Predictive Analysis: 7 Reasons You Need It Today

Michael Brenner

illustration of crystal ball, predictive analysisWith today’s enterprise software you no longer have to take a shot in the dark at decision making. Regardless of your organization’s size, industry, or the products and services you offer, valuable data is generated with each customer interaction that can be tapped now for sustainable competitive advantage. How is this achieved?

By using predictive analytics, you’re able to learn from experience by extracting information from data and then using it to predict future trends or behaviors. Armed with this information, you can make smarter decisions and take thoughtful action with your target in plain sight.

If you’re considering predictive analytics or are looking to advance its use for your business, take a look at Seven Reasons You Need Predictive Analytics Today. This white paper by Prediction Impact Inc. details “the seven strategic objectives that can be attained to their full potential by employing predictive analytics.” In summary, they are:

1. Compete – Get a unique competitive advantage and learn competitors’ weaknesses before they do. Using a predictive model generated by your data, you have a proprietary source of business intelligence to help you generate sales and retain customers. This also enables you to identify microsegments of customers who choose your company compared to your competitors, letting you know where the competition falls short.

2. Grow – Predictively score each customer for sales-related behaviors and use the results to drive enterprise operations across customer-facing activities in sales, marketing, customer care, and more. Cut costs by pinpointing which customers to include in direct marketing campaigns or incentive programs.

3. Enforce – Increase fraud detection by scoring and ranking transactions with a predictive model. For added security, predictive analysis also gives you visibility into virus exposures, hacking intrusions, and other criminal activity.

4. Improve – Produce and deliver your product or service with increasing effectiveness. Predictive scoring helps manage risks; improve product manufacturing, testing, and repair; and advance central enterprise functions in various industries for supply chain optimization, HR performance, political constituent scoring, and more.

5. Satisfy – Exceed customer expectations by delivering them what they want, when they want it, securely and for less. With predictive analytics, your marketing campaigns are specifically targeted to the right customer. You deliver better products and services with improved core business capacity.

6. Learn – Get more out of your organization’s business intelligence than what happened in the past. Predictive analytics technology enables you employ the right model so you can use this data to learn from experience. Make use of social data and unstructured text in formulating predictions.

7. Act – Know when and how to take action with your customers with insight into each customer’s predictive score. Now you’ll know when to call, e-mail, offer incentives, and make other timely operational decisions. Gain strategic insights by inspecting the model’s internal pattern or rules.

This is just a summary of the many ways you can increase your organization’s competitive advantage with predictive analytics.

Tell us what you think of these 7 reasons in the comments below and follow me on twitter @BrennerMichael.


About Michael Brenner

Michael Brenner is the CEO of Marketing Insider Group, Head of Strategy at NewsCred, and the former VP of Global Content Marketing at SAP. Michael is also the co-author of the upcoming book The Content Formula, a contributor to leading publications like The Economist, Inc Magazine, The Guardian, and Forbes and a frequent speaker at industry events covering topics such as marketing strategy, social business, content marketing, digital marketing, social media and personal branding.  Follow Michael on Twitter (@BrennerMichael)LinkedInFacebook and Google+ and Subscribe to the Marketing Insider.

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13 Scary Statistics On Employee Engagement [INFOGRAPHIC]

Jacob Shriar

There is a serious problem with the way we work.

Most employees are disengaged and not passionate about the work they do. This is costing companies a ton of money in lost productivity, absenteeism, and turnover. It’s also harmful to employees, because they’re more stressed out than ever.

The thing that bothers me the most about it, is that it’s all so easy to fix. I can’t figure out why managers aren’t more proactive about this. Besides the human element of caring for our employees, it’s costing them money, so they should care more about fixing it. Something as simple as saying thank you to your employees can have a huge effect on their engagement, not to mention it’s good for your level of happiness.

The infographic that we put together has some pretty shocking statistics in it, but there are a few common themes. Employees feel overworked, overwhelmed, and they don’t like what they do. Companies are noticing it, with 75% of them saying they can’t attract the right talent, and 83% of them feeling that their employer brand isn’t compelling. Companies that want to fix this need to be smart, and patient. This doesn’t happen overnight, but like I mentioned, it’s easy to do. Being patient might be the hardest thing for companies, and I understand how frustrating it can be not to see results right away, but it’s important that you invest in this, because the ROI of employee engagement is huge.

Here are 4 simple (and free) things you can do to get that passion back into employees. These are all based on research from Deloitte.

1.  Encourage side projects

Employees feel overworked and underappreciated, so as leaders, we need to stop overloading them to the point where they can’t handle the workload. Let them explore their own passions and interests, and work on side projects. Ideally, they wouldn’t have to be related to the company, but if you’re worried about them wasting time, you can set that boundary that it has to be related to the company. What this does, is give them autonomy, and let them improve on their skills (mastery), two of the biggest motivators for work.

Employees feel overworked and underappreciated, so as leaders, we need to stop overloading them to the point where they can’t handle the workload.

