The Rise of the Chief Data Officer (CDO)
Data has taken on a central role in our daily lives, permeating nearly every activity in the business and public sectors. It’s now considered an essential piece of the puzzle for any serious organization, enabling everything from game-changing insights to the birth of entire new technologies or business models.
In fact, data is so important nowadays that some experts are saying that it’s the most valuable resource in the modern economy, even going as far as describing data as the “new oil”. While not everyone agrees with this kind of hyperbole, it’s fair to say that how organizations approach data will be a major determining factor for future growth and success – and thus, having someone to make the most of data is crucial.
To guide these kinds of decisions, many organizations are making a structural change to their C-suite: the addition of a Chief Data Officer (CDO).
The Changing C-Suite
The set of executives that reports to the modern CEO is constantly evolving, and over the last couple of decades we’ve seen the implementation of other tech-focused positions such as the Chief Information Officer (CIO) and the Chief Technology Officer (CTO).
The CDO is the newest addition to the mix, and it’s a job that’s responsible for enterprise wide governance and utilization of information as an asset. This includes oversight over data processing, analysis, data mining, information trading, and other means.
Today’s infographic comes from Raconteur, and it breaks down organizational perspectives on the role of the CDO, along with how execs in this fast-evolving position are allocating their time to achieve their mandates.
The CDO Mandate
Approximately 90% of large global organizations will have a CDO by 2019, and the general mandate for most CDOs will be as follows:
Raw internal data exploration, diagnostic analytics, and value-added data quality and integration
External context and benchmarking, cost-reduction analysis, and business-driven growth opportunities
Data monetization, cognitive trend analysis, and innovative business models
Meanwhile, Gartner breaks it down in a similar way, suggesting that CDOs spend 45% of their time focused on value creation or revenue generation, 27% on risk mitigation, and 28% on cost savings and efficiency.
Who Makes a Good CDO?
As with any new type of role, there are always questions about how to get someone that is the right fit.
Here is the background of successful CDOs thus far, according to NewVantage Partners:
|Background||Percentage of Successful CDOs|
|External change agent||34%|
|Results-driving line executive||13%|
Like the constantly evolving landscape of data itself, the role of CDO will keep changing in the future as more organizations search for new ways to make the most of this precious resource.
Visualizing the Size of Amazon, the World’s Most Valuable Retailer
Amazon’s valuation has grown by 2,830% over the last decade, and the tech giant is now worth more than the other 9 largest U.S. retailers, combined.
Visualizing the Size of the World’s Most Valuable Retailer
As brick-and-mortar chains teeter in the face of the pandemic, Amazon continues to gain ground.
The retail juggernaut is valued at no less than $1.4 trillion—roughly four times what it was in late 2016 when its market cap hovered around $350 billion. Last year, the Jeff Bezos-led company shipped 2 billion packages around the world.
Today’s infographic shows how Amazon’s market cap alone is bigger than the nine biggest U.S. retailers put together, highlighting the palpable presence of the once modest online bookstore.
The New Normal
COVID-19’s sudden shift has rendered many retail outfits obsolete.
Neiman Marcus, JCPenney, and J.Crew have all filed for bankruptcy as consumer spending has migrated online. This, coupled with heavy debt loads across many retail chains, is only compounding the demise of brick-and-mortar. In fact, one estimate projects that at least 25,000 U.S. stores will fold over the next year.
Still, as safety and supply chain challenges mount—with COVID-19 related costs in the billions—Amazon remains at the top. It surpasses its next closest competitor, Walmart, by $1 trillion in market valuation.
How does Amazon compare to the largest retailers in the U.S.?
|10 Largest Public US Retailers*||Market Value July 1, 2020||Market Value July 1, 2010||Normalized % Change 2010-2020||Retail Revenue|
|The Kroger Co.||$26B||$13B||107%||$118Be|
|Walgreens Boots Alliance||$36B||$26B||38%||$111B|
|The Home Depot||$267B||$47B||466%||$108B|
|Combined value of retailers (without Amazon)||$1,071B|
Source: Deloitte, YCharts
*Largest public US retailers based on their retail revenue as of fiscal years ending through June 30, 2019, e=estimated
With nearly a 39% share of U.S. e-commerce retail sales, Amazon’s market cap has grown 2,830% over the last decade. Its business model, which aggressively pursues market dominance instead of focusing on short-term profits, is one factor behinds the rise.
By the same token, one recent estimate by The Economist pegged Amazon’s retail operating margins at -1% last year. Another analyst has suggested that the company purposefully sells retail goods at a loss.
How Amazon makes up for this operating shortfall is through its cash-generating cloud service, Amazon Web Services (AWS), and through a collection of diversified enterprise-focused services. AWS, with estimated operating margins of 26%, brought in $9.2 billion in profits in 2019—more than half of Amazon’s total.
Amazon’s Basket of Eggs
Unlike many of its retail competitors, Amazon has rapidly diversified its acquisitions since it originated in 1994.
Take the $1.2 billion acquisition of Zoox. Amazon plans to operate self-driving taxi fleets, all of which are designed without steering wheels. It is the company’s third largest since the $13.7 billion acquisition of organic grocer Whole Foods, followed by Zappos.
