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Why Probability Is the Key to Profit in the Digital Social Big-Data Age

10 Detailed Case Studies + Big Data & Analytics’ New Digital Divide + How to Think Like a Data Scientist Book Review: Numbers Rule Your World/Kaiser Fung

Why Probability Is the Key to Profit in the Digital Big-Data Age[UPDATED] Step inside a data scientist’s mind, and learn why probability is the key to profit and how it’s the key to understanding and using big data for better decision making. This fascinating and useful book clearly shows how people misunderstand probability and misuse statistics—and therefore big data—and how the knowledge gap leads to faulty models, thinking and decisions. New winners and losers are emerging in the digital social and big-data age. A new digital divide, people who think like data scientists and use probability to support decision making—and everyone else. The data science group will outperform, and Fung shows how creative, fun and useful data science is.

This book is a perfect twin to Duncan Watts’ Everything Is Obvious* Once You Know the Answer, which exposes how common sense pervades management decisions and failure. I shall refer to several specific connections between the […]

Digital Transformation's Personal Issue: It's the Key to Customer Experience

Digital Transformation’s Personal Issue reveals personal treatment to be the key to breakthrough customer experience, and it shows how digital social spaces enable Chief Digital Officers to use personal treatment to create more profit. Before they arrive, though, they need to lead their organizations through the Personal Issue. Digital Transformation's Personal Issue

The Personal Issue refers to a perceived conflict between empowered customers and profit-starved companies. Digital social technologies are enabling customers to “re-personalize” business and society because their online interactions among themselves are personal, which is changing their expectations of all interactions.

However, businesses resist treating customers personally because they fear cost and inefficiency. They don’t understand the digital social economics of treating customers personally online, at scale.

Meanwhile, the missions of chief digital officers (CDOs) and chief customer officers (CCOs) are creating bold new “customer experience” and profits by using digital technologies to transform organizations, brands and businesses. They will fulfill their missions far more quickly and completely by using the key.

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How to Tap the Social Business Double Value Proposition [CDO Guide to Social Business Part2]

How to Tap the Social Business Double Value Proposition outlines an efficient and rigorous process for using social business for digital transformation in two ways: social business itself can drive reputation, preference and profit, and it’s the fastest way to develop requirements for mobile, ecommerce and big data investments.

How to Tap the Social Business Double Value Proposition [CDO Guide to Social Business Part2]

The social business double value proposition works because it discovers, engages and validates the organization’s understanding of stakeholder outcomes. Every organization’s crucial stakeholders have outcomes that they hope to attain by interacting with the organization or using its products or services. Developing deep and broad knowledge of stakeholder outcomes enables the organization to serve and quickly deepen their relationships with their stakeholders—by helping them attain their outcomes by collaborating online; moreover, since it opens fast and inexpensive communication and collaboration channels with them, it can create a continuous innovation process and sustainable advantage over rivals.

The Guide to Social Business Part2 shows how to maximize efficiency by using external and internal analyses to create and execute social business strategy, step […]

The Social Business Enabler of Digital Transformation [CDO Guide to Social Business Part1]

TheSocial Business Enabler of Digital Transformation reveals how social technologies have changed the economics of interacting and collaborating, and it presents four ways that Chief Digital Officers can use social to lower risk and boost returns of digital transformation.

The Social Business Enabler of Digital Transformation [CDO Guide to Social Business Part1]Social business competency is pivotal to digital transformation because it combines four unusual characteristics. First, it makes interacting and collaborating an order of magnitude faster and less costly than current processes; second, few organizations understand how to use social business to interact with key customers to boost profit, so leaders enjoy rare advantage; third, when compared to ecommerce, mobile and big data & analytics investments, social business shows results quickly and costs less. Lastly, social business reveals what stakeholders really think when organizations aren’t in the room, so it’s effective for due diligence and “requirements analysis” for ecommerce, mobile and big data investments.

As Social Business Enabler of Digital Transformation explains, social business has a two-fold value proposition for Chief Digital Officers: they can use social directly to drive reputation, innovation and profit—and […]

Personal Individualized Experience: the DNA of Digital Transformation

Personal Individualized Experience: The DNA of Digital TransformationPersonal Individualized Experience is the DNA of digital transformation. It refers to using an optimal mix of people and digital technologies to provide personal interactions at scale, so it’s central to the mission of chief digital officers and CEOs and boards who hire them. Prior to digital and social technologies, organizations faced a trade-off between “personal” and “efficient” interactions with their stakeholders (customers, clients, employees, partners, regulators… hereafter “users”). Now this is no longer true; they can provide personal interactions at scale, once they learn how and where to interact efficiently and authentically.

Used well, digital and social technologies retain an authentic human element while digitizing key aspects of relating to people. Therefore, organizations/firms/brands (hereafter “firms”) can now provide the Personal Individualized Experience (PIE). This post explains the three components of PIE and shows how firms can use them to build and maintain authentic and profitable relationships with users.

