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Big Data Analytics: The Statistical Expert On A CFO’s Shoulder

Peter David

By the year 2020, our civilization will be producing 40 zettabytes of data annually – the equivalent of every grain of sand on earth, times 75. Much of that information is simply background noise – the random security camera shot, the “see you at dinner” tweet, the cat video. But a small portion of it has the power to transform your finance operations. Finding gold among those grains of sand is what Big Data analytics is all about.

Enhancing value

In my role as CFO of SAP’s EMEA operations, I have access to a deep well of high-quality data. And I have access to the very best tools for managing that data.

I think of Big Data analytics as an impartial, statistically savvy expert on my shoulder who guides me and the company to better decisions. Big Data enhances the finance function’s ability to steer, control, and develop the business.

For instance, my team and I use Big Data analytics to identify patterns such as:

  • Cash forecasting: Big Data is invaluable in helping to project our cash requirements in the future, based on historical trends.
  • Collections: When we analyzed our collections history, we discovered what percentage of our customers pay in a timely manner and do not require a collections call. This helped us focus on those accounts that were delinquent, helping our collections representatives work more productively and allowing us to allocate resources to the right customer segments and regions.
  • Discounts: We analyzed customer discounts by date of closing, to detect patterns that give us greater control.

Three capabilities

In a Harvard Business Review article, Making Advanced Analytics Work for You, Dominic Barton and David Court explain, “In our work with dozens of companies in six data-rich industries, we have found that fully exploiting data and analytics requires three mutually supportive capabilities. First, companies must be able to identify, combine, and manage multiple sources of data. Second, they need the capability to build advanced analytics models for predicting and optimizing outcomes. Third, and most critical, management must possess the muscle to transform the organization so that the data and models actually yield better decisions.”

The authors add, “Two important features underpin those activities: a clear strategy for how to use data and analytics to compete, and deployment of the right technology architecture and capabilities.”

Harnessing the data you already have

In its High-Performance Finance Study, Accenture notes, “For now, the adoption of Big Data and analytics in particular remains at the early stage. Just 4% of respondents have fully deployed Big Data and enterprise analytics capabilities across businesses.”

That’s a missed opportunity, because every organization – including yours – already has Big Data, and has been gathering it for years. The key is to harness that data for insights. That requires tools, strategy, and very likely a cultural shift that places importance on real-time decision making.

As CFO, you can play a key role in creating that culture. When you do, your entire organization can have a statistically savvy “expert” on its shoulder.

This is the first in my series of blogs about topics that I think will be of interest to you and my fellow CFOs. My next blog will focus on managing operational risk. I hope you’ll be back then – and welcome your comments.

To learn more about how finance executives can empower themselves with the right tools and play a vital role in business innovation and value chain, review the SAP finance content hub, which offers additional research and valuable insights.

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Peter David

About Peter David

Peter David has been Regional Chief Financial Officer of Europe Middle East and Africa at SAP since December 2014 and served as its Chief Financial Officer of Latin America and The Caribbean from September 2012 to July 2013. Mr. David established a strategic direction and oversees its financial and operational activities region wide. He joined SAP in 1995 and served as its Chief Financial Officer and Chief Operating Officer in the past.

The Future Of Supplier Collaboration: 9 Things CPOs Want Their Managers To Know Now

Sundar Kamak

As a sourcing or procurement manager, you may think there’s nothing new about supplier collaboration. Your chief procurement officer (CPO) most likely disagrees.
Forward-thinking CPOs acknowledge the benefit of supplier partnerships. They not only value collaboration, but require a revolution in how their buying organization conducts its business and operations. “Procurement must start looking to suppliers for inspiration and new capability, stop prescribing specifications and start tapping into the expertise of suppliers,” writes David Rae in Procurement Leaders. The CEO expects it of your CPO, and your CPO expects it of you. For sourcing managers, this can be a lot of pressure.

Here are nine things your CPO wants you to know about how supplier collaboration is changing – and why it matters to your company’s future and your own future.

1. The need for supplier collaboration in procurement is greater than ever

Over half (65%) of procurement practitioners say procurement at their company is becoming more collaborative with suppliers, according to The Future of Procurement, Making Collaboration Pay Off, by Oxford Economics. Why? Because the pace of business has increased exponentially, and businesses must be able to respond to new market demands with agility and innovation. In this climate, buyers are relying on suppliers more than ever before. And buyers aren’t collaborating with suppliers merely as providers of materials and goods, but as strategic partners that can help create products that are competitive differentiators.

