Showing posts with label machine learning. Show all posts
Showing posts with label machine learning. Show all posts

The Future of AI Starts Yesterday


"The best time to start implementing artificial intelligence in the future was yesterday." 

                ~Kevin Benedict

Artificial intelligence (narrow AI) today is beyond its proof-of-concept phase - as it is already proven and delivering tactical value in many well documented areas: 

  • Reduction in human error
  • Available 24x7x365
  • Improved quality
  • Improved productivity
  • Improved efficiencies
  • Able to dependably complete mundane, repetitive and routine jobs
  • Makes faster decisions and taking quicker actions

Artificial intelligence, although still in its infancy, is already delivering impressive results and competitive advantages for those prepared.  The preparation, however, is not insignificant and requires much work including:

Who Will Protect Us from AI? Expert Nigel Willson has some Ideas

In this episode, I have the privilege of interviewing artificial intelligence expert Nigel Willson.  Nige spent twenty years working at Microsoft and much of it studying and speaking about artificial intelligence. He is now dedicating his time to helping societies, especially in the UK, understand how artificial intelligence should be monitored to ensure it is used for the common good.


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Kevin Benedict
Partner | Futurist | Leadership Strategies at TCS
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Join the Linkedin Group Digital Intelligence

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Hiding from Karma in an AI World

Recently an artificial intelligence system in China successfully passed a medical exam for the first time.  This is a significant advance in healthcare.  Potentially AI can soon provide high quality medical diagnoses remotely anywhere around the world.   Another significant step in AI and robotics happen a couple of years ago in Saudi Arabia where they granted citizenship to a robot named Sophia.  I wonder if that robot will be forced to wear a burka?  With all these rapid advancements, I think it is time we explore the spiritual life of robots and artificial intelligence.

Up until recently, human programmers coded and configured algorithms, AI, automation and machine learning system and took personal responsibility for all of their own code.  Today, however, AI has escaped the confines of human oversight and has been empowered and employed to self-program, self-optimize, self-test, self-configure and self-learn.  David Gunning writes, "Continued advances [in AI] promise to produce autonomous systems that will perceive, learn, decide, and act on their own."  That's potentially a big problem for karma.

A simplistic definition of karma is a spiritual principle that teaches good actions and good intent lead to good things now and in the future, while bad actions and bad intent lead to bad things now and in the future.  What happens to a human programmer that empowers or transfers responsibility for future decisions and actions to a robot - an autonomous machine with artificial intelligence?  Will karma eventually seek out the original human programmer of the autonomous system, long since retired and fishing on a mountain lake to extract retribution, or direct bad karma to the machine?  It's a problem.

A Deep Dive into the State of Video and Web Conferencing with Zoom President Dave Berman

In this episode we review the history of web and video conferencing with the president of Zoom, Dave Berman.  We explore how the new generation impacts management, sales, marketing, internal and external communications, and why it should be an important component of every company’s digital transformation strategy.



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Kevin Benedict
SVP Solutions Strategy, Regalix Inc.
Website Regalix Inc.
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Join the Linkedin Group Digital Intelligence
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Insights and Strategy from SAP's VP of Web Marketing Gail Moody-Byrd

Kevin Benedict and Gail Moody-Byrd
Kevin: Thanks for joining us today Gail!  Let’s talk about your title, Vice President and Head of Web Marketing at SAP.  What do you get to do in this role?

Gail: It’s really an interesting new role. It was created to do a couple of things. SAP.com, the website, is going through a transformation and we are moving from a site that largely generated awareness and shared information, to a site that drives business value. The team that works for me does a couple of things. We manage the web pages for products and industries, and now we are responsible for the performance of the website. How are the pages performing? How are they connecting with our visitors? We are making sure that every interaction is a good one.

We are giving website visitors a lot of opportunities, through chat and other things, to engage with the site.  We are also making sure that the hand-off from the website to the sales team is clean, clear and effective, and the leads they are getting are qualified and really interested. It’s an exciting time.

Kevin: Is the relationship between marketing and sales changing today?

Gail: Yes, today we are now part of the sales engine and technology. They (sales) are backward integrating into us (marketing) and we’re integrating forward into the sales. We are using all the technology that the SAP C/4Hana Suite has to make sure that we’re an integral part of the sales process.

In the past, sales didn’t think that the website was really that important [to making sales]. It was more of a showcase for customer references, but not really a place to do business. We are changing that.

