Archives For Advanced Analytics

In January 2015 I wrote in my Information Age column about what I referred to as: “2015 – The Year of Data Leadership” (posted on my blog as well: http://bit.ly/1SCPZVr). I wrote on this topic periodically over the course of 2015 and included updates in my presentations at the PASS – “Business Analytics Conference (June – Santa Clara)” & Information Age’s “Data Leadership 2015 (November – London)”. Now that the year is finally complete and as we enter 2016 with a full head of steam, I would like to share with all of you a Report Card that I developed which “grades” the progress (or not) that was made in respect to executing on the basic elements of my Data Leadership Nexus.

There are three foundational categories which I would grade each Organization on in their pursuit of becoming a Predictive Enterprise.

  1. Leadership Literacy & Acumen in “All things Digital, Data & Analytics” (aka Top-Down Leadership)
  2. Strategic Leverage of the Organization’s Core Competencies in Digital, Data & Analytics.
  3. Empowering a Culture of Analytics & Data-driven Decisioning. (aka Cultural Adoption)

These three fundamental categories of the Data Leadership Nexus working in concert with each other can produce the maximum transformation & subsequent strategic outcomes in the shortest period of time. All require close monitoring and nurturing by the CEO & Board along the entire journey to insure the appropriate effects are fully instantiated.

The Nexus of Top-Down Leadership, Cultural Adoption and the enabling Core Competencies of Digital, Data & Analytics creates a unique strategic framework for becoming a Predictive Enterprise. Adopting the framework provides a path to strategic transformation, but requires each “leg of the stool” to carry its full weight.

Grading the success of any organization’s transformation into a Predictive Enterprise will always be subjective so I am using a scale of 1-5 (1 =Failing Outright, 3=Trying real hard, 5=Tangible Success) to provide some granularity, but not specificity as to actual performance (think of it as a trend).

The 2015 Data Leadership Report Card

  • Top-down Data Leadership by CEO & Board: (Grade=2)
  • Leverage of Core Competencies in Digital, Data & Analytics (Grade=3)
  • Cultural Adoption & Empowerment (Grade=1)

My Grading Rationale is as follows;

  1. CEO’s & Boards are beginning to move in the right direction in terms of their Accountability for “all things digital, data & analytics”, but more importantly that they are core to their strategy and must be integrated in up-front, not bolted on later. All Eight CEO’s featured in my series, “Profiles in Data Leadership” understand this intrinsically and did not have to be “converted” after the fact. There is much progress that needs to be made in respect to moving from a Technical view (delivered by IT) to a strategic view (driven from the top-down)
  2. Most (if not all) Organizations have invested heavily (and will continue to do so it appears) in digital, data & analytics solutions & capabilities, but have not made the transition to using them as Core Competencies. This is due to the continued fixation on specialization and not generalization of these skills. I see these barriers breaking down over time, but they are a disabler to achieving the pervasive (and not selective) use of digital, data & analytics to achieve competitive advantage and strategic outcomes.
  3. Moving the Organization’s Culture from gut-based & hierarchical decision making to data-driven & fully analytics empowered is a long-term journey for everyone, but is nonetheless the linchpin of strategic success. The use of Proxy Leaders and Unicorns (aka Data Scientists) is counter-productive to this effort as it leaves the vast majority of the Organization on the sidelines. Organizational Culture is the shadow of the CEO (and Board) and reflects their actions and demeanor. If you have a CEO & Board who are dedicated to Top-down Data Leadership you will soon have an Organizational Culture that is in lock step with the plan to transform into a Predictive Enterprise.

In 2016 and beyond I see major improvements in all three foundational categories, especially as the experimentation with the fashion statements of Proxy Leaders and Unicorns fails miserably and common sense/strategic approaches become the norm.

I will continue to write on this matter and to provide a 2016 Report Card over the coming year.

Stay tuned!

RL

 

 

 

 

 

Each day we seem to be bombarded with more and more hype about the need for Proxy Leaders aka Chief Whatever Officers and other Fashion Statements such as Data Scientists. There are specialist recruiters, IT Analysts and Conference organizers who promote these roles along with a chorus of IT people who seem to not have much respect for their boss, the CIO. Frankly, I am sick of hearing/reading all of it and in spite of my best efforts to tune out these voices out they seem to be everywhere. It appears to me that the entire vendor, analyst & pundit community have sold the farm on the success of these IT Superheroes in spite of a legacy of more than 50 years of failure by IT to lead in respect to Data, Information & Analytics. I am not one of these “true believers in the next data prophet”. For my money when it comes to creating effective Data Leadership  I am going to bet on the traditional organizational hierarchy which begins with the CEO (in partnership with his/her Board). To that end that is why I have devised The Data Leadership Nexus in the fashion that I didFor those who have been following my Data Leadership Nexus articles, blogs and tweets you know that I have been promoting the notion that “2015 – The Year of (Top-Down) Data Leadership”.

