Archive for May, 2017

SAP Cash Application: Intelligent and Integrated Payment Clearing Automation for SAP S/4HANA powered by SAP Leonardo Machine Learning

May 23rd, 2017

SAP Cash Application: Intelligent and Integrated Payment Clearing Automation for SAP S/4HANA powered by SAP Leonardo Machine Learning

With its promise for new levels of automation and employee productivity, artificial intelligence (AI) is one of the hottest topics in the market.

But unless you cut through the hype, it is sometimes hard to understand whether you can really apply these concepts to your everyday business processes – especially if you cannot afford substantial technology investments or scores of data scientists. For example, if you are in corporate finance or shared services, you know you could benefit from a combination of different automation scenarios for accounts payable (AP) and accounts receivable (AR) processes. But how can you get started with AI, if you do not have the right expertise in-house?

Gaining Higher Efficiency and Improving Working Capital Metrics

This novel cloud service delivers an advanced level of automation for the clearing of incoming payments in SAP S/4HANA. It uses machine learning to match incoming electronic bank payments to open receivables. SAP Cash Application either automatically clears incoming payments or suggests a short list of possible clearing matches that your employees can quickly investigate. With this level of automation, you not only gain efficiency as your AR team can handle higher transaction loads, but also improve your days sales outstanding (DSO) and working capital metrics. With machine learning, it is easy to reach high automation rates without the need of a hand-tuned system.

Advancing Automation and Reducing Maintenance and Costs at Alpiq

Another major advantage of using machine learning in your payment clearing process is that your application seamlessly adapts to changing conditions, as it constantly learns from new data patterns and actions your AR team takes to match exceptions. This aspect is extremely important for Alpiq, one of our early adopters of this solution. Alpiq started a co-innovation project with SAP, because they wanted a solution that could effectively automate the payment clearing process with minimum maintenance and implementation costs.

Before working with SAP, Alpiq had used a traditional rule-based approach to automating its payment clearing process. But, with constant format changes and the addition of new payment methods, maintaining the rules had quickly become a challenge. As a result of the co-innovation project, Alpiq is confident it will be able to rely on a single integrated environment that learns from accountants’ behavior and leverages both historical data and existing AR workflows – with minimal maintenance required. Most importantly, the company is looking at automation rates of over 92 percent, enabling their shared service teams to process higher transaction volumes, focus on strategic tasks, and scale with the business.

Easy Access and Consumption

If you are considering increasing automation in finance, SAP Cash Application is a great way to start. As a SAP Leonardo cloud service, it can be instantly provisioned, and it automatically works with your SAP S/4HANA implementation. It allows you to take a pragmatic approach to innovation since you can start with a well-defined process that you can monitor and measure. This is important whether you are approaching automation for the first time or, like Alpiq, you want to modernize your automation strategy to lower costs and increase efficiency.

About SAP

As market leader in enterprise application software, SAP (NYSE: SAP) helps companies of all sizes and industries run better. From back office to boardroom, warehouse to storefront, desktop to mobile device – SAP empowers people and organizations to work together more efficiently and use business insight more effectively to stay ahead of the competition. SAP applications and services enable more than 345,000 business and public sector customers to operate profitably, adapt continuously, and grow sustainably. For more information, visit


Tags: AIAlpiqartificial intelligencemachine learningSAP Cash ApplicationSAP LeonardoSAP S/4HANASAPPHIRE NOW

Source: All the above are personal perspective on the basis of information provided by SAP on SAP Cash Application




May 12th, 2017

“The Report Global Software Testing Market 2017-2021 provides information on pricing, market analysis, shares, forecast, and company profiles for key industry participants. –”

The global software testing market is poised to exhibit a strong CAGR of 14% from 2017 to 2021, according to a report recently added to the growing repository of Titled “Global Software Testing Market 2017-2021”, the study highlights the current scenario in the market and its future trajectory. It answers some of the pertinent questions related to the software testing market, such as what is the current and projected size of the market, what are the major challenges and trends that are likely to impact the market, and what are the outcomes of the five forces analysis.

The report states that one of the most prominent factors boosting the uptake of software testing services is the surge in test automation services and agile testing services. Companies have been adopting these services to improve the quality of cloud infrastructure and to put into practice newer methodologies for software testing services. The market is also fueled by the rising pressure on software providers to offer business as well as product value.

Technology-wise, the market is bifurcated into product testing and application testing. The latter is not only the largest segment but is also poised to register the highest CAGR over the course of the forecast period. Application testing may include a range of services: mobile application testing, new offers testing, security testing, and functional as well as non-functional testing. In addition to this, the segment is fueled by the increasing demand for enterprise mobility.

In terms of end use, software testing services are in demand in sectors such as telecom, media, banking, financial services, and insurance (BFSI), IT, and retail. The BFSI sector accounts for the leading share owing to the rising need to help customers access financial services on the go.

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By way of geography, the worldwide market for software testing is segmented into Asia Pacific, Europe, the Middle East, and Africa, and the Americas. Currently, the Americas hold the largest share and this regional segment is slated to continue its dominance over the global market throughout the forecast period. Within the Americas, the banking and telecom industries are the main end users of software testing services, which can be attributed to growing consumerization of location-based applications and data services. The soaring adoption of and demand for cloud services is also sure to boost software testing market in the Americas.

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The most prominent players in the global software testing market are Capgemini, Wipro, IBM, and Accenture. These players together dominate the overall market, rendering its vendor landscape a highly consolidated nature. These few established companies have been joining forces with smaller vendors so as to improve their ongoing innovations and enhance their software testing offerings. The aforementioned players also enjoy a strong hold over most regional markets. Other major companies operating in the software testing market are Atos, UST Global, Steria, Gallop Solutions, CSC, Cigniti Technologies, Tech Mahindra, Deloitte, NTT DATA, and Infosys.

Source: All the above are personal perspective on the basis of information provided by Latest Software Testing News &