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Social Business Strategy Use Cases

Social Business Strategy Use Cases[UPDATED] Social business strategy use cases represent scenarios in which most organizations find themselves, and they reflect some of the choices of which CDOs, CMOs and CEOs may use as they plan to evolve their enterprises in order to either improve returns or simply remain relevant in volatile markets.

Social business strategy is inherently transformational to large organizations whether they are in commercial, nonprofit or government sectors. All organizations are hives of people communicating and collaborating to execute business processes (“work”). Digital social technologies have reduced the cost of communication (and therefore much collaboration and work) by an order of magnitude (roughly ten times). Collaboration and innovation, before digital social technologies, were slow and expensive. Now they are very fast and inexpensive—when organizations learn how to use them. Organizations that learn how are more responsive to their constituents and customers, so the market rewards them—and will increasingly punish those that lag too far.

These use cases focus on building enterprise social business internal capability, and they are also helpful to consider when selecting social business advisors. Please consider […]

Transform the Enterprise [Social Business Team Building]

Transform the Enterprise [Social Business Team Building] case5Transform the Enterprise is almost always initiated by the CEO’s office, the CDO, the board of directors or other strategic body. Its defining characteristic is enterprise transformation, using social business as a key enabler. Some of its common business contexts are: the hiring of a (new) CDO (Chief Digital Officer), which is itself a commitment to use social business for transformation; a merger, major acquisition or sale whose focus is to redefine the enterprise; “pervasive social business” that results when several of the enterprise’s brands have had some social business success that the executive team wants to scale; scaling enterprise 2.0 social collaboration technologies; self-disruption to create a new level of competitiveness.

In 2013, digital marketing and firm executives are thinking about building their internal teams to provide more continuity and scale. Transform the Enterprise also focuses on the right side of the Social Business Life Cycle, specifically on Scale and Integrate. At this point, the enterprise usually has a panoply of social business or social media resources that it wants to knit together into a cohesive […]

Herd the Cats [Social Business Team Building]

Herd the Cats [Social Business Team Building] Case4[UPDATED] Herd the Cats is usually initiated by the CMO/CDO (Chief Digital Officer) or other enterprise practice or brand executive who discovers that various business units or brands in the organization have diverse social media presences without much apparent direction or business results. S/He wants to use strategy to provide a keel that resonates with corporate strategy, addressing issues as diverse as corporate citizenship, community, health or policy.

In 2013, digital marketing and firm executives are thinking about building their internal teams to provide more continuity and scale, so the champion often wants to create a social business “center of excellence” to serve several businesses or brands, leveraging enterprise resources to improve social business performance and contributions.

Herd the cats is the fourth of the five-part social business team building series The series describes team building in the context of various scenarios in which firms build social business capability, step by step, while investing wisely. Social Business Strategy Use Cases outlines and compares all five use cases while Social Business Team Building gives general guidance for how […]

Executive Summary: Advisory & Services Firm Social Business Adoption 2012

Executive Summary: Advisory & Services Firm Social Business Adoption 2012Advisory & Services Firm Social Business Adoption 2012 is a research survey that looks at social business advisory/consulting firms in a new way. Using quantitative methods, I compared consultants according to the needs of clients who want to transform their organizations with social business. The twelve metrics measure firms’ performance in business impact, sociality and transformation areas and rank firms within firm categories and overall.

Now prospective clients can compare Strategy firms, Big Four firms, Agencies, Analysts, Enterprise I.T. firms and Pureplays quantitatively. Moreover, consulting firms can use these metrics for guidance in building out their social business practices.

I launched CSRA in 2006, and we have always practiced social business as transformation. Client work in social business transformation enables me to see where the market is going, so this survey considers social business firms from that future state.

[UPDATE 8 Mar] Now available: “Executive Briefing” is even more summarized (14-slides) in two versions: Guidance for Clients and Guidance for Firms. Research survey results will be most useful if you follow the […]

Pureplay Report: Advisory & Services Firm Social Business Adoption 2012

Pureplay Report: Advisory & Services Firm Social Business Adoption 2012 Pureplays address social business as transformation by definition because they have been launched to address emerging market needs that established players either do not yet understand or have yet to organize to address. Moreover, Pureplays are not adding social business to their existing services; they have been formed to practice social business. They are a small cohort in this research survey because they were constrained to social business and transformation as were advisory firms in other categories.

Pureplay firms are often smallish startups, so they are quite limited in some areas when compared to established legacy firms as in this research survey. From a market and client perspective, Pureplays represent a vital part of the market and can offer unique capabilities; however, clients need to approach them with “eyes wide open” because the way they serve clients varies considerably.

There are thousands of social media advisory Pureplay firms that are focused on marketing and promotion. Pureplays’ capabilities are largely colored by their founders’ backgrounds. Dachis Group, SideraWorks and SocialxDesign directly address […]