In support of this, I have been working with Clients and other Like-Minded Thinkers to develop 5-year plans for CEO’s & Boards to transform their Organizations into Predictive Enterprises within this timeframe (if not sooner). To help better understand what that journey looks like from the perspective of those who have already undertaken it (albeit on a slightly different path at times) I am authoring a new series which profiles these Data Leaders.  It is loosely modeled after JFK’s book entitled “Profiles in Courage” something that I was inspired by in my youth.

I have several of these profiles in development now. The first two out of the gate will be;

  • Maryland Governor Martin O’Malley the CEO behind CitiStat (Baltimore) and StateStat (Maryland)
  • Brian Cornell, the new CEO of Target Corporation
  • Jim Smith, CEO of Thomson Reuters
  • Alistair Currie, CEO/COO of ANZ Bank

I believe that you will find all of these profiles very compelling and all will run counter to the many waves of hype that you are subject to on a daily basis in respect to data & analytics advocacy and management. Look for these postings in the coming days. In the meantime you can Recap (or read in full detail) all aspects of The Data Leadership Nexus starting here: (https://infomgmtexec.me/2014/09/16/recap-the-data-leadership-nexus/)

Stay Tuned!

Richard

“Courage profiles” by Source. Licensed under Fair use via Wikipedia

October & November will be frantic months of activities with a strong focus on Conferences. Check back often for updates and additions. In most cases I will be Tweeting and Blogging live from each conference;

Conferences:

Association of Change Management Professionals (ACMP): “2014 Change Connect Symposium” – October 1-2 – Microsoft Campus Commons (http://www.acmppnwnetwork.org/?page_id=326)

Digital Analytics Association (DAA): “Monster Analytics Mashup” – October 16th – Microsoft Conference Center (http://www.digitalanalyticsassociation.org/calendar_day.asp?date=10/16/2014&event=260#.VCWfF8LF-yM)

Information Age (UK): “Data Leadership 2014” – October 30th – The Grange Tower Bridge Hotel (London) (http://www.dataleadership.co.uk) :

Keynote: “Embracing The Data Leadership Nexus for Strategic Success”

UK Open Data Initiative: “ODI Summit 2014” – November 2-4 – British Film Institute (London) (http://summit.theodi.org/)

Articles:

IBM Big Data Hub: “The Privacy Corner”. “Discrimination and Other Abuses drive the Need for Ethics in Big Data” (http://ibm.co/1sKmkx0)

Information Age (UK): “Transforming into a Predictive Enterprise” (http://www.information-age.com/technology/information-management/123458506/holy-grail-big-data-becoming-predictive-enterprise)

Information Age (UK): “The State of Open Data” (November 15th (URL to be posted at time of publishing)

IBM Big Data Hub: “The Privacy Corner”. “Have we already lost the Privacy battle?” (November – Date TBD)

The Data Leadership Nexus (Blog):

“Reflections on Data Leadership 2014” (November 4th)

“How to Successfully Execute your Transformational Plan for becoming a Predictive Enterprise” (November 15th)

“The Data Leadership Nexus: (Recap)” (Updates throughout the month) (https://infomgmtexec.me/2014/09/16/recap-the-data-leadership-nexus/)

 

In my last post, I laid out the notion of The Data Leadership Nexus and its five basic components;

  • Top-Down Leadership (by the Senior Executive Team)
  • Data, Information & Analytics
  • Organizational Culture 

I will discuss the most important component of The Data Leadership Nexus in this posting entitled, “Leadership Requirements in the Predictive Enterprise”. 

Much has been written about the criticality of strong Leadership. It is an essential requirement to becoming a Predictive Enterprise. One of the foremost thinkers on Leadership, Warren Bennis passed away just last month (July 2014). He chronicled the attributes and characteristics of “The Modern Leader” in his many books on the subject, but his basic conclusion (in my words) on the role of Leadership was; “We can neither transform, nor reach successful strategic outcomes without strong and effective Leadership from the Top Down”. It is on this point alone that I continue to bristle against the growing advocacy for “Chief Whatever Officers”.

