The Wayback Machine - https://web.archive.org/web/20180213002150/http://cloudcomputing.sys-con.com/node/4164356

Welcome!

@CloudExpo Authors: Elizabeth White, Liz McMillan, Jason Bloomberg, Jignesh Solanki, Automic Blog

Related Topics: @CloudExpo, Artificial Intelligence, @DXWorldExpo

@CloudExpo: Article

AI and #DigitalTransformation | @ExpoDX #FinTech #AI #ArtificialIntelligence

Combining Strategies with Digital Technologies

Fingerspitzengefühl: A German word used to describe the ability to maintain attention to detail in an ever-changing operational and tactical environment by maintaining real-time situational awareness. The term is synonymous with the English expression of "keeping one's finger on the pulse".  The problem with fingerspitzengefühl traditionally, in addition to pronouncing it, has been it is hard for an individual to scale up. Today that is changing.  In a world of sensors, AI and mobile devices, having real-time situational awareness is far easier than ever before.  In fact, today the challenge is not how to do it, but what to do with the massive volume of data that can be provided.

Data comes from many different sources, especially considering field services where work is often mobile, remote and dynamic.  If more data can be captured and added to a typical GPS coordinate (i.e. longitude, latitude and altitude) which is 3D and identifies location, then why stop at a 3D view of our situation when we can add so much more:

  1. Arrival Time
  2. Start and stop tasks times
  3. Travel times
  4. Traffic conditions
  5. Available workforces and associated costs
  6. Available equipment
  7. Activities
  8. Events
  9. Business process steps
  10. Expenses
  11. Health, safety and security steps
  12. Transactions
  13. Compliance tasks
  14. Performances against KPIs (key performance indicators)
  15. Actors (customers, partners, suppliers, contractors, employees, etc.)
  16. Relationships
  17. Contract/Agreements
  18. Supplies, materials and equipment tracking
  19. Projected profits now for this service
  20. Projected profits over the lifetime of the customer for this service
  21. Etc.

All of these data points can be added together into an algorithm as Performance Impact Variables (PIVs).  PIVs is the information that can be used as inputs to algorithms that can be used by real-time artificial intelligence (AI) solutions to optimize and manage the performance of the business in real-time.

Each of these layers of information exponentially increase the complexity, decision-making options and possible combinations.  This enormous volume of real-time data would quickly overwhelm the average human.  That is why non-humans, AI and software robots, can be used to such great effect to maintain productive situational awareness and strategic advantages in complex environments demanding real-time, fast and logical decision-making and action.  This is the future of field services.

Now let's continue to build on our strategies.  During the period between WWI and WWII, all Western countries developed or acquired tanks and military aircraft to support their infantry.  The Germans, however, went three steps further by adding:

  1. New Communications: Radios and frequencies for communicating between forces (tanks, infantry and aircraft) in real-time
  2. New Strategies: Strategies for coordinated actions between the three groups
  3. New Organizational Command Structures: Mission oriented command structures - Commanders define the mission "intent", but the details of how to accomplish them were left to frontline officers.

In today's world, companies seeking strategic advantages in field services operations can learn from these three historical innovations. The digital transformation equivalent of "New Communications" is OILS (optimized information logistics systems) that sense, collect, securely and wirelessly transmit data, analyze and report on it, and support artificial intelligence (AI) and automation.

The digital transformation equivalent of "New Strategies" is the ability to think differently to exploit the values provided by digital technologies.  Sensors and mobile technologies enable us to collect vast quantities of real-time data, analytics, AI and algorithms can be used to automatically and dynamically manage, monitor and adjust a whole series of activities and events such as: schedules, resources, tasks, jobs, orders, transactions, etc., instantly.  Are we using them?

The digital transformation equivalent of "New Organizational Command Structures" is changing roles and responsibilities based on what humans do best, and what automation and the power of AI can bring to the table.

When massive amounts of real-time data are systematically collected and analyzed, they can feed algorithms and AI systems to optimize real-time activities and events and change the way the business operates.  The speed at which data can be processed through OILS and AI systems today far exceeds human decision-making capabilities - so automation that works in digital-time is required. That is where AI excels.  AI can analyze all the inbound data in nanoseconds and instantly adjust and optimize operations.