An Interview with SAP's Futurist Tom Raftery

In this episode, filmed at SAP’s SAPPHIRENOW 2018 conference, I have the opportunity to sit down with SAP’s Futurist Tom Raftery, and discuss the impact of artificial intelligence today and in the future.  Spoiler alert – data from thousands of different sources gets transformed into intelligence giving leaders the ability to improve and find competitive advantages in many new areas.  Enjoy!

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Kevin Benedict
SVP Solutions Strategy, Regalix Inc.
Website Regalix Inc.
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Join the Linkedin Group Digital Intelligence
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

The Latest Developments and Trends in AI with Microsoft's Global Strategist Nigel Willson

In this episode recorded in London at the CIO WaterCooler Live event, I interview my friend and digital expert Nigel Willson, who is a Global Strategist at Microsoft. We explore the state of artificial intelligence, machine learning, chatbots and much more. We then ponder the AI chasm. The chasm between talking about AI, and actually doing something meaningful with it. Enjoy!


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Kevin Benedict
SVP Solutions Strategy, Regalix Inc.
Website Regalix Inc.
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Join the Linkedin Group Digital Intelligence
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

My Interview with Maggie Buggie, SVP, Global Head of SAP Leonardo Services

In this episode I have the honor of interviewing SAP’s SVP, Global Head of SAP Leonardo Services, Maggie Buggie, in SAP’s offices just outside of Heathrow Airport on the outskirts of London.   Maggie discusses how SAP works with customers to first understand their business objectives before ever talking about the power of an intelligent enterprise, and how SAP’s Leonardo services could offer value.  Intelligence must have a focus and a goal to provide value.

SAP’s Leonardo Services focus on helping customers adopt an intelligent enterprise, being successful with their projects, and enabling the SAP ecosystem and their customers to be successful.  Enjoy!


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Kevin Benedict
SVP Solutions Strategy, Regalix Inc.
Website Regalix Inc.
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Join the Linkedin Group Digital Intelligence
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Digitally Transforming the Customer Experience

We have been traveling a lot lately. Why? Here at Regalix, we help large global companies with their customer success and sales enablement initiatives, which include things like digital marketing, knowledge management, customer experiences, sales operations, customer service and support, rewards and loyalty programs, etc., all of which are critical to the business and are today being digitally transformed. While helping businesses transform themselves in these areas we have seen and learned a great deal. Let me share some of the lessons we have learned.

IT Leaders Series: Nigel Willson, Microsoft's Global Strategist

In this episode of the IT Leader Series, Microsoft's digital expert and guru Nigel Willson and I discuss IT trends, business strategies, emerging technologies and the future.   I learned a great deal and hope you will to.


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Kevin Benedict
Senior Vice President Solutions Strategy, Regalix Inc.
Website Regalix Inc.
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Subscribe to Kevin's YouTube Channel
Join the Linkedin Group Digital Intelligence
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Digital Expert Interviews: Oracle's Chatbot, AI and Mobility Expert Suhas Uliyar

I am excited to share an interview I recorded with Oracle’s digital, AI, chatbot and mobility expert Suhas Uliyar. In this interview we discuss the meaning of ambient human interfaces, the technology stack that enables chatbots, the power of interfaces that you don’t have to learn, and we learn that algorithms haven’t change that much in 25 years. I learned a lot and hope you will to! Enjoy!



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Kevin Benedict
Senior Vice President Solutions Strategy, Regalix Inc.
Website Regalix Inc.
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Subscribe to Kevin's YouTube Channel
Join the Linkedin Group Digital Intelligence
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Leadership: The Plan for Winning in Digital Transformation

Last year the World Economic Forum labeled 2017 as the beginning of the Fourth Industrial Revolution. What value do we gain from defining industrial revolutions? I believe it is to define new sets of rules for winning in business. Let’s review the three previous industrial revolutions.

