|By Jason Bloomberg||
|August 15, 2014 09:45 AM EDT||
Imagine for a moment you’re in the woods, trying to climb to the top of a nearby mountain – only you’ve lost your way, and you’re not sure where the mountain is. So you get the bright idea: simply walk uphill until you can’t walk uphill any more. At that point you’ll be at the top of the mountain, right?
The answer, of course, is perhaps, but probably not – and in any case, the strategy of always walking uphill is an unquestionably poor technique for finding your way to the top of a mountain, given the unpredictable nature of the terrain. After all, this strategy will simply take you to the top of a nearby hill. Only if you’re exceptionally lucky will that hill end up being the mountain you’re looking for.
This hill-climbing story illustrates the problem of local optima: any optimization strategy that focuses on improving the current situation may not lead to the best solution. So, how do you find the best solution? Well, it depends. Perhaps you can see the mountain from where you are, but perhaps not. Maybe you simply have to RTFM (read the frickin’ map), assuming you have one, and you can identify your current location. Or perhaps you should set off in a random direction for a random amount of time, see where you end up, and then try going uphill – repeating as often as necessary. Eventually you’re bound to hit upon the mountain, right? Bottom line: there is no straightforward answer.
The reason this Cortex is spending time climbing mountains is because the local optima problem affects most Digital Transformation initiatives, since the majority of such initiatives are centered on some kind of optimization activity: optimize the customer experience, or optimize the integration of Web and mobile, or optimize the organization’s use of social media, etc.
If you set a goal based upon starting where you are today and heading in a direction that will improve the current situation, you will likely reach a local optimum. But it probably won’t be the true optimal strategy, because, of course, some competitor will end up beating you to the top of that mountain – a mountain you may not have even known about until it’s too late.
Nevertheless, managers love optimization strategies, because they lead to positive business outcomes, and positive business outcomes lead to cash bonuses. And after all, labeling such optimizations as Digital Transformations is generally accurate, as you are using digital technologies to change your business somehow. But we’re still missing a big part of the transformation picture: disruption.
Disruptions shake up the status quo in some unpredictable direction, much like the random walk approach to finding the mountain peak. They can help you avoid the problem of local optima, but even so, there’s no telling if they will take you any closer to your goal. The challenge for Digital Transformation initiatives, therefore, is to leverage – or even introduce – disruptions in a way that will actually help you find that highest mountaintop.
But disruptions are inherently unpredictable and risky. External disruptions – sudden changes in the marketplace, geopolitical environment, available technology, etc. can occur at any time, and even internal disruptions, including reorganizations, changing management policies, new management, etc., can lead to unpredictable results. What’s a risk-adverse manager to do?
Intuition tells us that disruptive transformations are potentially much more likely to help us achieve our strategic goals than optimization transformations, even though they appear to be much higher risk. Do we stick to optimizations, comfortable in the business outcomes we can achieve, even though we may miss the mountaintop? Or do we place a bet on a disruptive transformation, even though it feels like a plunge into chaos? Perhaps we have no choice, as an external disruption may force us to take the riskier path. How do we manage our Digital Transformation then?
Enter Complex Systems Theory
Some background: Complex Adaptive Systems are self-organizing systems of systems that exhibit emergent properties, which are properties of the system as a whole that aren’t properties of the component subsystems. The central principle to all of Intellyx’s research is that the enterprise is a complex system consisting of people and technology subsystems, and business agility is an emergent property of the organization as complex system. The challenge of Agile Architecture, therefore, is influencing people and technology in such a way as to achieve business agility, rather than the chaotic behavior that large organizations typically exhibit.
Many natural phenomena can be explained in terms of emergent behavior, from the construction of beehives to the effects of DNA. The analogue in nature we’ll use in this Cortex is the power of natural selection that enables species to adapt to changing environments.
As complex systems consist of component systems and their relationships, we can think of such systems as networks. In the case of evolution, the components are individual creatures in an ecosystem; for us, the components are people and technology systems. Sometimes the connections (or edges, in network-speak) between components are tight, for example, within family groups, or loose, as they might be between different groups. In the case of an enterprise, tight connections between people include hierarchical reporting structures, behaviors that result from formal governance policies, etc., while loose connections would refer to interactions between people in different teams or in different parts of an organization. Similarly, tight connections between technology systems would include traditional integrations between systems, while loose connections indicate interactions between loosely coupled systems that are architected properly for inherent flexibility.