2.  Encourage workers to engage with customers

At Wistia, a video hosting company, they make everyone in the company do customer support during their onboarding, and they often rotate people into customer support. When I asked Chris, their CEO, why they do this, he mentioned to me that it’s so every single person in the company understands how their customers are using their product. What pains they’re having, what they like about it, it gets everyone on the same page. It keeps all employees in the loop, and can really motivate you to work when you’re talking directly with customers.

3.  Encourage workers to work cross-functionally

Both Apple and Google have created common areas in their offices, specifically and strategically located, so that different workers that don’t normally interact with each other can have a chance to chat.

This isn’t a coincidence. It’s meant for that collaborative learning, and building those relationships with your colleagues.

4.  Encourage networking in their industry

This is similar to number 2 on the list, but it’s important for employees to grow and learn more about what they do. It helps them build that passion for their industry. It’s important to go to networking events, and encourage your employees to participate in these things. Websites like Eventbrite or Meetup have lots of great resources, and most of the events on there are free.

13 Disturbing Facts About Employee Engagement [Infographic]

What do you do to increase employee engagement? Let me know your thoughts in the comments!

Did you like today’s post? If so you’ll love our frequent newsletter! Sign up here and receive The Switch and Shift Change Playbook, by Shawn Murphy, as our thanks to you!

This infographic was crafted with love by Officevibe, the employee survey tool that helps companies improve their corporate wellness, and have a better organizational culture.


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Supply Chain Fraud: The Threat from Within

Lindsey LaManna

Supply chain fraud – whether perpetrated by suppliers, subcontractors, employees, or some combination of those – can take many forms. Among the most common are:

  • Falsified labor
  • Inflated bills or expense accounts
  • Bribery and corruption
  • Phantom vendor accounts or invoices
  • Bid rigging
  • Grey markets (counterfeit or knockoff products)
  • Failure to meet specifications (resulting in substandard or dangerous goods)
  • Unauthorized disbursements

LSAP_Smart Supply Chains_graphics_briefook inside

Perhaps the most damaging sources of supply chain fraud are internal, especially collusion between an employee and a supplier. Such partnerships help fraudsters evade independent checks and other controls, enabling them to steal larger amounts. The median loss from fraud committed
by a single thief was US$80,000, according to the Association of Certified Fraud Examiners (ACFE).

Costs increase along with the number of perpetrators involved. Fraud involving two thieves had a median loss of US$200,000; fraud involving three people had a median loss of US$355,000; and fraud with four or more had a median loss of more than US$500,000, according to ACFE.

Build a culture to fight fraud

The most effective method to fight internal supply chain theft is to create a culture dedicated to fighting it. Here are a few ways to do it:

  • Make sure the board and C-level executives understand the critical nature of the supply chain and the risk of fraud throughout the procurement lifecycle.
  • Market the organization’s supply chain policies internally and among contractors.
  • Institute policies that prohibit conflicts of interest, and cross-check employee and supplier data to uncover potential conflicts.
  • Define the rules for accepting gifts from suppliers and insist that all gifts be documented.
  • Require two employees to sign off on any proposed changes to suppliers.
  • Watch for staff defections to suppliers, and pay close attention to any supplier that has recently poached an employee.

About Lindsey LaManna

Lindsey LaManna is Social and Reporting Manager for the Digitalist Magazine by SAP Global Marketing. Follow @LindseyLaManna on Twitter, on LinkedIn or Google+.


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Data Analysts And Scientists More Important Than Ever For The Enterprise

Daniel Newman

The business world is now firmly in the age of data. Not that data wasn’t relevant before; it was just nowhere close to the speed and volume that’s available to us today. Businesses are buckling under the deluge of petabytes, exabytes, and zettabytes. Within these bytes lie valuable information on customer behavior, key business insights, and revenue generation. However, all that data is practically useless for businesses without the ability to identify the right data. Plus, if they don’t have the talent and resources to capture the right data, organize it, dissect it, draw actionable insights from it and, finally, deliver those insights in a meaningful way, their data initiatives will fail.

Rise of the CDO

Companies of all sizes can easily find themselves drowning in data generated from websites, landing pages, social streams, emails, text messages, and many other sources. Additionally, there is data in their own repositories. With so much data at their disposal, companies are under mounting pressure to utilize it to generate insights. These insights are critical because they can (and should) drive the overall business strategy and help companies make better business decisions. To leverage the power of data analytics, businesses need more “top-management muscle” specialized in the field of data science. This specialized field has lead to the creation of roles like Chief Data Officer (CDO).

In addition, with more companies undertaking digital transformations, there’s greater impetus for the C-suite to make data-driven decisions. The CDO helps make data-driven decisions and also develops a digital business strategy around those decisions. As data grows at an unstoppable rate, becoming an inseparable part of key business functions, we will see the CDO act as a bridge between other C-suite execs.

Data skills an emerging business necessity

So far, only large enterprises with bigger data mining and management needs maintain in-house solutions. These in-house teams and technologies handle the growing sets of diverse and dispersed data. Others work with third-party service providers to develop and execute their big data strategies.