Accounting for the lion’s share of Amazon-owned physical stores, Whole Foods has 508 stores across the U.S., UK, and Canada. While Amazon doesn’t outline revenues across its physical retail segments—which include Amazon Books stores, Amazon Go stores, and others—physical store sales tipped over $17 billion in 2019.
Meanwhile, Amazon also owns gaming streaming platform Twitch, which it acquired for $970 million in 2017. Currently, Twitch makes up 73% of the streaming market and brought in an estimated $300 million in ad revenues in 2019.
Despite the flood of online orders due to quarantines and social distancing requirements, Amazon’s bottom line has suffered. In the second quarter of 2020 alone, it is expected to rack up $4 billion in pandemic-related costs.
Yet, at the same time, its customer-obsessed business model appears to thrive under current market conditions. As of July 1, its stock price has spiked over 51% year-to-date. On an annualized basis, that’s roughly 100% in returns.
As margins get squeezed and expenses grow, is Amazon’s growth sustainable in the long-term? Or, are the company’s strategic acquisitions and revenue streams providing the catalysts (and cash) for only more short-term success?
10 Types of Innovation: The Art of Discovering a Breakthrough Product
How do companies like Amazon and Apple consistently make game-changing products? Here are 10 types of innovation, and the tactics that lead to big breakthroughs.
The Art of Discovering Breakthrough Products
As venture capitalist Peter Thiel once put it, “competition is for losers”.
It’s inevitable that every company must be out there battling for market share, but you don’t really want to be in a situation where the competition is so stiff that any potential upside is eroded away in the process—―a scenario known as perfect competition in economics.
To avoid perfect competition, companies must strive to build an economic moat that gives them a sustainable competitive advantage over time. While these protective moats can arise from a number of different sources, in today’s information economy they most often arise from the power of innovation.
But where does innovation come from, and is there a universal framework that can be applied to help consistently make big breakthroughs?
The 10 Types of Innovation
In today’s infographic, we showcase the culmination of years of in-depth research from Doblin, an innovation-focused firm now owned by Deloitte.
After examining over 2,000 business innovations throughout history, Doblin uncovered that most breakthroughs don’t necessarily stem from engineering inventions or rare discoveries.
Instead, they observed that innovations can be categorized within a range of 10 distinct dimensions—and anyone can use the resulting strategic framework to analyze the competition, to stress test for product weaknesses, or to find new opportunities for their products.
Here are the 10 types of innovation:
|1.||Profit Model||How you make money|
|2.||Network||Connections with others to create value|
|3.||Structure||Alignment of your talent and assets|
|4.||Process||Signature of superior methods for doing your work|
|5.||Product Performance||Distinguishing features and functionality|
|6.||Product System||Complementary products and services|
|7.||Service||Support and enhancements that surround your offerings|
|8.||Channel||How your offerings are delivered to customers and users|
|9.||Brand||Representation of your offerings and business|
|10.||Customer Engagement||Distinctive interactions you foster|
From Theory to Practice
What does innovation look like in practice?
Let’s see how well-known businesses have leveraged each of these 10 types of innovation in the past, while also diving into the tactics that modern businesses can use to consistently make new product breakthroughs:.
Innovation Types #1-4: “Configuration”
According to Doblin, the first four types of innovation center around the configuration of the company, and all the work that happens “behind the scenes”.
Although innovation types in this category are not directly customer-facing, as you can see in the examples below, they can still have an important impact on the customer experience. How your company and products are organized can have a crucial downstream effect, even enabling innovations in other categories.
Two of the most interesting examples here are Google and McDonald’s. Both companies made internal innovations that empowered their people to make important advancements further on downstream.
In the case of McDonald’s, the franchisee insight that led to the introduction of the Egg McMuffin spearheaded the company’s entire breakfast offering, which now accounts for 25% of revenues. Breakfast is also now the company’s most profitable segment.
Innovation Types #5-6: “Offering”
When most people think of innovation, it’s likely the offering category that comes to mind.
Making improvements to product performance is an obvious but difficult type of innovation, and unless it’s accompanied by a deeply ingrained company culture towards technical innovation, such advancements may only create a temporary advantage against the competition.
This is the part of the reason that Doblin recommends that companies focus on combining multiple areas of innovation together—it creates a much more stable economic moat.
Apple has a reputation for innovation, but the product ecosystem highlighted above is an underappreciated piece of the company’s strategy. By putting thought into the ecosystem of products—and ensuring they work together flawlessly—additional utility is created, while also making it harder for customers to switch away from Apple products.
Innovation Types #7-10: “Experience”
These types of innovation are the most customer-facing, but this also makes them the most subject to interpretation.
While other innovations tend to occur upstream, innovations in experience all get trialed in the hands of customers. For this reason, intense care is needed in rolling out these ideas.
In the early days of the internet, online shipping was precarious at best—but Amazon’s introduction of Amazon Prime and free expedited shipping for all members has been a game-changer for e-commerce.
Executing on such a promise was no small task, but today there are 150 million users of Prime worldwide, including some in metro areas who can get items in as little as two hours.
Making Innovations Happen in Your Organization
How can organizations approach the 10 types of innovation from a more tactical perspective?
One useful resource is Doblin’s free public list of over 100 tactics that correspond with the aforementioned framework.
The one-pager PDF provides a range of typical dimensions for approaching each type of innovation. In essence, these are all different ways you could consider when trying to differentiate your product or service—and at the very least, it provides a useful thought experiment for managers and marketers.
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