Shifting a system from high connectivity to low connectivity increases evolutionary change. Furthermore, disruptions also lead to increasing rates of evolutionary change, in particular when the system exhibits low connectivity. Such change leads to adaptation to the disruptions in the environment, so combining low connectivity with disruptions leads to periods of rapid innovation and adaptation. However, when a system retains its high connectivity during periods of disruption, that system is less likely to evolve, and thus won’t adapt to the change. Extinction, of course, is the eventual result.
The lessons here for enterprises seeking Digital Transformation are straightforward. In order to foster high levels of innovation that lead to adaptation to both internal and external disruption (in other words, behavior that gets you to the top of the mountain), you must foster an organization with low connectivity and furthermore, give them flexible, loosely coupled technology tools. In such environments, teams have the leeway to self-organize, and their innate creativity will foster innovations that will lead over time to the best solutions. And the role of management in this process? Give people the right tools and get out of their way.
The Adaptive Flexibility Matrix
For our Digital Transformation efforts to be successful at achieving our strategic goals (as opposed to optimizing for short-term business outcomes), we must embrace disruption, loosen the connections between people and take steps to make our technology loosely-coupled and flexible. Such transformation is a tall order to be sure, and many organizations seeking it drop the ball in one way or another, as shown in the chart below.
Adaptive Flexibility in Digital Transformation Initiatives
The chart above maps both technology and people in an organization from less flexible to more flexible. If neither are flexible, of course, then transformation is impossible, and you’re stuck in the lower left corner.
One mistake companies make as they try to get out of this corner is to focus on building or buying more flexible technology, without going through the more difficult cultural and organizational shifts that lead to more flexible people. Such companies move across the bottom of the chart from left to right, and end up with “tone deaf” digital efforts – yes, they may have mobile interfaces and social media, but perhaps their mobile technology isn’t responsive, their social media strategy puts off or angers customers, or they drop the ball on the human side of Digital Transformation in some other way.
Another common mistake is to undergo a digital initiative in the face of inflexible technology: moving from lower left to upper left on the chart. In these organizations the digital team leaves the recalcitrant tech behind, separating the digital efforts from traditional IT – which leads to dangerous pitfalls for any digital effort.
The reason why successful Digital Transformation initiatives are so deceptively difficult is that organizations must change along both axes at once in order to achieve the upper right hand corner, which has all the elements the complex system of the enterprise requires to build innovative, self-organizing teams that can both respond to disruption and leverage it for competitive advantage – in other words, achieve the business agility that drives all true transformation.
The Intellyx Take
If you understand how with the proper initial parameters, complex systems can lead to high levels of adaptive innovation in times of increased disruption, then the argument in this Cortex makes complete sense. However, it is deeply counterintuitive when you place it into the context of traditional management approaches.
Unfortunately, much of the Digital Transformation thought leadership available today comes from management consultants, who spend much of their time advising executives. “Digital maturity requires strong leadership to drive change!” trumpets MIT Sloan Review. “Successful [Digital Transformation] does not happen bottom up. It must be driven from the top!” exclaims Capgemini (exclamation points added, but boldface was all theirs). Such consultants have that perspective, of course, because they have to present a story executives are comfortable with.
In contrast, this Cortex should make traditionally-minded executives (namely, the ones who purchase management consulting) extraordinarily uncomfortable. Stop managing hierarchically. Instead, spin off autonomous, self-organizing teams. Don’t fear disruption. Instead, embrace and drive disruption. Change reporting structures. Move people around. Rethink governance. Revamp HR policies and procedures. Get rid of all the scar tissue in the organization that is getting in the way of innovation. Let people self-organize and let them figure out how to adapt to disruption on their own. The leadership we really need is likely to be quite different than the leadership the consultants are talking about.
To old guard executives, this approach sounds like a recipe for chaos. However, complex systems theory has a whole chapter on chaos as well, and the old guard has it backwards. In fact, chaos describes the status quo at most large enterprises – bureaucracy, empire building, the absence of a single source of truth, inflexible legacy technology, and rigid processes that stifle the best and brightest. Instead, this Agile Architecture approach leads to emergence – business agility in the face of any disruption, self-organization that leads to adaptation and drives innovation. Isn’t that the Digital Transformation you’re really looking for?