As the amount of data grows, the need to mine it for insights becomes a key business requirement. For both large and small businesses, data-centric roles will experience endless upward mobility. These roles include data anlysts and scientists. There is going to be a huge opportunity for critical thinkers to turn their analytical skills into rapidly growing roles in the field of data science. In fact, data skills are now a prized qualification for titles like IT project managers and computer systems analysts.

Forbes cited the McKinsey Global Institute’s prediction that by 2018 there could be a massive shortage of data-skilled professionals. This indicates a disruption at the demand-supply level with the needs for data skills at an all-time high. With an increasing number of companies adopting big data strategies, salaries for data jobs are going through the roof. This is turning the position into a highly coveted one.

According to Harvard Professor Gary King, “There is a big data revolution. The big data revolution is that now we can do something with the data.” The big problem is that most enterprises don’t know what to do with data. Data professionals are helping businesses figure that out. So if you’re casting about for where to apply your skills and want to take advantage of one of the best career paths in the job market today, focus on data science.

I’m compensated by University of Phoenix for this blog. As always, all thoughts and opinions are my own.

For more insight on our increasingly connected future, see The $19 Trillion Question: Are You Undervaluing The Internet Of Things?

The post Data Analysts and Scientists More Important Than Ever For the Enterprise appeared first on Millennial CEO.


About Daniel Newman

Daniel Newman serves as the Co-Founder and CEO of EC3, a quickly growing hosted IT and Communication service provider. Prior to this role Daniel has held several prominent leadership roles including serving as CEO of United Visual. Parent company to United Visual Systems, United Visual Productions, and United GlobalComm; a family of companies focused on Visual Communications and Audio Visual Technologies. Daniel is also widely published and active in the Social Media Community. He is the Author of Amazon Best Selling Business Book "The Millennial CEO." Daniel also Co-Founded the Global online Community 12 Most and was recognized by the Huffington Post as one of the 100 Business and Leadership Accounts to Follow on Twitter. Newman is an Adjunct Professor of Management at North Central College. He attained his undergraduate degree in Marketing at Northern Illinois University and an Executive MBA from North Central College in Naperville, IL. Newman currently resides in Aurora, Illinois with his wife (Lisa) and his two daughters (Hailey 9, Avery 5). A Chicago native all of his life, Newman is an avid golfer, a fitness fan, and a classically trained pianist

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Do You Hear The Voice Of Your Customer?

Maria Morais

Try to find a company where customers bring something else other than cash, credit, or points in loyalty cards. You won’t find much. – John S. McKean

While most companies seem to have a good grasp of what “voice of the customer” means and its importance, there seems to be a big challenge around the cultural shift that the voice-of-the-customer strategy requires in order to be truly effective.

The main reason why companies don’t implement a customer-centric strategy is because they assume that they are in charge.

  • Companies give promotions to their customers;
  • Companies produce products that customers really want;
  • Companies collaborate with their customers in social channels;
  • Companies “target,” “acquire,” “manage,” and “retain” customers as if they were not able to manage their own wills.

The thinking behind all this mentality dismisses customers’ individual differences and customers’ real ability to contribute.

Many of us expected the balance of power between companies and customers to shift with omni-channel retail, but in fact companies are less involved with their customers thanks to big data, analytics, business intelligence, and programmatic marketing.

Collaboration doesn’t mean engagement

If the company is in charge, by creating methods of engagement, predicting behavior, and controlling the customer experience, the customer is not more than a number that belongs to a group of other similar “variables.” How can you really hear the voice of your customer with all this noise around you?

Improving technology to satisfy companies is not a substitute for direct knowledge voluntarily given by customers. Over the coming years customers will be emancipated from systems that were built to control them, and customer relationship management (CRM) will finally die as a software category.

Looking beyond CRM

Information mining is a key phase in any voice-of-the-customer strategy, and ethnographic methods have been proven to be the most efficient for customer-centric innovation rather than the usual quantitative methodologies. Companies need systems that aggregate raw data from all touch points affecting decision making in real time. This type of initiative typically has a significant upfront investment before measurable benefits can be realized, but even knowing that digital transformation is moving much more rapidly in some industries than in others, no one can afford to wait much longer.

Companies that invest in their customers now are the ones that will see the biggest profits in the future. The voice of the customer is rapidly evolving along with anything connected via the Web, and customers will completely stop sharing their voice with companies that simply follow legacy approaches and are obsessed with statistical inferences.

It’s time to change; it’s time to inspire your customers

Take our e-commerce self-assessment to see how you can deliver the omni-channel experience.

Learn how Technopolis is delivering a superb omni-channel shopping experience to its customers.

Find out more about the omni-channel customer experience in the SAP eBook Digital Disruption: How Digital Technology is Changing Our World.


About Maria Morais

Maria Morais is Customer Engagement and Commerce Retail Lead at IBM GBS. You can follow Maria Morais on Twitter @ceumorais.

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