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Will Data Analytics Lead To Breakthrough In Cancer Treatment?

Christine Donato

molecular health 5Early this summer, I had the pleasure of talking with Mark Rodgers, North American director of corporate communications and public relations, and Alexander Picker, EVP product management, both from Molecular Health. Speaking to them only strengthened my (already rooted) passion for healthcare and my belief that advanced technology can fix a struggling industry.

Changing the way doctors approach cancer

In 2000, for the first time, doctors read all 3.4 billion DNA pairs in the human genome. This insight into the complete genetic blueprint for building a human being opened the door to new and more-effective treatments for diseases like cancer. However, back then, this process of genetic sequencing was costly and time-consuming.

In 2014, Molecular Health invented its end-to-end offering TreatmentMAP TM, which runs on the SAP HANA platform. It translates the language of genes into actionable information that doctors and patients can use to make informed decisions about cancer care.

Now, thanks to Molecular Health, information on a person’s complete genomic sequence can be read relatively cost-effectively and in just a few days.

Turning information into action

As Rodgers and Picker explained, the same cancer treatment that saves one person may be toxic to the health of another. Each case of cancer is unique, and it’s very difficult to determine what treatments will have negative side effects on patients and what will work well. There’s no one-size-fits-all treatment.

With precision medicine, or the practice of analyzing existing treatments to see which is best equipped to tackle a particular case of cancer, Molecular Health is on the forefront of a paradigm shift that can radically improve the prevention and treatment of cancer.

How the analysis works

To start the process, a doctor sends a tissue sample from a patient’s tumor to the Molecular Health laboratory. The tissue sample contains both cancerous cell material and healthy cell material from the patient.

At the lab, using TreatmentMAP TM, the sample is genetically analyzed and the cancerous genome sequence is compared to the patient’s healthy genome sequence. Then TreatmentMAPTM compares the patient’s genetic material to the massive amount of available research and clinical information that Molecular Health has been collecting over the past 10 years on biomedical knowledge. This data pool contains information from over 23 million publications, hundreds of cancer indicators, 37,000 drugs, more than 90,000 clinical studies, and more.

After a few hours, the treatment options for the patient are identified, and a specially certified oncologist uses TreatmentMAP  TM to analyze the results and prepare a report for the treating physician. This report contains effective and ineffective treatment methods for this particular instance of cancer, as well as any risks of side effects or toxicity.

It takes about two weeks total from when the physician originally sends out the patient’s sample to when the physician receives the TreatmentMAP TM report. Physicians can then view the best treatments that exist for that particular patient’s instance of cancer, being sure to avoid any treatment that may be harmful to the patient.

COPE-ing with cancer

SAP and Molecular Health have teamed to provide SAP employees with the Corporate Oncology Program for Employees (COPE). Through COPE, Molecular Health partners with corporations to provide employees diagnosed with cancer access to TreatmentMAP TM. The individual tumor analysis and interpretation is part of the company’s benefits package.

SAP was the first company to ever offer COPE to its employees. Through the program, SAP hopes to inspire wider adoption of similar programs among other companies and to make this technology available to as many people as possible.

Future goals

In the future, Molecular Health aims to play a bigger role in drug evaluation and safety for cancer patients. In addition, the organization’s main goal is to expand beyond the treatment of cancer and explore the treatment of other diseases, as well as expand the TreatmentMAP TM approach to cover the complete patient lifestyle.

Molecular Health wants to target healthy patients and work toward early identification and disease prevention. The company wants to make its technology directly available to the consumer.

For more stories, follow me on Twitter and LinkedIn.

To learn how your organization can benefit from real-time analytics, click here.

This post originally appeared on SCN in SAP Business Trends.

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About Christine Donato

Christine Donato is a Senior Integrated Marketing Specialist at SAP. She is an accomplished project manager and leader of multiple marketing and sales enablement campaigns and events, that supported a multi million euro business.

Amazing Digital Marketing Trends And Tips To Expand Your Business In 2015

Sunny Popali

Amazing Digital Marketing Trends & Tips To Expand Your Business In 2015The fast-paced world of digital marketing is changing too quickly for most companies to adapt. But staying up to date with the latest industry trends is imperative for anyone involved with expanding a business.

Here are five trends that have shaped the industry this year and that will become more important as we move forward:

  1. Email marketing will need to become smarter

Whether you like it or not, email is the most ubiquitous tool online. Everyone has it, and utilizing it properly can push your marketing ahead of your rivals. Because business use of email is still very widespread, you need to get smarter about email marketing in order to fully realize your business’s marketing strategy. Luckily, there are a number of tools that can help you market more effectively, such as Mailchimp.