  • Industrial Revolution #1. We move from reliance on animals, human muscles and biomass to the use of fossil fuels and mechanical power. A caveman/businessman wishing for a competitive advantage might be the first to use mechanical power fueled by fossil fuels to build cave-condos faster and cheaper than other Neanderthals.
  • Industrial Revolution #2. Electricity is harnessed and distributed, both wireless and wired communication is developed, the synthesis of ammonia provides new fertilizers and harvests increase, and new forms of power generation are developed. A farmer wishing for competitive advantages could adopt mobile phones to communicate wirelessly with their workers, use lights around the farm to extend hours of operation, fertilizers could increase their production.
  • Industrial Revolution #3. Digital systems are developed, communication and rapid advances in computing power achieved, which enable new ways of generating, processing and sharing information. A businessman operating a disco and seeking competitive advantages installs a digital cash register for more accurate cash management, buys an Apple Computer with the VisiCalc spreadsheet to better manage the business, and installs a heavy printer to print disco-oriented newsletters and other business documents from the office.
  • Industrial Revolution #4. Billions of humans are connected by mobile devices and networks, surrounded by sensors, wearing wearables, supported by unprecedented processing power, storage capacity, and access to knowledge, which serves as the springboard for developments in artificial intelligence, robotics, the Internet of Things, autonomous vehicles, 3-D printing, nanotechnology, biotechnology, materials science, energy storage, and quantum computing. A business woman seeking a competitive advantage decides to develop and rent out genetically-altered and custom-designed farm animals with embedded GPS sensors to urban dwellers by developing a mobile app connected to the internet where chatbots take your reservation and deliver the beasts in autonomous self-driving trucks pulling cattle trailers.

How Robots are Invading Commerce and Sales Enablement Processes

Robots Invade Sales Enablement in 2018
What if I told you that consumers are now happy to give up personal information in exchange for quality conversations with robots?  Let me provide some context to that question.  In my research over the past few months most recent studies show that consumers don't mind giving up their personal details if the value in return is perceived as fair.  As evidence, let me reference the extraordinary popularity this year of smart speakers powered by voice enabled digital assistants (VEDAs) such as Amazon's Alexa, Apple's Siri and Google's Assistant.  VEDAs enable what Capgemini calls "Conversational Commerce."  Conversational commerce is when VEDAs help users shop and buy things through an AI supported voice interface.  In order for them to be effective, they capture huge amounts of personal data, and consumers don't seem to mind at all.

Video Interview: Kevin Benedict on Digital Transformation

I had the honor of recently being interviewed by two hip, nordic, brilliant and blond millennials from Finland - Kati Lehmuskoski and Timo Savolainen.  In addition to making me feel old and frumpy, we covered digital transformation from many different angles, and explored its impact on competition, leadership and the future.



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Kevin Benedict
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Subscribe to Kevin's YouTube Channel
Join the Linkedin Group Digital Intelligence
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

An Executive's 2018 Checklist for Digital Transformation

Center for Digital Intelligence™
"The size of competitors and the longevity of their brands, are less predictive of future success than the importance they give to data, the quality and speed of their information logistics systems, and the operational tempo of their business." ~Kevin Benedict
More data is being generated today than ever before, and in 2018 leaders should be laser focused on investing in and implementing the following digital systems/solutions:
  • Data collection
  • Big data analytics
  • AI/Machine learning
  • Automation (RPA)
  • Security
  • Real-time contextually relevant personalized experiences
There is a new sense of urgency today as businesses realize data is the blood that runs through the veins of a successful business in this digital era, and that data has a shelf life, and the value of it diminishes rapidly over time.  In an always-connected world where consumers and their needs are transient, timing is everything and a special type of data is needed - real-time data. In order to capture competitive advantages and contextual relevance before data expires, enterprises must deploy optimized information logistics systems (OILS) that deliver on the potential fast enough to exploit it.

Digital consumers are impatient and demand instant results.  IT infrastructures must be able to support real-time interactions, and this requirement will increase as mobile commerce is predicted to grow to 47% of all e-commerce by 2018.  Supporting real-time information requires not only real-time IT environments, but also digital transformation across the entire organization so the business can exploit it. In order to succeed, businesses must react to location-based and time-sensitive information while it is still contextually relevant.

Data is the lifeblood of digital commerce, and increasingly in physical stores as well where the digital and physical worlds are rapidly converging. As commerce rapidly shifts to digital, the success of products, brands and companies are increasingly dependent on data and systems that consume it in order to support the demand for more personalized digital experiences (Read Cutting Through Chaos in the Age of Mobile Me). How an organization makes sense of data, protects it, and disseminates it is a complex and challenging issue.

Data strategies and the execution of them will determine the winners of the future, and the future is now. Businesses are learning that effective data and analytics strategies are the secret to success in digital markets (Read How Digital Thinking Separates Retail Leaders from Laggards).  Information dominance is now the strategic business goal.