No matter the domain (data, data protection, data security, analytics, digital, etc.), I do not agree with the constant drumbeat to appoint a “czar” to fix (or enhance) a function which is the direct accountability of the Senior Executive Team (whom I will refer to as the SET going forward). What is required here is to address the data, information & analytics shortcomings of the Current Generation of Senior Executives in respect to the Key Attributes of; Education, Acumen, Competency & Operational Experience such that they (and only them) can take assume their critical (and natural) role in the The Data Leadership Nexus. We cannot continue to run away from the real problem as to why we are not realizing the benefits from 50+ years of investing inordinately in data, information & (most recently) analytics. Clearly, the CIO (in all forms and incarnations) has not been able to accomplish this and no type of proxy will be able to be successful either. It is simply a waste of precious time and resources to go down this path (CDO, CAO, etc.) and then discover it didn’t work (once again).

Let’s get started. As some of you may have gathered from my recent article in IBM’s Data Magazine ( http://bit.ly/1vvhwea ) the vast majority of today’s Senior Executives do not have all (or even some) of these major attributes in their favor when it comes to Data Leadership. Suffice it to say that these were not essential as they climbed the organizational ladder and honed their Executive skills over the past several decades. However, because of these shortcomings they now find themselves acting as cheerleaders for strategies and capabilities that they do not really understand in detail, nor can lead from a position of strength. This has lead to the use of a crutch by appointing “a czar” (proxy) or being too timid altogether in pursuing sound strategies and outcomes (i.e. limited capital & manpower investments, short-term benefits realization horizons, being “gun shy” of risks, etc.). This short-sightedness has not compensated for their lack of Education, Acumen, Competency & Operational Experience in data, information & analytics and  is subjecting them to the fundamental executive shortcoming of: “You can’t lead (to success) what you don’t understand”.  How we overcome this challenge is the critical path to success in achieving the Leadership component of The Data Leadership Nexus.

The most immediate path to overcoming these Leadership challenges is to bootstrap all of the required attributes for each member of the Senior Executive Team via Mentoring, Coaching, Advisory activities and Academies/Boot Camps. Time is precious with each of these SET members so a personalized plan must be developed and executed in a fashion that demonstrates real-time progress and an acceleration of results to get to a level of capabilities and understandings consistent of the needs for true Data Leadership. These plans will then have a long-range view in order to maximize and sustain results. There are many Boutique Tier 1 & Tier 2 consultancies who have the practice capabilities to fill these requirements for their clients. Most realize, along with myself that it is essential to transfer the required domain knowledge and skills to SET members to achieve strategic success for the Client Organization. At the end of the day, The Client must lead with Advisors/Consultants providing a supporting role in the background. While these boundaries blur at times, it is the most proven path to success in both the short and long haul.

Most importantly we must better prepare the Next Generation of Executives for their own Data Leadership roles by baking all of these same attributes into every aspect of their personal and professional development activities such that they too can assume the mantle of leadership when it is their time and be fully prepared (and tested in advance) for it.

It’s a challenge to provide the necessary detail of the path forward in a short posting, but I hope that I have conveyed not only the necessity of Top Down Data Leadership, but the urgency of addressing the current shortcomings in today’s Senior Executive Teams such that they can assume this accountability along with all of the others they currently have.

In my next posting I will jump down our list of Basic Components to #5 – Organizational Culture. It is a companion to Top Down Data Leadership and is the reflection of how effective and persuasive that the Senior Executive Team is in both articulating and ultimately executing the Organizations’ Data, Information & Analytics Strategies & Tactics. Look for this next posting sometime soon.

Richard

 

I have a number of Thought Leadership items slated for going live in August. Below is a listing of their titles and publication dates.

  • August 1st (WordPress Blog Series): “The Chief Data Officer: – Superhero, False God of Data or Fashion Statement? – Reflections on the MIT 8th Annual CDO & IQ Symposium” (Cambridge, MA) (www.infomgmtexec,me)
  • August 5th (WordPress Blog Series): “Overview: The Data Leadership Nexus” (www.infomgmtexec.me)
  • August Early (approx) – IBM Big Data & Analytics Hub: The Privacy Corner – “Privacy and Social Experimentation” (www.ibmbigdatahub.com). If you want to follow all of my blogs on the Big Data & Analytics Hub use this link to set up an RSS feed: (http://www.ibmbigdatahub.com/blog/feed/richard-lee)
  • August 11th (WordPress Blog Series): “The Data Leadership Nexus: Leadership Requirements in the Predictive Enterprise” (www.infomgmtexec.me)
  • August Late – Sept. Early: Information Age: Monthly Column – “The Data Leadership Nexus” (1st installment in this series) (www.information-age.com)
  • August 30th (WordPress Blog Series): “The Data Leadership Nexus: Organizational Change” (www.infomgmtexec.me)

Keep an eye out for calendar updates and additional postings.