  1. Content marketing will become integrated and more valuable

Content is king, and it seems to be getting more important every day. Google and other search engines are focusing more on the content you create as the potential of the online world as marketing tool becomes apparent. Now there seems to be a push for current, relevant content that you can use for your services and promote your business.

Staying fresh with the content you provide is almost as important as ensuring high-quality content. Customers will pay more attention if your content is relevant and timely.

  1. Mobile assets and paid social media are more important than ever

It’s no secret that mobile is key to your marketing efforts. More mobile devices are sold and more people are reading content on mobile screens than ever before, so it is crucial to your overall strategy to have mobile marketing expertise on your team. London-based Abacus Marketing agrees that mobile marketing could overtake desktop website marketing in just a few years.

  1. Big Data for personalization plays a key role

Marketers are increasingly using Big Data to get their brand message out to the public in a more personalized format. One obvious example is Google Trend analysis, a highly useful tool that marketing experts use to obtain the latest on what is trending around the world. You can — and should — use it in your business marketing efforts. Big Data will also let you offer specific content to buyers who are more likely to look for certain items, for example, and offer personalized deals to specific groups of within your customer base. Other tools, which until recently were the stuff of science fiction, are also available that let you do things like use predictive analysis to score leads.

  1. Visual media matters

A picture really is worth a thousand words, as the saying goes, and nobody can deny the effectiveness of a well-designed infographic. In fact, some studies suggest that Millennials are particularly attracted to content with great visuals. Animated gifs and colorful bar graphs have even found their way into heavy-duty financial reports, so why not give them a try in your business marketing efforts?

A few more tips:

  • Always keep your content relevant and current to attract the attention of your target audience.
  • Always keep all your social media and public accounts fresh. Don’t use old content or outdated pictures in any public forum.
  • Your reviews are a proxy for your online reputation, so pay careful attention to them.
  • Much online content is being consumed on mobile now, so focus specifically on the design and usability of your mobile apps.
  • Online marketing is essentially geared towards getting more traffic onto your site. The more people visit, the better your chances of increasing sales.

Want more insight on how digital marketing is evolving? See Shutterstock Report: The Face Of Marketing Is Changing — And It Doesn’t Include Vince Vaughn.

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About Sunny Popali

Sunny Popali is SEO Director at www.tempocreative.com. Tempo Creative is a Phoenix inbound marketing company that has served over 700 clients since 2001. Tempos team specializes in digital and internet marketing services including web design, SEO, social media and strategy.

Compelling Shopping Moments: 4 Creative Ways Stores Connect With Their Customers

Ralf Kern

compelling shopping momentsOn a recent morning, as I was going through my usual routine, my coffeemaker broke. I cannot live without coffee in the morning, so I immediately looked up my coffeemaker on Amazon and had it shipped Prime in one day. My problem was solved within minutes. My Amazon app, and my loyalty account with that company, was there for me when I needed it most.

It was in this moment that I realized the importance of digital presence for retailers. There is a chance that the store 10 minutes from my house carries this very same coffeemaker; I could have had it in one hour, instead of one day. But the need for immediate access to information pushed me to the online store. My local retailer was not able to be there for me digitally like Amazon.

Retail is still about reading the minds of your customers in order to know what they need and create a flawless experience. But the days of the unconnected shopper in a monochannel world are over. I am not alone in my digital-first mindset; according to a recent MasterCard report, 80% of consumers use technology during the shopping process. I, and consumers like me, use mobile devices as a guide to the physical world.

We don’t need to have an academic discussion about multichannel, omnichannel, and omnicommerce and their meanings, because what it really comes down to for your consumers, or fans, is shopping. And shopping has everything to do with moments in your customers’ lives: celebration moments, in-a-hurry moments, I-want-to-be-entertained moments, and more. Most companies only look for and measure very few moments along the shopping journey, like the moment of coupon download or the moment of sales.

Anticipating these moments was easier when mom and pop stores knew their customers by name. They knew how to be there for their shoppers when, where, and how they wanted it. And shoppers didn’t have any other options. Now it is crucial for companies to understand all of these moments and even anticipate or trigger the right moments for their customers.

In today’s digital economy the way to achieve customer connection is with simple, enjoyable, and personalized front ends that are supported by sophisticated, digital back ends. Then you can use that system to support your customer outreach.