In addition to investments in IT, achieving real-time operational tempos in the enterprise takes rethinking business models, organizational structures, decision-making and business processes.  It requires new ways of operating and employee training.  Supporting real-time operational tempos is a daunting task many have failed to prioritize, and are suffering as a consequence.

At the risk of repeating myself, winners of a digital tomorrow will invest in the following six IT and business areas:
  1. Optimizing their information logistics systems
  2. Implementing effective sensing systems (IoT, IIoT, automated data collection systems, etc.)
  3. Utilizing automation supported by AI to gain speed, predictability and quality (think RPA)
  4. Achieving real-time business operational tempos
  5. Increasing business, leadership and cultural agility
  6. Using contextual relevance to personalize digital user interactions and experiences  
The purpose of these investments are to capture the value of data fast enough to gain competitive advantages and to deliver the best possible digital and physical experiences.  Speeds should be maximized in the following 6 areas:
  1. IT systems
  2. Business processes
  3. Decision-making
  4. Business alignment/transformation
  5. Customer alignment
  6. Cultural alignment 
IT systems that support real-time speeds will take advantage of sensors of all kinds, online interactions, wearables, mobile devices, etc., to collect data.  Sensors can be embedded chip technology that monitors physical and chemical environments and wirelessly transmits digital results, or they can be software code that monitors contextually relevant opportunities, moments and environments (CROME) by reading data inputs collected from all digital sources.  CROME triggers are “meaningful bits of data that when captured and analyzed can activate time-sensitive and relevant personalization that can be used to enhance user experiences.”

CROME triggers integrated with real-time artificial intelligence algorithms can transform the potential value of data, into kinetic value by instantaneously personalizing a user’s experience and making it contextually relevant.

Businesses that embrace digital transformation will optimize their organizational structures and business models to support the operational tempos demanded by a mobile and connected world.  By tempos we mean the pace or speed at which the organization must operate to compete successfully.  Increasingly digital users demand real-time responses.  To support real-time responses requires an enterprise to move beyond “human time” and into the realm of “digital time” (Read 40 Months of Hyper-Digital Transformation).

Humans are biological entities that operate at a pace governed by the sun, moon, and the physical requirements that keep our carbon-based bodies alive.  These requirements and mental limitations make scaling humans beyond these time-cycles impossible without augmentation.  Augmentation takes the form of robotic process automation, artificial intelligence, machine learning and algorithms.  These types of augmentation technologies have the advantage of being able to work 24x7x365, and don’t as yet ask for holidays off.

Once an organization is capable of supporting real-time business tempos, and can support the personalized interactions digital users demand, the challenge becomes business agility.

Agility is the speed at which a business can recognize, analyze, react and profit from rapidly changing consumer demands in a hyper-competitive market. Businesses that can accurately understand customer demand and their competition, and then respond faster, will soon dominate those, which are slower.  The military strategist John Boyd called these competitive advantages, “getting inside of your competitor’s decision and response curves.”  This means your actions and responses are occurring at a pace that surpasses your competitions’ ability to understand and react.

Businesses must recognize the demand for real-time operational tempos is only going to increase and this requires strategy, action and a budget. One of my rules based upon experience is the following, “As the number of digital consumers and interactions increase, so also will the need for more speed, digital transformation and automation.”  They go hand in glove together.  Delaying a response, or denying the need for these requirements are not winning options.

Sub-optimal information logistics systems, and the glacial operational tempos of yesteryear will not succeed in today’s or tomorrow’s world, and company valuations have already begun to reflect this.  One-third of investors and equity analysts surveyed believe that good data and analytics strategies are rewarding companies with higher valuations.  Gartner’s Douglas Laney has even coined the phrase infonomics to describe how information, as a new asset class, can be measured to estimate its impact on company valuations.

To succeed in the digital future, leaders must implement innovative data strategies and information logistics systems capable of winning in a real-time world where contextually relevant, instant and personalized experiences are required.   They must develop company cultures where change is viewed as an opportunity.  They must digitally transform their businesses to operate at real-time tempos and move beyond “human-time” limitations to algorithm and automation supported “digital-time.”  They must understand that rapidly changing digital consumer behaviors mandate companies operate in a more agile manner capable of rapid responses to new opportunities and competitive threats.

Read more from the Center for Digital Intelligence here.

