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

Integrated Business Planning Is More Effective

Posted by Ventana Research on Feb 24, 2015 8:03:03 PM

Ventana Research recently released the results of our Next-Generation Business Planning benchmark research. Business planning encompasses all of the forward-looking activities in which companies routinely engage. The research examined 11 of the most common types of enterprise planning: capital, demand, marketing, project, sales and operations, strategic, supply chain and workforce planning, as well as sales forecasting and corporate and IT budgeting. We also aggregated the results to draw general conclusions.

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Topics: Big Data, Planning, Predictive Analytics, Sales, Social Media, forecasting, Marketing, Operational Performance Management (OPM), Reporting, Budgeting, Controller, sales forecast, strategic, workforce, Business Analytics, Cloud Computing, In-memory, Business Performance Management (BPM), CFO, Customer Performance Management (CPM), Financial Performance Management (FPM), Sales Performance Management (SPM), Supply Chain, Workforce Performance Management (WPM), capital spending, demand, Financial Performance Management, financial reporting, FPM, Integrated Business Planning, S&OP, spreadsheet

Making Business Planning More Accurate, Effective and Useful

Posted by Robert Kugel on Feb 5, 2015 8:36:27 PM

Business planning includes all of the forward-looking activities in which companies routinely engage. Companies do a great deal of planning. They plan sales and determine what and how they will produce products or deliver services. They plan the head count they’ll need and how to organize distribution and their supply chain. They also produce a budget, which is a financial plan. The purpose of planning is to be successful. Planning is defined as the process of creating a detailed formulation of a program of action to achieve some overall objective. But it’s more than that. The process of planning involves discussions about objectives and the resources and tactics that people need to achieve them. When it’s done right, planning is the best way to get everyone onto the same page to ensure that the company is well organized in executing strategy. Setting and to a greater degree changing the company’s course require coordination. Being well coordinated in this case means being able to understanding the impact of the policies and actions in your part of the company on the rest of the company.

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Topics: Big Data, Planning, Predictive Analytics, Marketing, Operational Performance Management (OPM), Reporting, Budgeting, Human Capital, plan, Sales and Forecasting, strategic, Analytics, Business Analytics, Business Collaboration, Business Performance Management (BPM), Business Planning, Customer Performance Management (CPM), Financial Performance Management (FPM), Sales Performance Management (SPM), Supply Chain, Supply Chain Performance Management (SCPM), Demand Planning, Integrated Business Planning, Predictive Analytics, Project Planning, S&OP

Research Agenda: The Office of Finance in 2015

Posted by Robert Kugel on Feb 3, 2015 9:37:28 PM

Last year Ventana Research released our Office of Finance benchmark research. One of the objectives of the project was to assess organizations’ progress in achieving “finance transformation.” This term denotes shifting the focus of CFOs and finance departments from transaction processing toward more strategic, higher-value functions. In the research nine out of 10 participants said that it’s important or very important for the department to take a more strategic role. This objective is both longstanding and elusive. It has been part of the conversation in financial management circles since the 1990s and has been a primary focus of my research practice since its inception 12 years ago. Yet our recent research shows that most finance organizations struggle with the basics and few companies are even close to achieving this desired transformation.

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Topics: Big Data, Planning, Predictive Analytics, forecasting, Governance, GRC, Budgeting, close, end-to-end, quote-to-cash, Tax, Tax-Datawarehouse, Analytics, CIO, In-memory, Accounting, Business Performance Management (BPM), CFO, CPQ, Financial Performance Management (FPM), Risk, risk management, CEO, Financial Performance Management, FPM

Office of Finance Research Demonstrates Importance of Using Effective Financial Software

Posted by Ventana Research on Feb 2, 2015 8:27:23 AM

Our recently published Office of Finance benchmark research assesses a broad set of functions and capabilities of finance organizations. We asked research participants to identify the most important issues for a finance department to address in a dozen functional areas: accounting, budgeting, cost accounting, customer profitability management, external financial reporting, financial analysis, financial governance and internal audit, management accounting, product profitability management, strategic and long-range planning, tax management and treasury and cash management. Among the key findings is this: Not using the most capable software is an underlying cause, often unrecognized, of process, analytics and data issues.