Supplier collaboration itself isn’t new. What’s new is that it’s taken on a much greater urgency and importance.

2. You’re probably not realizing the full collective power of your supplier relationships

Supplier collaboration has always been a function of maintaining a delicate balance between demand and supply. For the most part, the primary focus of the supplier relationship is ensuring the right materials are available at the right time and location. However, sourcing managers with a narrow focus on delivery are missing out on one of the greatest advantages of forging collaborative supplier partnerships: an opportunity to drive synergies that are otherwise perceived as impossible within the confines of the business. The game-changer is when you drive those synergies with thousands, not hundreds of suppliers. Look at the Apple Store as a prime example of collaboration en masse. Without the apps, the iPhone is just another ordinary phone!

3. Collaboration comes in more than one flavor

Suppliers don’t just collaborate with you to provide a critical component or service. They also work with your engineers to help ensure costs are optimized from the buyer’s perspective as well as the supplier’s side. They may even take over the provisioning of an entire end-to-end solution. Or co-design with your R&D team through joint research and development. These forms of collaboration aren’t new, but they are becoming more common and more critical. And they are becoming more impactful, because once you start extending any of these collaboration models to more and more suppliers, your capabilities as a business increase by orders of magnitude. If one good supplier can enable your company to build its brand, expand its reach, and establish its position as a market leader – imagine what’s possible when you work collaboratively with hundreds or thousands of suppliers.

4. Keeping product sustainability top of mind pays off

Facing increasing demand for sustainable products and production, companies are relying on suppliers to answer this new market requirement.

As a sourcing manager, you may need to go outside your comfort zone to think about new, innovative ways to collaborate for achieving sustainability. Recently, I heard from an acquaintance who is a CPO of a leading services company. His organization is currently collaborating with one of the largest suppliers in the world to adhere to regulatory mandates and consumer demand for “lean and green” lightbulbs. Although this approach was interesting to me, what really struck me was his observation on how this co-innovation with the supplier is spawning cost and resource optimization and the delivery of competitive products. As reported by Andrew Winston in The Harvard Business Review, Target and Walmart partnered to launch the Personal Care Sustainability Summit last year. So even competitors are collaborating with each other and with their suppliers in the name of sustainability.

5. Co-marketing is a win-win

Look at your list of suppliers. Does anyone have a brand that is bigger than your company’s? Believe it or not, almost all of us do. So why not seize the opportunity to raise your and your supplier’s brand profile in the marketplace?

Take Intel, for example. The laptop you’re working on right now may very well have an “Intel inside” sticker on it. That’s co-marketing at work. Consistently ranked as one of the world’s top 100 most valuable brands by Millward Brown Optimor, this largest supplier of microprocessors is world-renowned for its technology and innovation. For many companies that buy supplies from Intel, the decision to co-market is a strategic approach to convey that the product is reliable and provides real value for their computing needs.

6. Suppliers get to choose their customers, too

Increased competition for high-performing suppliers is changing the way procurement operates, say 58% of procurement executives in the Oxford Economics study. Buyers have a responsibility to the supplier – and to their CEO – to be a customer of choice. When the economy is going well, you might be able to dictate the supplier’s goods and services – and sometimes even the service delivery model. When times get tough (and they can very quickly), suppliers will typically reevaluate your organization’s needs to see whether they can continue service in a fiscally responsible manner. To secure suppliers’ attention in favorable and challenging economic conditions, your organization should establish collaborative and mutually productive partnerships with them.

7. Suppliers can help simplify operations

Cost optimization will always be one of your performance metrics; however, that is only one small part of the entire puzzle. What will help your organization get noticed is leveraging the supplier relationship to innovate new and better ways of managing the product line and operating the business while balancing risk and cost optimization. Ask yourself: Which functions are no longer needed? Can they be outsourced to a supplier that can perform them better? What can be automated?

8. Suppliers have a better grasp of your sourcing categories than you do

Understand your category like never before so that your organization can realize the full potential of its supplier investments while delivering products that are consistent and of high quality. How? By leveraging the wisdom of your suppliers. To be blunt: they know more than you do. Tap into that knowledge to gain a solid understanding of the product, market category, suppliers’ capabilities, and shifting dynamics in the industry, If a buyer does not understand these areas deeply, no amount of collaboration will empower a supplier to help your company innovate as well as optimize costs and resources.

9. Remember that there’s something in it for you as well

All of us want to do strategic, impactful work. Sourcing managers with aspirations of becoming CPOs should move beyond writing contracts and pushing PO requests by building strategic procurement skill sets. For example, a working knowledge in analytics allows you to choose suppliers that can shape the market and help a product succeed – and can catch the eye of the senior leadership team.