Image credit: ThenAndAgain
The Internet of Things will greatly expand the opportunities for data collection and new business models driven off of that data. In her session at @ThingsExpo, Esmeralda Swartz, CMO of MetraTech, discussed how for this to be effective you not only need to have infrastructure and operational models capable of utilizing this new phenomenon, but increasingly service providers will need to convince a skeptical public to participate. Get ready to show them the money!
May. 24, 2015 07:00 PM EDT Reads: 5,942
SYS-CON Events announced today that MetraTech, now part of Ericsson, has been named “Silver Sponsor” of SYS-CON's 16th International Cloud Expo®, which will take place on June 9–11, 2015, at the Javits Center in New York, NY. Ericsson is the driving force behind the Networked Society- a world leader in communications infrastructure, software and services. Some 40% of the world’s mobile traffic runs through networks Ericsson has supplied, serving more than 2.5 billion subscribers.
May. 24, 2015 05:30 PM EDT Reads: 1,642
The 17th International Cloud Expo has announced that its Call for Papers is open. 17th International Cloud Expo, to be held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, brings together Cloud Computing, APM, APIs, Microservices, Security, Big Data, Internet of Things, DevOps and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit your speaking proposal today!
May. 24, 2015 05:00 PM EDT Reads: 4,443
17th Cloud Expo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy. Meanwhile, 94% of enterprises are using some form of XaaS – software, platform, and infrastructure as a service.
May. 24, 2015 05:00 PM EDT Reads: 2,539
The Internet of Things is not new. Historically, smart businesses have used its basic concept of leveraging data to drive better decision making and have capitalized on those insights to realize additional revenue opportunities. So, what has changed to make the Internet of Things one of the hottest topics in tech? In his session at @ThingsExpo, Chris Gray, Director, Embedded and Internet of Things, discussed the underlying factors that are driving the economics of intelligent systems. Discover how hardware commoditization, the ubiquitous nature of connectivity, and the emergence of Big Data a...
May. 24, 2015 04:00 PM EDT Reads: 6,600
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo in Silicon Valley. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 17th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. The Internet of Things (IoT) is the most profound change in personal an...
May. 24, 2015 03:00 PM EDT Reads: 2,818
All major researchers estimate there will be tens of billions devices - computers, smartphones, tablets, and sensors - connected to the Internet by 2020. This number will continue to grow at a rapid pace for the next several decades. With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo, June 9-11, 2015, at the Javits Center in New York City. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be
May. 24, 2015 12:15 PM EDT Reads: 2,277
Container frameworks, such as Docker, provide a variety of benefits, including density of deployment across infrastructure, convenience for application developers to push updates with low operational hand-holding, and a fairly well-defined deployment workflow that can be orchestrated. Container frameworks also enable a DevOps approach to application development by cleanly separating concerns between operations and development teams. But running multi-container, multi-server apps with containers is very hard. You have to learn five new and different technologies and best practices (libswarm, sy...
May. 24, 2015 12:00 PM EDT Reads: 2,187
SYS-CON Events announced today that DragonGlass, an enterprise search platform, will exhibit at SYS-CON's 16th International Cloud Expo®, which will take place on June 9-11, 2015, at the Javits Center in New York City, NY. After eleven years of designing and building custom applications, OpenCrowd has launched DragonGlass, a cloud-based platform that enables the development of search-based applications. These are a new breed of applications that utilize a search index as their backbone for data retrieval. They can easily adapt to new data sets and provide access to both structured and unstruc...
May. 24, 2015 12:00 PM EDT Reads: 2,001
As the Internet of Things unfolds, mobile and wearable devices are blurring the line between physical and digital, integrating ever more closely with our interests, our routines, our daily lives. Contextual computing and smart, sensor-equipped spaces bring the potential to walk through a world that recognizes us and responds accordingly. We become continuous transmitters and receivers of data. In his session at @ThingsExpo, Andrew Bolwell, Director of Innovation for HP's Printing and Personal Systems Group, discussed how key attributes of mobile technology – touch input, sensors, social, and ...
May. 24, 2015 11:30 AM EDT Reads: 4,038
WebRTC defines no default signaling protocol, causing fragmentation between WebRTC silos. SIP and XMPP provide possibilities, but come with considerable complexity and are not designed for use in a web environment. In his session at @ThingsExpo, Matthew Hodgson, technical co-founder of the Matrix.org, discussed how Matrix is a new non-profit Open Source Project that defines both a new HTTP-based standard for VoIP & IM signaling and provides reference implementations.
