Intelligence, Workforce Performance

Sustainability and Performance Management

Posted by Robert Kugel on Dec 3, 2010 5:23:06 PM

Years ago I was given a tour of a company’s factory by the CEO who was credited with engineering its recent turnaround. We were walking along a gallery one story above the shop floor when he pointed down to it and told me that when he first looked down on this scene he saw people dashing madly back and forth. Rather than taking that as a good sign of a busy factory, he said it was a clear indication to him of how inefficient the operation was and why the company was losing money. He immediately went about realigning the factory’s layout to smooth out physical flows and re-examined its manufacturing processes, and soon the business was profitable.

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Topics: Sustainability, Environment Management, Uncategorized, CFO, finance, Green

Perillon Takes Sustainability to the Next Level

Posted by Robert Kugel on Nov 28, 2010 11:13:45 AM

Ecology and economy are two words with the same root. Similarly, the focus on sustainability in business has two sorts of "green" impacts: on the environment and (if you do it right) on the bottom line. Perillon has an on-demand and cloud computing-based solution for companies that want to manage their double-green sustainability efforts more effectively. Perillon Workspace Suite offers "sustainability performance management" for organizations in energy and environmental management. It delivers the kind of benefits that all enterprise performance management systems are designed to provide: the ability to assemble all relevant performance-related data, put that data into the proper context, present it relative to objectives, provide individual managers with alerts when results require their specific attention and incorporate a mechanism for ensuring that out-of-tolerance situations are addressed adequately. Moreover, because of its engineering history, Perillon captures data, in effect, all the way from the smokestack and not just in the technology stack. This differentiates the product from reporting tools that, while intelligent enough to have already built data and reporting structures designed to support sustainability efforts, must obtain the data from separate systems.

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Topics: Supply Chain Performance, Sustainability, Perillon, Business Performance, Financial Performance, Financial Performance Management

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