Sundar Kamak is global vice president of solutions marketing at Ariba, an SAP company.

For more on supplier collaboration, read Making Collaboration Pay Off, part of a series on the Future of Procurement, by Oxford Economics.

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Sundar Kamak

About Sundar Kamak

Sundar Kamak is the Vice President of Products & Innovation at SAP Ariba. He is an accomplished Solutions Marketing and Product Management Execuive with 15 + year's broad experience in product strategy, positioning, SaaS, Freemium offering, go-to-market planning and execution.

The CFO Role In 2020

Estelle Lagorce

African American businessman looking out office window --- Image by © Mark Edward Atkinson/Blend Images/CorbisThe role of the CFO is undergoing a serious transformation, and CFOs can expect their role to continue to evolve, according to a recent CFO.com article by Deloitte COO and CFO Frank Friedman.

In the futurist article, Friedman says one of the biggest factors that will contribute to the CFO’s significant change over the next five years is technology.

Digital technology is obviously expected to drive change in high-tech companies, but Friedman says it’s industries outside of the tech sectors that are of particular interest, as they struggle to understand how to grasp and harness the digital capabilities available to them.

Working with high tech in low-tech industries

Five years from now, a finance team may be defined by how well it uses technology and innovative business tools, regardless of what industry it’s in. The article outlines some examples of ways that digital technology will increasingly be used by CFOs in “non-tech” sectors:

  • Predictive analytics: CFOs in manufacturing companies can forecast results and produce revenue predictions based on customer-experience profiles and current demand, instead of comparing to previous years as most companies still do today.
  • Social media and crowdsourcing: You may not think CFOs spend a lot of time on social media or crowdsourcing sites, but these methods can actually expedite finance processes, such as month-end responsibilities of the finance organization.
  • Big Data: CFOs already have a lot of data at their fingertips, but in 2020 they will have even more. CFOs in both tech and non-tech sectors who understand how to use that data to make valuable, informed decisions, can strategically guide their company and industry in a more digitally oriented world.

To do this, Friedman says CFOs can lead the way by addressing some critical areas:

  1. Know the issues: Gather the key questions that leaders expect Big Data analytics to answer.
  1. Make data easily accessible: Collect data that is manageable and easy to access.
  1. Broaden skills: The finance team needs people with the skills to understand and strategically interpret the data available to them.

The tech-savvy CFO

The role of today’s CFO has already expanded to include strategic corporate growth advice as well as managing the bottom line. In 2020, Friedman says expectations placed on the CFO are presumed to be even greater, and CFOs will likely need a much more diverse, multidisciplinary skill set to meet those demands.

The article details several traits and skills that CFOs will need in order to keep up with the pace of digital change in their role.

  1. Digital knowledge: CFOs must be tech-savvy in order to capitalize on technical innovations that will benefit their company and their industry as a whole.
  1. Data-driven execution: CFOs will need the ability to execute company strategy and operations decisions based on data-driven insights.
  1. Regulatory compliance: Regulations continue to be more stringent globally, so CFOs will need to be proficient at working closely with regulators and compliance systems.
  1. Risk management: With the growing global economy comes increased cyber and geopolitical risks worldwide. The CFOs of 2020, especially those in large multinational organizations, will need to have the expertise to monitor and manage risk in areas that may be unforeseen today.

The future CFO’s well-rounded resume

By 2020, the CFO role will require much more than just an accounting background. According to Deloitte’s Frank Friedman, “CFOs may need to bring a much more multidisciplinary skill set to the job as well as broader career experiences, from working overseas to holding positions in sales and marketing, and even running a business unit.”

So if you’re a current or aspiring CFO, you have five years to round out your resume with the necessary skills to be ready for the digitally driven role of the CFO in 2020.

The above information is based on the CFO.com article What Will the CFO Role Look Like In 2020?” by Deloitte COO & CFO, Frank Friedman – Copyright © 2015 CFO.com.

Want to learn more about best practices for transforming your finance organization? View the SAP/Deloitte Webinar, “Reshaping the Finance Function”.

For an in-depth look at digital technology’s role in business transformation, download the SAP eBook, The Digital Economy: Reinventing the Business World.

To learn more about the business and technology factors driving digital disruption, download the SAP eBook, Digital Disruption: How Digital Technology is Transforming Our World.