May. 24, 2015 10:30 AM EDT Reads: 5,310
SYS-CON Events announced today that the "First Containers & Microservices Conference" will take place June 9-11, 2015, at the Javits Center in New York City. The “Second Containers & Microservices Conference” will take place November 3-5, 2015, at Santa Clara Convention Center, Santa Clara, CA. Containers and microservices have become topics of intense interest throughout the cloud developer and enterprise IT communities.
May. 24, 2015 10:00 AM EDT Reads: 2,282
Buzzword alert: Microservices and IoT at a DevOps conference? What could possibly go wrong? In this Power Panel at DevOps Summit, moderated by Jason Bloomberg, the leading expert on architecting agility for the enterprise and president of Intellyx, panelists will peel away the buzz and discuss the important architectural principles behind implementing IoT solutions for the enterprise. As remote IoT devices and sensors become increasingly intelligent, they become part of our distributed cloud environment, and we must architect and code accordingly. At the very least, you'll have no problem fil...
May. 24, 2015 10:00 AM EDT Reads: 2,012
Almost everyone sees the potential of Internet of Things but how can businesses truly unlock that potential. The key will be in the ability to discover business insight in the midst of an ocean of Big Data generated from billions of embedded devices via Systems of Discover. Businesses will also need to ensure that they can sustain that insight by leveraging the cloud for global reach, scale and elasticity.
May. 24, 2015 09:30 AM EDT Reads: 6,844
The 4th International Internet of @ThingsExpo, co-located with the 17th International Cloud Expo - to be held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA - announces that its Call for Papers is open. The Internet of Things (IoT) is the biggest idea since the creation of the Worldwide Web more than 20 years ago.
May. 24, 2015 09:00 AM EDT Reads: 1,826
"People are a lot more knowledgeable about APIs now. There are two types of people who work with APIs - IT people who want to use APIs for something internal and the product managers who want to do something outside APIs for people to connect to them," explained Roberto Medrano, Executive Vice President at SOA Software, in this SYS-CON.tv interview at Cloud Expo, held Nov 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA.
May. 24, 2015 08:30 AM EDT Reads: 4,350
In their session at @ThingsExpo, Shyam Varan Nath, Principal Architect at GE, and Ibrahim Gokcen, who leads GE's advanced IoT analytics, focused on the Internet of Things / Industrial Internet and how to make it operational for business end-users. Learn about the challenges posed by machine and sensor data and how to marry it with enterprise data. They also discussed the tips and tricks to provide the Industrial Internet as an end-user consumable service using Big Data Analytics and Industrial Cloud.
May. 24, 2015 06:30 AM EDT Reads: 5,596
Sensor-enabled things are becoming more commonplace, precursors to a larger and more complex framework that most consider the ultimate promise of the IoT: things connecting, interacting, sharing, storing, and over time perhaps learning and predicting based on habits, behaviors, location, preferences, purchases and more. In his session at @ThingsExpo, Tom Wesselman, Director of Communications Ecosystem Architecture at Plantronics, will examine the still nascent IoT as it is coalescing, including what it is today, what it might ultimately be, the role of wearable tech, and technology gaps stil...
May. 24, 2015 05:00 AM EDT Reads: 4,501
The explosion of connected devices / sensors is creating an ever-expanding set of new and valuable data. In parallel the emerging capability of Big Data technologies to store, access, analyze, and react to this data is producing changes in business models under the umbrella of the Internet of Things (IoT). In particular within the Insurance industry, IoT appears positioned to enable deep changes by altering relationships between insurers, distributors, and the insured. In his session at @ThingsExpo, Michael Sick, a Senior Manager and Big Data Architect within Ernst and Young's Financial Servi...
May. 24, 2015 05:00 AM EDT Reads: 4,980
The Workspace-as-a-Service (WaaS) market will grow to $6.4B by 2018. In his session at 16th Cloud Expo, Seth Bostock, CEO of IndependenceIT, will begin by walking the audience through the evolution of Workspace as-a-Service, where it is now vs. where it going. To look beyond the desktop we must understand exactly what WaaS is, who the users are, and where it is going in the future. IT departments, ISVs and service providers must look to workflow and automation capabilities to adapt to growing demand and the rapidly changing workspace model.
May. 24, 2015 04:30 AM EDT Reads: 3,273