Companies around the world are using creative and innovative methods to find their customers in various moments. Being there for customers comes in many different shapes and forms. Consider these examples:

Chilli Beans

A Brazilian maker of fashion sunglasses, glasses, and watches, Chilli Beans has a loyal following online and at over 700 locations around the world. Chilli Beans keeps its customers engaged by releasing 10 limited-edition styles each week. If customers like what they see, they have to buy fast or risk missing out.

Bonobos

Online men’s fashion retailer Bonobos reaches its customers with its Guide Shops. While they look like traditional retail outlets, the shops don’t actually sell any clothes. Customers come in for one-on-one appointments with the staff, and if they like anything that they try on, the staff member orders it for them online and it is shipped to their house. The 20 Guide Shops currently open have proven very successful for the company.

Peak Performance

Peak Performance, a European maker of outdoor clothing, has added a little magic to its customer experience. It has created virtual pop-up shops that customers can track on their smartphones through CatchMagicHour.com, and they are only available at sunrise and sunset at exact GPS locations. Customers who go to the location, be it at a lighthouse or on top of a mountain, are rewarded with the ability to select free clothing from the virtual shop that they have unlocked on their phones.

Shoes of Prey

The customer experience is completely custom at Shoes of Prey, a website where women can design custom shoes. From fabric to color, the customer picks every element, and then her custom creation is sent directly to her house. Shoes of Prey has even shifted its business model based on customer feedback. Its customers wanted to get inspiration and advice in a physical store. So Shoes of Prey made the move from online-only to omnicommerce and has started to open stores around the world.

While the customer experience for each of these connections is relatively simple – a website, a smartphone, an online design studio – the back end that powers them has to be powerful and nimble at the same time. These sophisticated back ends – powering simple, enjoyable, and personalized front ends – will completely change the game in retail. They will allow companies to engage their customers in ways we can’t even begin to imagine.

Technology will help you be there in the shopping moment. The best technology won’t annoy your customers with irrelevant promotions or pop-up messages. Instead, like a good friend, it will know how to engage with customers and when to leave them alone – how to truly connect with customers instead of manage them. Consequently, customer relationship management as we know it is an outdated technology in the economy of today – and tomorrow. Technologies that go beyond CRM will help retailers to differentiate. Aligning your organization and those technologies will be the Holy Grail to creating true and sustainable customer loyalty.

Learn more ways that business will never be the same again. Learn 99 Mind-Blowing Ways The Digital Economy Is Changing The Future Of Business.

Find out how SAP can help you go beyond CRM and support your retail business.

Ralf Kern is Global Vice President Retail for SAP and a retail ambassador for SAP. Interested in your feedback. You can also get in touch on Twitter or LinkedIn

This blog also appeared on SAP Customer Network.

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Ralf Kern

About Ralf Kern

Ralf Kern is the Global Vice President, Business Unit Retail, at SAP, responsible for the future direction of SAP’s solution and global Go-to-Market strategy for Omnicommerce Retail, leading them into today’s digital reality.

How Emotionally Aware Computing Can Bring Happiness to Your Organization

Christopher Koch


Do you feel me?

Just as once-novel voice recognition technology is now a ubiquitous part of human–machine relationships, so too could mood recognition technology (aka “affective computing”) soon pervade digital interactions.

Through the application of machine learning, Big Data inputs, image recognition, sensors, and in some cases robotics, artificially intelligent systems hunt for affective clues: widened eyes, quickened speech, and crossed arms, as well as heart rate or skin changes.




Emotions are big business

The global affective computing market is estimated to grow from just over US$9.3 billion a year in 2015 to more than $42.5 billion by 2020.

Source: “Affective Computing Market 2015 – Technology, Software, Hardware, Vertical, & Regional Forecasts to 2020 for the $42 Billion Industry” (Research and Markets, 2015)

Customer experience is the sweet spot

Forrester found that emotion was the number-one factor in determining customer loyalty in 17 out of the 18 industries it surveyed – far more important than the ease or effectiveness of customers’ interactions with a company.


Source: “You Can’t Afford to Overlook Your Customers’ Emotional Experience” (Forrester, 2015)


Humana gets an emotional clue

Source: “Artificial Intelligence Helps Humana Avoid Call Center Meltdowns” (The Wall Street Journal, October 27, 2016)

Insurer Humana uses artificial intelligence software that can detect conversational cues to guide call-center workers through difficult customer calls. The system recognizes that a steady rise in the pitch of a customer’s voice or instances of agent and customer talking over one another are causes for concern.

The system has led to hard results: Humana says it has seen an 28% improvement in customer satisfaction, a 63% improvement in agent engagement, and a 6% improvement in first-contact resolution.