To read more CFO insights from a tech industry perspective, read the Wall Street Journal article with SAP CFO Luka Mucic: Driving Insight with In-memory Technology.

Discover 7 Questions CFOs Should Ask Themselves About Cyber Security.

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Estelle Lagorce

About Estelle Lagorce

Estelle Lagorce is the Director, Global Partner Marketing, at SAP. She leads the global planning, successful implementation and business impact of integrated marketing programs with top global Strategic Partner across priority regions and countries (demand generation, thought leadership).

The Robotics Race

Stephanie Overby

As robotic technologies continue to advance, along with related technologies such as speech and image recognition, memory and analytics, and virtual and augmented reality, better, faster, and cheaper robots will emerge. These machines – sophisticated, discerning, and increasingly autonomous – are certain to have an impact on business and society. But will they bring job displacement and danger or create new categories of employment and protect humankind?

We talked to SAP’s Kai Goerlich, along with Doug Stephen of the Institute for Human and Machine Cognition and Brett Kennedy from NASA’s Jet Propulsion Laboratory, about the advances we can expect in robotics, robots’ limitations, and their likely impact on the world.

SAP_Robotics_QA_images2400x16002

qa_qWhat are the biggest drivers of the robot future?

Kai Goerlich: Several trends will come together to drive the robotics market in the next 15 to 20 years. The number of connected things and sensors will grow to the billions and the data universe will likewise explode. We think the speed of analytics will increase, with queries answered in milliseconds. Image and voice recognition – already quite good – will surpass human capabilities. And the virtual and augmented reality businesses will take off. These technologies are all building blocks for a new form of robotics that will vastly expand today’s capabilities in a diversity of forms and applications.

Brett Kennedy: When I was getting out of school, there weren’t that many people working in robotics. Now kids in grade school are exposed to a lot of things that I had to learn on the job, so they come into the workplace with a lot more knowledge and fewer preconceptions about what robots can or can’t do based on their experiences in different industries. That results in a much better-trained workforce in robotics, which I think is the most important thing.

In addition, many of the parts that we need for more sophisticated robots are coming out of other fields. We could never create enough critical mass to develop these technologies specifically for robotics. But we’re getting them from other places. Improvements in battery technology, which enable a robot to function without being plugged in, are being driven by industries such as mobile electronics and automotive, for example. Our RoboSimian has a battery drive originally designed for an electric motorcycle.

qa_qDo you anticipate a limit to the tasks robots will be able to master as these core technologies evolve?

Goerlich: Robots will take over more and more complex functions, but I think the ultimate result will be that new forms of human-machine interactions will emerge. Robots have advantages in crunching numbers, lifting heavy objects, working in dangerous environments, moving with precision, and performing repetitive tasks. However, humans still have advantages in areas such as abstraction, curiosity, creativity, dexterity, fast and multidimensional feedback, self-motivation, goal setting, and empathy. We’re also comparatively lightweight and efficient.

Doug Stephen: We’re moving toward a human-machine collaboration approach, which I think will become the norm for more complex tasks for a very long time. Even when we get to the point of creating more-complex and general-purpose robots, they won’t be autonomous. They’ll have a great deal of interaction with some sort of human teammate or operator.

qa_qHow about the Mars Rover? It’s relatively autonomous already.

Kennedy: The Mars Rover is autonomous to a certain degree. It is capable of supervised autonomy because there’s no way to control it at that distance with a joystick. But it’s really just executing the intent of the operator here on the ground.

In 2010, DARPA launched its four-year Autonomous Robotic Manipulator Challenge to create machines capable of carrying out complex tasks with only high-level human involvement. Some robots completed the challenge, but they were incredibly slow. We may get to a point where robots can do these sorts of things on their own. But they’re just not as good as people at this point. I don’t think we’re all going to be coming home to robot butlers anytime soon.

Stephen: It’s extremely difficult to program robots to behave as humans do. When we trip over something, we can recover quickly, but a robot will topple over and damage itself. The problem is that our understanding of our human abilities is limited. We have to figure out how to formally define the processes that human beings or any legged animals use to maintain balance or to walk and then tell a robot how to do it.

You have to be really explicit in the instructions that you give to these machines. Amazon has been working on these problems for a while with its “picking challenge”: How do you teach a robot to pick and pack boxes the way a human does? Right now, it’s a challenge for robots to identify what each item is.

qa_qSo if I’m not coming home to a robot butler in 20 years, what am I coming home to?

