Robert Kugel's Analyst Perspectives

Artificial Intelligence and Machine Learning in Business Applications

Posted by Robert Kugel on Oct 26, 2017 7:18:56 AM

The application of artificial intelligence (AI) and machine learning (ML) to business computing will have a profound impact on white collar professions. This is especially true in heavily rules-based functions such as accounting. Companies recognize the transformational potential of AI and ML, but the progression and pace of the adoption of these technologies is unclear. Some applications of AI and ML are already in use but others are a decade or more away from replacing human tasks.

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Topics: Accounting, AICPA, AI, Machine Learning, natural language processing, Office of Finance, finance, CFO, CEO, Analytics, Big Data

Continuous Planning Promotes Action, Accuracy and Agility

Posted by Robert Kugel on Oct 12, 2017 8:11:29 AM

Continuous planning is a term Ventana Research uses for a high participation, collaborative, action-oriented approach to planning built on frequent, short planning sprints. This enables organizations to enhance the accuracy of their plans because refinements are made at shorter intervals. Short planning cycles enable companies to achieve greater agility in responding to market or competitive changes. “Continuous” also means continuous across the entire organization – planning as an ongoing collaborative dialogue that brings together finance, line-of-business managers and executives. And because it’s high-participation planning and not silo-based, companies can plan with greater accountability and coordination in their operations. This ongoing dialog tracks current conditions as well as changes in objectives and priorities that are driven by markets and the business climate. Continuous planning promotes a forward-looking mindset in planning and reviewing that’s focused on performance improvement.

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Topics: Business, finance, Human Capital, Business Collaboration

SAP Leonardo for Finance: When AI Ain’t Enough

Posted by Robert Kugel on Oct 1, 2017 10:20:34 AM

Fra Luca Pacioli, a 15th-century Franciscan friar living in what’s now Italy, is credited with codifying double-entry bookkeeping, which is the foundation of accounting. Pacioli, a polymath, was well acquainted with his contemporary and fellow polymath Leonardo Da Vinci. So, given they were at times collaborators, it’s fitting that one of the most important applications of SAP’s Leonardo technology will be in helping to disrupt finance and accounting organizations in corporations.

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Topics: Artificial intelligence, AI, Machine Learning, blockchain, ERP, CFO, Office of Finance, Internet of Things