Digital technologies without digital strategies are wasted, just like having tanks without the appropriate communications, strategies and command structures to accompany them.  Or like having tanks, mobile infantry and aircraft, but no coherent plan for using them together in combined actions. In my recent report, 40 Months of Hyper-Digital Transformation, digital laggards were found lacking in their return on investments (ROIs) when compared to digital leaders.  The differences, I believe, were in their lack of strategies, and combinatorial building blocks.

In the book, Stray Voltage, War in the Information Age, published in 2003, author Wayne Michael Hall defines two more PIVs - cyberspace and cerebral that we need to pay attention to. Here is an excerpt, "Information superiority is firmly connected to making decisions that are superior to an adversary's and combines information technology and intellectual power to create conditions with which to make better decisions...human beings will need to improve their thinking capabilities to cope with the increasing complexities of the world." Improvements in our thinking capabilities today can be found in the computing power and speed of artificial intelligence, big data analytics and machine learning.

Visit the Center for Digital Intelligence's website at C4DIGI.com.

More Stories By Kevin Benedict

Kevin Benedict serves as the Senior Vice President, Solutions Strategy, at Regalix, a Silicon Valley based company, focused on bringing the best strategies, digital technologies, processes and people together to deliver improved customer experiences, journeys and success through the combination of intelligent solutions, analytics, automation and services. He is a popular writer, speaker and futurist, and in the past 8 years he has taught workshops for large enterprises and government agencies in 18 different countries. He has over 32 years of experience working with strategic enterprise IT solutions and business processes, and he is also a veteran executive working with both solution and services companies. He has written dozens of technology and strategy reports, over a thousand articles, interviewed hundreds of technology experts, and produced videos on the future of digital technologies and their impact on industries.

