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.
Topics: Analytics, Big Data, Budgeting, Business Analytics, Connotate, cryptic, Customer Performance Management (CPM), Data, data science, Datawatch, equity research, Finance Analytics, Financial Performance Management (FPM), FP&A, Human Capital, Kapow, Kofax, Office of Finance, Operational Performance Management (OPM), Planning, Predictive Analytics, Sales Performance Management (SPM), Social Media, Statistics, Supply Chain Performance Management (SCPM), Strata+Hadoop, Business Intelligence
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.
Topics: Analytics, Big Data, Budgeting, Business Analytics, Business Collaboration, Business Performance Management (BPM), CEO, CFO, CIO, close, Cloud Computing, Continuous Accounting, Continuous Planning, CPQ, end-to-end, Financial Performance Management, Financial Performance Management (FPM), FPM, Governance, GRC, Human Capital, In-memory, Mobile Technology, Planning, Predictive Analytics, Risk, Social Media, Tax, Uncategorized, Office of Finance
Aria Systems provides companies with software for managing subscription or recurring revenue business models. A recurring revenue business models includes three types of selling and billing structures: a one-time transaction plus a periodic service charge; subscription-based services involving periodic charges; or a contractual relationship that charges periodically for goods and services. Aria’s cloud-based software addresses key requirements of users in the marketing, sales, operations and accounting functions in this type of business.
Topics: billing software, Business Analytics, Business Performance Management (BPM), Cloud Computing, Customer Engagement, customer life cycle, Customer Performance Management (CPM), Customer Service, ERP, Financial Performance Management (FPM), Marketing, NetSuite, Operational Performance Management (OPM), Recurring Revenue, SaaS, Sales, Sales Performance Management (SPM), Office of Finance, Customer Experience
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.
Topics: Analytics, audit, Business Analytics, Business Performance Management (BPM), CFO, ERP, finance transformation, Financial Performance Management (FPM), FPM, Governance, Risk & Compliance (GRC), GRC, Human Capital, Innovation Awards, LongView, Oracle, Sustainability, Tax, Thomson-Reuters multinational, Vertex, Office of Finance