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Topics: Mobile, Planning, Predictive Analytics, ERP, FP&A, Reporting, Self-service, Budgeting, close, closing, computing, Controller, dashboard, planning and budgeting, report, Tax, Analytics, Business Intelligence, Cloud, Collaboration, Accounting, Business Performance Management (BPM), CFO, Data, finance, Financial Performance Management (FPM), BI, Financial Performance Management, FPM, Microsoft Excel, scorecard, Spreadsheets, treasury

Technology Can Enhance Performance in Finance Departments

Posted by Ventana Research on Oct 29, 2014 9:40:42 AM

Finance transformation” refers to a longstanding objective: shifting the focus of CFOs and finance departments from transaction processing to more strategic, higher-value functions. Our upcoming Office of Finance benchmark research confirms that most of organizations want their finance department to take a more strategic role in management of the company: nine in 10 participants said that it’s important or very important. (We are using “finance” in its broadest sense, including, for example, accounting, corporate finance, financial planning and analysis, treasury and tax functions.) Finance departments have the ability and at least an implicit mandate to improve business performance and enable a corporation to execute strategy more effectively. Yet the research shows that becoming strategic is a work in progress. Most departments handle the basics well, but half fall short in areas that can contribute significantly to the performance of their company. More than three-fourths of participants said they perform accounting, external financial reporting, financial analysis, budgeting and management accounting well or very well. But only half said that about their ability to do product and customer profitability management, strategic and long-range planning and business development.

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Topics: Big Data, Mobile, Performance Management, Predictive Analytics, Social Media, ERP, FP&A, Reporting, Management, close, closing, computing, Controller, planning and budgeting, Tax, Analytics, Business Analytics, Business Collaboration, Cloud, Cloud Computing, Collaboration, Accounting, Business Performance Management (BPM), CFO, finance, Financial Performance Management (FPM), Tagetik, FPM, treasury

Finance Needs Better Analytics and Analytic Skills

Posted by Ventana Research on Oct 13, 2014 11:58:44 PM

Finance and accounting departments are staffed with numbers-oriented, naturally analytical people. Strong analytic skills are essential if a finance department is to deliver deep insights into performance and visibility into emerging opportunities and challenges. The conclusions of analyses enable fast, fully informed business decisions by executives and managers. Conversely, flawed analyses undermine the performance of a company. So it was good news that in our Office of Finance benchmark research 62 percent of participants rated the analytical skills of their finance organization as above average or excellent.

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Topics: Big Data, Mobile, Planning, Predictive Analytics, ERP, FP&A, Reporting, Self-service, BizNet Software, Budgeting, close, closing, computing, Controller, dashboard, planning and budgeting, report, Tax, Analytics, Business Analytics, Business Intelligence, Cloud, Cloud Computing, Collaboration, Accounting, Business Performance Management (BPM), CFO, Data, finance, Financial Performance Management (FPM), Tagetik, BI, Financial Performance Management, FPM, Microsoft Excel, scorecard, Spreadsheets, treasury

What’s Next?: The Interplay of Software and Hardware with Business and Consumers

Posted by Ventana Research on Sep 11, 2014 9:49:01 AM

“What’s next?” is the perennially insistent question in information technology. One common observation about the industry holds that cycles of innovation alternate between hardware and software. New types and forms of hardware enable innovations in software that utilize the power of that hardware. These innovations create new markets, alter consumer behavior and change how work is performed. This, in turn, sets the stage for new types and forms of hardware that complement these emerging product and service markets as well as the new ways of performing work, creating products and fashioning services that they engender. For example, the emerging collection of wearable computing devices seems likely to generate a new wave of software/hardware innovation, as my colleague Mark Smith has noted. This said, I think that the idea of alternating cycles no longer applies. It would be convenient if we could assign discrete time periods to hardware dominance and software dominance, but like echoes as they fade, the reverberations are no longer as neatly synchronized as they once were. Moreover, adoption and adaptation of technology by consumers reflected in the design of work, products and services always lags – and lags in different ways, further blurring the timing of cycles.

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Topics: Mobile, Performance Management, Predictive Analytics, ERP, Operational Performance Management (OPM), Reporting, Wearable Computing, Management, close, closing, computing, planning and budgeting, Analytics, Business Analytics, Business Collaboration, Cloud, Cloud Computing, Accounting, Business Performance Management (BPM), Customer Performance Management (CPM), finance, Financial Performance Management (FPM), Sales Performance Management (SPM), Supply Chain Performance Management (SCPM), Workforce Performance Management (WPM), FPM

IBM Advances Business Experience in Using Advanced Analytics

Posted by Robert Kugel on Jul 3, 2014 9:13:32 PM

The developed world has an embarrassment of riches when it comes to information technology. Individuals walk around with far more computing power and data storage in their pockets than was required to send men to the moon. People routinely hold on their laps what would have been considered a supercomputer a generation ago. There is a wealth of information available on the Web. And the costs of these information assets are a tiny fraction of what they were decades ago. Consumer products have been at the forefront in utilizing information technology capabilities. The list of innovations is staggering. The “smart” phone is positively brilliant. Games are now a far bigger business than motion pictures.

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Topics: Big Data, Mobile, Predictive Analytics, Social Media, Operational Performance Management (OPM), Performance, user experience, Analytics, Business Analytics, Business Collaboration, IBM, Business Performance Management (BPM), Customer Performance Management (CPM), finance, Financial Performance Management (FPM), Sales Performance Management, Sales Performance Management (SPM), Social, Financial Performance Management, SPSS