Spread happiness across the organization

Source: “Happiness and Productivity” (University of Warwick, February 10, 2014)

Employers could monitor employee moods to make organizational adjustments that increase productivity, effectiveness, and satisfaction. Happy employees are around 12% more productive.




Walking on emotional eggshells

Whether customers and employees will be comfortable having their emotions logged and broadcast by companies is an open question. Customers may find some uses of affective computing creepy or, worse, predatory. Be sure to get their permission.


Other limiting factors

The availability of the data required to infer a person’s emotional state is still limited. Further, it can be difficult to capture all the physical cues that may be relevant to an interaction, such as facial expression, tone of voice, or posture.



Get a head start


Discover the data

Companies should determine what inferences about mental states they want the system to make and how accurately those inferences can be made using the inputs available.


Work with IT

Involve IT and engineering groups to figure out the challenges of integrating with existing systems for collecting, assimilating, and analyzing large volumes of emotional data.


Consider the complexity

Some emotions may be more difficult to discern or respond to. Context is also key. An emotionally aware machine would need to respond differently to frustration in a user in an educational setting than to frustration in a user in a vehicle.

 


 

download arrowTo learn more about how affective computing can help your organization, read the feature story Empathy: The Killer App for Artificial Intelligence.


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About Christopher Koch

Christopher Koch is the Editorial Director of the SAP Center for Business Insight. He is an experienced publishing professional, researcher, editor, and writer in business, technology, and B2B marketing. Share your thoughts with Chris on Twitter @Ckochster.

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In An Agile Environment, Revenue Models Are Flexible Too

Todd Wasserman

In 2012, Dollar Shave Club burst on the scene with a cheeky viral video that won praise for its creativity and marketing acumen. Less heralded at the time was the startup’s pricing model, which swapped traditional retail for subscriptions.

For as low as $1 a month (for five two-bladed cartridges), consumers got a package in the mail that saved them a trip to the pharmacy or grocery store. Dollar Shave Club received the ultimate vindication for the idea in 2016 when Unilever purchased the company for $1 billion.

As that example shows, new technology creates the possibility for new pricing models that can disrupt existing industries. The same phenomenon has occurred in software, in which the cloud and Web-based interfaces have ushered in Software as a Service (SaaS), which charges users on a monthly basis, like a utility, instead of the typical purchase-and-later-upgrade model.

Pricing, in other words, is a variable that can be used to disrupt industries. Other options include usage-based pricing and freemium.

Products as services, services as products

There are basically two ways that businesses can use pricing to disrupt the status quo: Turn products into services and turn services into products. Dollar Shave Club and SaaS are two examples of turning products into services.

Others include Amazon’s Dash, a bare-bones Internet of Things device that lets consumers reorder items ranging from Campbell’s Soup to Play-Doh. Another example is Rent the Runway, which rents high-end fashion items for a weekend rather than selling the items. Trunk Club offers a twist on this by sending items picked out by a stylist to users every month. Users pay for what they want and send back the rest.

The other option is productizing a service. Restaurant franchising is based on this model. While the restaurant offers food service to consumers, for entrepreneurs the franchise offers guidance and brand equity that can be condensed into a product format. For instance, a global HR firm called Littler has productized its offerings with Littler CaseSmart-Charges, which is designed for in-house attorneys and features software, project management tools, and access to flextime attorneys.

As that example shows, technology offers opportunities to try new revenue models. Another example is APIs, which have become a large source of revenue for companies. The monetization of APIs is often viewed as a side business that encompasses a wholly different pricing model that’s often engineered to create huge user bases with volume discounts.

Not a new idea

Though technology has opened up new vistas for businesses seeking alternate pricing models, Rajkumar Venkatesan, a marketing professor at University of Virginia’s Darden School of Business, points out that this isn’t necessarily a new idea. For instance, King Gillette made his fortune in the early part of the 20th Century by realizing that a cheap shaving device would pave the way for a recurring revenue stream via replacement razor blades.

“The new variation was the Keurig,” said Venkatesan, referring to the coffee machine that relies on replaceable cartridges. “It has started becoming more prevalent in the last 10 years, but the fundamental model has been there.” For businesses, this can be an attractive model not only for the recurring revenue but also for the ability to cross-sell new goods to existing customers, Venkatesan said.

Another benefit to a subscription model is that it can also supply first-party data that companies can use to better understand and market to their customers. Some believe that Dollar Shave Club’s close relationship with its young male user base was one reason for Unilever’s purchase, for instance. In such a cut-throat market, such relationships can fetch a high price.

To learn more about how you can monetize disruption, watch this video overview of the new SAP Hybris Revenue Cloud.

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