Robert Kugel's Analyst Perspectives

Cryptic Data: Challenges and Rewards in Finding and Using It

Posted by Robert Kugel on Feb 18, 2016 7:18:11 PM

Using information technology to make data useful is as old as the Information Age. The difference today is that the volume and variety of  available data has grown enormously. Big data gets almost all of the attention, but there’s also cryptic data. Both are difficult to harness using basic tools and require new technology to help organizations glean actionable information from the large and chaotic mass of data. “Big data” refers to extremely large data sets that may be analyzed computationally to reveal patterns, trends and associations, especially those related to human behavior and interaction. The challenges in dealing with big data include having the computational power that can scale to the processing requirements for the volumes involved; analytical tools to work with the large data sets; and governance necessary to manage the large data sets to ensure that the results of the analysis are accurate and meaningful. But that’s not all organizations have to deal with now. I’ve coined the term “cryptic data” to focus on a different, less well known sort of data challenge that many companies and individuals face.

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Topics: Big Data, data science, Planning, Predictive Analytics, Social Media, forecasting, FP&A, Office of Finance, Operational Performance Management (OPM), Budgeting, Connotate, cryptic, equity research, Finance Analytics, Human Capital, Kofax, Statistics, Analytics, Business Analytics, Hadoop, Business Intelligence (BI), Customer Performance Management (CPM), Data, Datawatch, Financial Performance Management (FPM), Kapow, Sales Performance Management (SPM), Supply Chain Performance Management (SCPM), import.io

The Office of Finance in 2016

Posted by Robert Kugel on Feb 14, 2016 11:40:09 AM

The imperative to transform the finance department to function in a more strategic, forward-looking and action-oriented fashion has been a consistent theme of practitioners, consultants and business journalists for two decades. In all that time, however, most finance and accounting departments have not changed much. In our benchmark research on the Office of Finance, nine out of 10 participants said that it’s important or very important for finance departments totake a strategic role in running their company. The research also shows a significant gap between this objective and how well most departments perform. A large majority (83%) said they perform the core finance functions of accounting, fiscal control, transaction management, financial reporting and internal auditing, but only 41 percent said they play an active role in their company’s management. Even fewer (25%) have implemented a high degree of automation in their core finance functions and actively promote process and analytical excellence.

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Topics: Big Data, Planning, Predictive Analytics, Social Media, forecasting, Governance, GRC, Mobile Technology, Budgeting, close, Continuous Accounting, Continuous Planning, end-to-end, Human Capital, quote-to-cash, Tax, tax data warehouse, Analytics, Business Analytics, Business Collaboration, CIO, Cloud Computing, In-memory, Uncategorized, Accounting, Business Performance Management (BPM), CFO, CPQ, Financial Performance Management (FPM), Risk, risk management, CEO, Financial Performance Management, FPM

Evolving to the Next Generation of ERP Systems

Posted by Robert Kugel on Nov 29, 2015 1:19:13 PM

The enterprise resource planning (ERP) system is a pillar of nearly every company’s record-keeping and management of business processes. It is essential to the smooth functioning of the accounting and finance functions. In manufacturing and distribution, ERP also can help plan and manage inventory and logistics. Some companies use it to handle human resources functions such as tracking employees, payroll and related costs. Yet despite their ubiquity, ERP systems have evolved little since their introduction a quarter of a century ago. The technologies shaping their design, functions and features had been largely unchanged. As a measure of this stability, our Office of Finance benchmark research found that in 2014 companies on average were keeping their ERP systems one year longer than they had in 2005.

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Topics: Big Data, Microsoft, SAP, Social Media, ERP, FP&A, Mobile Technology, NetSuite, Operational Performance Management (OPM), Reporting, close, closing, Controller, dashboard, Human Capital, Reconciliation, report, Analytics, Business Intelligence, Cloud, Cloud Computing, Collaboration, IBM, Oracle, Uncategorized, Accounting, Business Performance Management (BPM), CFO, Data, finance, Financial Performance Management (FPM), Supply Chain Performance Management (SCPM), BI, Financial Performance Management, FPM, Intacct, scorecard

Tagetik’s Solid Financial Performance Management Suite

Posted by Ventana Research on Aug 20, 2015 6:47:42 AM

Tagetik is a long-established vendor of financial performance management (FPM) software. Its full-featured suite includes planning, budgeting, consolidation, close management, disclosure management, analysis, dashboards and reporting. The software can be deployed on premises or in the cloud as multitenant software as a service or in a private cloud. Tagetik also offers pre-built integration with SAP and SAP HANA, Microsoft SharePoint and Qlik to best support a range of financial management needs.

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Topics: Big Data, Human Capital, Business Analytics, Business Collaboration, Accounting, Business Intelligence (BI), Business Performance Management (BPM), Financial Performance Management (FPM)

Optimization Analytics Comes to the Mass Market

Posted by Ventana Research on Aug 13, 2015 12:18:40 AM

Optimization is the application of algorithms to sets of data to guide executives and managers in making the best decisions. It’s a trending topic because using optimization technologies and techniques to better manage a variety of day-to-day business issues is becoming easier. I expect optimization, once the preserve of data scientists and operations research specialists will become mainstream in general purpose business analytics over the next five years.