@CloudExpo Stories
Product connectivity goes hand and hand these days with increased use of personal data. New IoT devices are becoming more personalized than ever before. In his session at 22nd Cloud Expo | DXWorld Expo, Nicolas Fierro, CEO of MIMIR Blockchain Solutions, will discuss how in order to protect your data and privacy, IoT applications need to embrace Blockchain technology for a new level of product security never before seen - or needed.
Kubernetes is an open source system for automating deployment, scaling, and management of containerized applications. Kubernetes was originally built by Google, leveraging years of experience with managing container workloads, and is now a Cloud Native Compute Foundation (CNCF) project. Kubernetes has been widely adopted by the community, supported on all major public and private cloud providers, and is gaining rapid adoption in enterprises. However, Kubernetes may seem intimidating and complex ...
In a recent survey, Sumo Logic surveyed 1,500 customers who employ cloud services such as Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP). According to the survey, a quarter of the respondents have already deployed Docker containers and nearly as many (23 percent) are employing the AWS Lambda serverless computing framework. It’s clear: serverless is here to stay. The adoption does come with some needed changes, within both application development and operations. Tha...
You know you need the cloud, but you're hesitant to simply dump everything at Amazon since you know that not all workloads are suitable for cloud. You know that you want the kind of ease of use and scalability that you get with public cloud, but your applications are architected in a way that makes the public cloud a non-starter. You're looking at private cloud solutions based on hyperconverged infrastructure, but you're concerned with the limits inherent in those technologies. What do you do?
Imagine if you will, a retail floor so densely packed with sensors that they can pick up the movements of insects scurrying across a store aisle. Or a component of a piece of factory equipment so well-instrumented that its digital twin provides resolution down to the micrometer.
The need in agility and scalibility neccecisited the evolution on software development from monolithic to microservices to serverless architecture.
DevOps is under attack because developers don’t want to mess with infrastructure. They will happily own their code into production, but want to use platforms instead of raw automation. That’s changing the landscape that we understand as DevOps with both architecture concepts (CloudNative) and process redefinition (SRE). Rob Hirschfeld’s recent work in Kubernetes operations has led to the conclusion that containers and related platforms have changed the way we should be thinking about DevOps and...
The use of containers by developers -- and now increasingly IT operators -- has grown from infatuation to deep and abiding love. But as with any long-term affair, the honeymoon soon leads to needing to live well together ... and maybe even getting some relationship help along the way. And so it goes with container orchestration and automation solutions, which are rapidly emerging as the means to maintain the bliss between rapid container adoption and broad container use among multiple cloud host...
As many know, the first generation of Cloud Management Platform (CMP) solutions were designed for managing virtual infrastructure (IaaS) and traditional applications. But that's no longer enough to satisfy evolving and complex business requirements. In his session at 21st Cloud Expo, Scott Davis, Embotics CTO, explored how next-generation CMPs ensure organizations can manage cloud-native and microservice-based application architectures, while also facilitating agile DevOps methodology. He expla...
While some developers care passionately about how data centers and clouds are architected, for most, it is only the end result that matters. To the majority of companies, technology exists to solve a business problem, and only delivers value when it is solving that problem. 2017 brings the mainstream adoption of containers for production workloads. In his session at 21st Cloud Expo, Ben McCormack, VP of Operations at Evernote, discussed how data centers of the future will be managed, how the p...
The question before companies today is not whether to become intelligent, it’s a question of how and how fast. The key is to adopt and deploy an intelligent application strategy while simultaneously preparing to scale that intelligence. In her session at 21st Cloud Expo, Sangeeta Chakraborty, Chief Customer Officer at Ayasdi, provided a tactical framework to become a truly intelligent enterprise, including how to identify the right applications for AI, how to build a Center of Excellence to oper...
When shopping for a new data processing platform for IoT solutions, many development teams want to be able to test-drive options before making a choice. Yet when evaluating an IoT solution, it’s simply not feasible to do so at scale with physical devices. Building a sensor simulator is the next best choice; however, generating a realistic simulation at very high TPS with ease of configurability is a formidable challenge. When dealing with multiple application or transport protocols, you would be...
Blockchain is a shared, secure record of exchange that establishes trust, accountability and transparency across business networks. Supported by the Linux Foundation's open source, open-standards based Hyperledger Project, Blockchain has the potential to improve regulatory compliance, reduce cost as well as advance trade. Are you curious about how Blockchain is built for business? In her session at 21st Cloud Expo, René Bostic, Technical VP of the IBM Cloud Unit in North America, discussed the b...
DX World EXPO, LLC, a Lighthouse Point, Florida-based startup trade show producer and the creator of "DXWorldEXPO® - Digital Transformation Conference & Expo" has announced its executive management team. The team is headed by Levent Selamoglu, who has been named CEO. "Now is the time for a truly global DX event, to bring together the leading minds from the technology world in a conversation about Digital Transformation," he said in making the announcement.
In this strange new world where more and more power is drawn from business technology, companies are effectively straddling two paths on the road to innovation and transformation into digital enterprises. The first path is the heritage trail – with “legacy” technology forming the background. Here, extant technologies are transformed by core IT teams to provide more API-driven approaches. Legacy systems can restrict companies that are transitioning into digital enterprises. To truly become a lead...
Every year about this time, we gaze into crystal balls to divine the future of our industry – or at least where it’s headed over the next 365 days. The result is often a triumph of incrementalism: we predict that we will get more of what we already have. The truth is, technology isn’t as revolutionary as we often think – and commenting on incremental changes alone may not help us understand what lies ahead. Along with a few near-term predictions – so hard to resist – I’d also like to make some ...
Data scientists must access high-performance computing resources across a wide-area network. To achieve cloud-based HPC visualization, researchers must transfer datasets and visualization results efficiently. HPC clusters now compute GPU-accelerated visualization in the cloud cluster. To efficiently display results remotely, a high-performance, low-latency protocol transfers the display from the cluster to a remote desktop. Further, tools to easily mount remote datasets and efficiently transfer...
Digital Transformation (DX) is not a "one-size-fits all" strategy. Each organization needs to develop its own unique, long-term DX plan. It must do so by realizing that we now live in a data-driven age, and that technologies such as Cloud Computing, Big Data, the IoT, Cognitive Computing, and Blockchain are only tools. In her general session at 21st Cloud Expo, Rebecca Wanta explained how the strategy must focus on DX and include a commitment from top management to create great IT jobs, monitor ...
"Cloud Academy is an enterprise training platform for the cloud, specifically public clouds. We offer guided learning experiences on AWS, Azure, Google Cloud and all the surrounding methodologies and technologies that you need to know and your teams need to know in order to leverage the full benefits of the cloud," explained Alex Brower, VP of Marketing at Cloud Academy, in this SYS-CON.tv interview at 21st Cloud Expo, held Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clar...
The word polymorphism is used in various contexts and describes situations in which something occurs in several different forms. In computer science, it describes the concept that objects of different types can be accessed through the same interface. Each type can provide its own, independent implementation of this interface. It is one of the core concepts of object-oriented programming (OOP).