Enjoy!

RL

May in the UK

April 26, 2014 — Leave a comment

I will be leaving for the UK on May 3rd to spend a month in London and the Scottish Highlands. I am hopeful for good weather in both locations as it has been so miserable here in Seattle this past Spring and Winter.

During my stay in London I will be participating in the following Conferences/Events:

1.- The Chief Data Officer Summit at the Kensington Close Hotel (http://www.chiefdataofficersummit.com/) (held in conjunction w/ Data Today). I will be tweeting from the event representing Information Age and writing an article on the event for Information Age readers.

2.- The Software Defined Anything Symposium – SDx at the Langham Hotel (http://www.information-age.com/node/50422). I will be keynoting on the topic of “Privacy Engineering for a Software Defined World”. See my article in the May issue of Information Age for a preview of my comments.

3.- OVUM’s Industry Congress 2014 at the Victoria Park Plaza ( http://www.ovumindustrycongress.com ). I will be there with my Information Age hat on and will be tweeting from seminars on Data Management & Data Governance, Digital Strategies and Others topics

4.- Insurance Strategies Perspective – Solvency II Event (http://www.insurancestrategyperspectives.com/news/?page_id=25) – Central LondonI will be there to hear the latest from UK/EU Thought Leaders on the Solvency II Scheme.

Additionally, I will be meeting with colleagues from the Strategic Planning Society, the Strategic Management Forum, Source for Consulting & PCG as well as a number of Business Transformation consultancies. I am looking forward to talking shop with a number of seasoned leaders and practitioners in this space of the consulting market.

Following on to my two-weeks in London are two weeks up in Scotland where I am staying at Bob Dylan’s Highland Estate, Aultmore. (http://www.aultmoreestate.com/) in my favorite village of Nethy Bridge (where I lived in 2006-2007). I will be climbing some Munros, visiting Glencoe and Atlantic Salmon fishing for a week on the Middle Spey at Craigellachie (http://www.fishpal.com/Scotland/Spey/Craigellachie/) with Ghillie, Dougie Ross. This will be the highlight of my trip for sure. Stay tuned for updates and photos of all “The Springers” that I catch (and release) during my fishing.

Finally, I am going to do a detailed study on the new range of Macallan 1824 Series Single Malts (http://www.themacallan.com/the-whisky/the-1824-series/). It just happens that The Macallan distillery is across the River Spey from the Craigellachie fishing beats so…. I will report in on my study as it progresses.

Sláinte

I have watched with considerable interest and bemusement the feigned outrage and posturing by many segments of the population since the revelations of the NSA’s global SIGINT programs. I find it all amusing at best given how little everyone has paid attention to fact that their Privacy began eroding back in the ’80’s and has diminished to Near Zero at this point. It is hard to believe that everyone should be so upset about something that they lost (or abdicated) such a long time ago (for many, before they were even born) and yet now are just realizing it. Nonetheless, perhaps these events and all of the spleen venting that continues to go on about them will start a dialog about “The Illusion of Privacy”.

Privacy is a state of mind (like Trust) that cannot be quantified or regulated in the world that we live in today. Virtually every consumer has abdicated their Privacy Rights by signing one EULA after another with their Service & Software Providers for all of the “apps, gadgets & devices” that they require to support their daily lives. Has anyone (besides Lawyers) ever read one of these before clicking Accept? Doubtful, I imagine and if you did read it what are your options? Decline is not one of them.

In the end we all must develop more Situational Awareness. If you fall into the trap of complacency and believe that there will be no consequences to anything that you post, write or say then you are truly the fool. We should all embrace the notion of “Low Tech” Face-to-Face (F2F) communications from inside our own personal SCIF’s (Secure Compartmentalized Information Facilities) aka our converted bomb shelters (for those who grew up during the Cold War). This is probably the only means of Privacy that we still have available.

Embrace the horror that we have created in our zeal for technology and for having abandoned our individual roles in checking the power and growth of Government intrusion in our daily lives.

Until next time.