Goerlich: We naturally tend to imagine humanoid robots, but I think the emphasis will be on human-controlled robots, not necessarily humanshaped units. Independent robots will make sense in some niches, but they are more complex and expensive. The symbiosis of human and machine is more logical. It will be the most efficient way forward. Robotic suits, exoskeletons, and robotic limbs with all kinds of human support functions will be the norm. The future will be more Iron Man than Terminator.

qa_qWhat will be the impact on the job market as robots become more advanced?

SAP_Robotics_QA_images2400x16004Goerlich: The default fear is of a labor-light economy where robots do most of the work and humans take what’s left over. But that’s lastcentury thinking. Robots won’t simply replace workers on the assembly line. In fact, we may not have centralized factories anymore; 3D printing and the maker movement could change all that. And it is probably not the Terminator scenario either, where humanoid robots take over the world and threaten humankind. The indicators instead point to human-machine coevolution.

There’s no denying that advances in robotics and artificial intelligence will displace some jobs performed by humans today. But for every repetitive job that is lost to automation, it’s possible that a more interesting, creative job will take its place. This will require humans to focus on the skills that robots can’t replicate – and, of course, rethink how we do things and how the economy works.

qa_qWhat can businesses do today to embrace the projected benefits of advanced robotics?

Kennedy: Experiment. The very best things that we’ve been able to produce have come from people having the tools an d then figuring out how they can be used. I don’t think we understand the future well enough to be able to predict exactly how robots are going to be used, but I think we can say that they certainly will be used. Stephanie Overby is an independent writer and editor focused on the intersection of business and technology.

Stephanie Overby  is an independent writer and editor focused on the intersection of business and technology

To learn more about how humans and robots will co-evolve, read the in-depth report Bring Your Robot to Work.

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What Is The Key To Rapid Innovation In Healthcare?

Paul Clark

Healthcare technology has already made incredible advancements, but digital transformation of the healthcare industry is still considered in its infancy. According to the SAP eBook, Connected Care: The Digital Pulse of Global Healthcare, the possibilities and opportunities that lie ahead for the Internet of Healthcare Things (IoHT) are astounding.

Many health organizations recognize the importance of going digital and have already deployed programs involving IoT, cloud, Big Data, analytics, and mobile technologies. However, over the last decade, investments in many e-health programs have delivered only modest returns, so the progress of healthcare technology has been slow out of the gate.

What’s slowing the pace of healthcare innovation?

In the past, attempts at rapid innovation in healthcare have been bogged down by a slew of stakeholders, legacy systems, and regulations that are inherent to the industry. This presents some Big Data challenges with connected healthcare, such as gathering data from disparate silos of medical information. Secrecy is also an ongoing challenge, as healthcare providers, researchers, pharmaceutical companies, and academic institutions tend to protect personal and proprietary data. These issues have caused enormous complexity and have delayed or deterred attempts to build fully integrated digital healthcare systems.

So what is the key to rapid innovation?

According to the Connected Care eBook, healthcare organizations can overcome these challenges by using new technologies and collaborating with other players in the healthcare industry, as well as partners outside of the industry, to get the most benefit out of digital technology.

To move forward with digital transformation in healthcare, there is a need for digital architectures and platforms where a number of different technologies can work together from both a technical and a business perspective.

The secret to healthcare innovation: connected health platforms

New platforms are emerging that foster collaboration between different technologies and healthcare organizations to solve complex medical system challenges. These platforms can support a broad ecosystem of partners, including developers, researchers, and healthcare organizations. Healthcare networks that are connected through this type of technology will be able to accelerate the development and delivery of innovative, patient-centered solutions.

Platforms and other digital advancements present exciting new business opportunities for numerous healthcare stakeholders striving to meet the increasing expectations of tech-savvy patients.

The digital evolution of the healthcare industry may still be in its infancy, but it is growing up fast as new advancements in technology quickly develop. Are you ready for the next phase of digital transformation in the global healthcare industry?

For an in-depth look at how technology is changing the face of healthcare, download the SAP eBook Connected Care: The Digital Pulse of Global Healthcare.

See how the digital era is affecting the business environment in the SAP eBook The Digital Economy: Reinventing the Business World.

Discover the driving forces behind digital transformation in the SAP eBook Digital Disruption: How Digital Technology is Transforming Our World.

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Paul Clark

About Paul Clark

Paul Clark is the Senior Director of Technology Partner Marketing at SAP. He is responsible for developing and executing partner marketing strategies, activities, and programs in joint go-to-market plans with global technology partners. The goal is to increase opportunities, pipeline, and revenue through demand generation via SAP's global and local partner ecosystems.