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Topics: Big Data, Performance Management, Social Media, Operational Performance Management (OPM), Analytics, Business Analytics, Business Collaboration, Business Performance Management (BPM), Customer Performance Management (CPM), Financial Performance Management (FPM), Information Management (IM), Sales Performance Management (SPM), Supply Chain Performance Management (SCPM), Price optimization

The Strategic Tax Department is a Priority for Longview

Posted by Ventana Research on Jul 29, 2015 8:43:54 AM

Longview’s recent Dialog user group meeting highlighted the company’s continued commitment to providing much needed automation tools for improving tax department performance – tools that enable the tax function to play a more strategic role in the management of a company. The sessions also covered the capabilities contained in the company’s latest release, Longview 7.2 Update 2 and gave customers a detailed product evolution roadmap following their merger with arcplan.

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Topics: Big Data, LongView, Analytics, Business Performance Management (BPM), Financial Performance Management (FPM)

IBM’s Vision Features Analytics

Posted by Ventana Research on Jun 12, 2015 3:58:42 AM

IBM’s Vision user conference brings together customers who use its software for financial and sales performance management (FPM and SPM, respectively) as well as governance, risk management and compliance (GRC). Analytics is a technology that can enhance each of these activities. The recent conference and many of its sessions highlighted IBM’s growing emphasis on making more sophisticated analytics easier to use by – and therefore more useful to – general business users and their organizations. The shift is important because the IT industry has spent a quarter of a century trying to make enterprise reporting (that is, descriptive analytics) suitable for an average individual to use with limited training. Today the market for reporting, dashboards and performance management software is saturated and largely a commodity, so the software industry – and IBM in particular – is turning its attention to the next frontier: predictive and prescriptive analytics. Prescriptive analytics holds particular promise for IBM’s analytics portfolio.

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Topics: Big Data, Planning, forecasting, Operational Performance Management (OPM), Budgeting, Human Capital, Analytics, Business Analytics, Cloud Computing, Governance, Risk & Compliance (GRC), Business Performance Management (BPM), Customer Performance Management (CPM), Financial Performance Management (FPM), Sales Performance Management (SPM), Predictive Analytics, prescriptive analytics

Vertex Enterprise Supports Tax Department’s Effectiveness

Posted by Ventana Research on Jun 4, 2015 7:50:46 PM

Companies trust their tax departments with a highly sensitive and essential task. Direct (income) taxes usually are the second largest corporate expense, after salaries and wages. Failure to understand and manage this liability is expensive, whether because taxes are overpaid or because of fines and interest levied for underpayment. Moreover, taxes are a political issue, and corporations – especially larger ones – must be mindful of the reputational implications of their tax liabilities.

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Topics: Big Data, Analytics, Business Performance Management (BPM), Financial Performance Management (FPM)

Does Pricing and Revenue Optimization Make My Bottom Line Look Fatter?

Posted by Ventana Research on Mar 31, 2015 10:00:38 AM

Managing prices has always been an activity of keen interest to businesses, but it has become even more critical to do it well. Over the past decade many companies have found their ability to raise prices has been constrained by intense competition resulting from Internet commerce, global competition and other factors. One tool for dealing with this pressure is price and revenue optimization (PRO), an analytic methodology that calculates how demand varies at different price levels and then uses that algorithm to recommend prices that should optimally balance revenue and profit objectives. Computer-supported PRO began in earnest in the 1980s as the airline and hospitality industries adopted revenue management practices in efforts to maximize returns from less flexible travelers (such as people on business trips) while minimizing the unsold inventory by selling incremental seats on flights or nights in hotel rooms at discounted prices to more discretionary buyers (typically vacationers). Price and revenue optimization algorithms are designed to enable a company to achieve fatter profit margins than are possible with a monolithic pricing strategy. Using PRO, airlines and hotels catering mainly to less price-sensitive business travelers found they could match discounters’ fares and rates to fill available seats and rooms without having to forgo profits from their high-margin customers.

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Topics: Big Data, Performance Management, Operational Performance Management (OPM), markdown management, retail, Analytics, Business Analytics, Business Performance Management (BPM), Financial Performance Management (FPM), Sales Performance Management (SPM), analytical application, Predictive Analytics, price and revenue optimization, Price optimization

The Importance of Well-Managed Processes for Planning

Posted by Ventana Research on Mar 20, 2015 10:48:03 AM

It’s stating the obvious to say that how well executives manage planning processes has a big impact on how well a business unit or company plans. However, one significant source of the value of our benchmark research is that it establishes hard evidence – the numbers – that transforms mere assertions into proof points. This is particularly important when people within an organization want to improve a process. Change management is facilitated by providing senior executives with facts to back up assertions related to solving a business issue. Our recently completed next-generation business planning research provides insight into the importance of managing the planning process well and identifies some components of good management.

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Topics: Big Data, Operational Performance Management (OPM), Human Capital, Business Analytics, Cloud Computing, Business Performance Management (BPM), Customer Performance Management (CPM), Financial Performance Management (FPM), Sales Performance Management (SPM), Supply Chain, Supply Chain Performance Management (SCPM), Predictive Analytics, S&OP