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Kevin Benedict
Principal Analyst | Consultant | Digital Technologies and Strategies - Center for Digital Intelligence™
Website C4DIGI.com
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Subscribe to Kevin's YouTube Channel
Join the Linkedin Group Digital Intelligence
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Digital Expert Series: Digging into IIoT with AMI Global's Expert Terrence O'Leary

In this episode of the Digital Expert Series, we dig deep into the Industrial Internet of Things (IIoT) with AMI Global's expert Terrence O'Leary.  We learn about all the various components in the IIoT ecosystem including sensors, analytics, security, AI, machine learning, and the competitive advantages available and the strategies employed.


Read more from the Center for Digital Intelligence™ here:

Do Robots have Karma?

This month, an AI (artificial intelligence) system passed a medical exam in China for the first time.  I wonder how its bedside manner will be?  In addition, Saudi Arabia granted citizenship to a robot named Sophia.  I wonder if the robot will be granted the rights of males, or females?  With all these rapid advancements, I think it is time we explore the spiritual life of robots.

Up until recently, programmers coded and configured algorithms, AI, automation and machine learning system and took personal responsibility for all the code.  Today, however, AI has escaped the confines of human oversight and has been empowered and employed to self-program, self-optimize, self-test, self-configure and self-learn.  David Gunning writes, "Continued advances [in AI] promise to produce autonomous systems that will perceive, learn, decide, and act on their own."  That's a problem, not only with me, but with Karma.

Digital Expert Interviews: Intelligent Automation Expert Alex Veytsman

Intelligent Automation is one of the most exciting and fast growing areas in high tech today.  Everyday we read, watch and listen about more robots, artificial intelligence, sensors and other innovations.  In today's interview with Wipro's Intelligent Automation expert Alex Veytsman, we get to the bottom of the hype and ask the expert what companies are really doing with intelligent automation.  Enjoy!



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Kevin Benedict
Principal Analyst, Futurist, the Center for Digital Intelligence™
Website C4DIGI.com
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Subscribe to Kevin's YouTube Channel
Join the Linkedin Group Strategic Enterprise Technologies
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Digital Expert Interviews: Futurist Frank Diana

I had the pleasure of interviewing futurist and TCS's thought leader extraordinaire Frank Diana today.  In this interview we discuss the impact of automation on jobs, the role of platforms, the accelerating pace of innovation and how ethics and purpose need to be considered.  Enjoy!



Kevin Benedict's Silicon Valley Video Series: ************************************************************************
Kevin Benedict
Principal Analyst, Futurist, the Center for Digital Intelligence™
Website C4DIGI.com
View my profile on LinkedIn
Follow me on Twitter @krbenedict
Subscribe to Kevin's YouTube Channel
Join the Linkedin Group Strategic Enterprise Technologies
Join the Google+ Community Mobile Enterprise Strategies

***Full Disclosure: These are my personal opinions. No company is silly enough to claim them. I work with and have worked with many of the companies mentioned in my articles.

Digital Intelligence Weekly by Kevin Benedict

Kevin Benedict's
Center for Digital Intelligence™
In this weekly report I collect, curate and comment on interesting topics related to emerging technologies and digital trends.  Enjoy!

Question: Why is 2017 a record year for retail stores in the USA?  Answer: A record 6,700 retail stores have already closed in the USA in 2017, and as many as 8,600 will close by the end of the year. Online stores are capturing more market share, and fast fashion is overturning traditional retail business models and supply chains. [KRB Comment] This is our fault.  We like to shop online. We like access to global inventories and next day shipping.  We like to be able to conveniently return products that don’t work for us.  We like personalized product offerings.  We like recommendations. We like lower prices.  We like shopping from our couches and beds.
Source: 

Question: How do you dupe Americans out of more personal information without their knowledge and then sway an election?  Answer: Offer them a free personality test on Facebook, and then use that information to create psychographic data. Cambridge Analytica built psychological profiles of over 200 million Americans in part by using information they shared on social media.  For example, many Americans took personality quizzes spread by the firm on Facebook, which were designed to reveal how they score on measures of the so-called “big five” personality traits.  [KRB Comment] I am guilty of taking both personality tests and political leanings tests on Facebook.  I am now sure the results were ultimately combined to create a profile that could be used for nefarious purposes.  I don’t think this is what Mark Zuckerberg had in mind when he first programmed Facebook at Harvard.
Source:

Interviews with Kevin Benedict