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Systems of Engagement and Enterprise Business Architecture Including a point on the Architectural challenge of Blockchain!

It’s taken some time to catch on since Geoffrey Moore first outlined the concept of Systems of Engagement and Systems of Record as two separate Enterprise functions back around 2010, but now the term is increasingly used in blogs and presentations. Unfortunately, increasing usage doesn’t necessary equate to increased understanding, particularly as technology vendors naturally apply the term to the aspects that correspond to their product focus. The full Enterprise functionality lies in the word ‘Systems’ meaning an interlocking cohesive integrated environment, in the same manner as IT is understood to be an across Enterprise cohesive integration of Systems.

Digital Enterprise Business architecture, as with any business architecture defines the specific roles and functions for Systems of Engagement. More recently under the title of Systems of Intelligence the functionality relating to applying various new forms of Intelligent Analytics, (AI), within the Enterprise has been added. It is tempting to define these respectively as the Front Office, Middle Office and Back Office, but this categorization trivializes the hugely important role of Systems of Engagement, (and indeed that of Systems on Intelligence). in a Digital Business model.

Constellation Research reports and blogs have long positioned the need for, and role of, the Middle Office as the new intelligence hub of Digital Enterprise operations. (see Appendix for details). These reports were specifically focused on an emergent requirement in Digital Business Architecture, and accordingly Constellation’s use of the term Middle Office is interchangeable with the recent introduction of the term Systems of Intelligence.

However, the same is decidedly not the fact when comparing the role and functionality of Systems of Engagement in a Digital Business versus the generally understood view of Front Office in current Enterprises business models. Originally a large part of the definition came from describing the activities that Enterprise IT did not support, latterly the arrival of sophisticated CRM systems, brought a sharp focus on direct revenue creating activities associated with Sales and Marketing.

More recently technology has introduced the need for specialized skills in the use of Social Media and Apps as business tools suggesting the possible need for a Chief Digital Officer; now IoT adds yet a further set of Internet based technologies that enable yet another set of business values. The point to grasp is that Digital Business is Internet Connected Business, with the Web merely one of the ways that a Digital Enterprise is engaged with Business activities.

The only reason it is possible to shift from selling Products, the transaction orientated Business model of the past, to an Outcome, or Services, Business model of Digital Business is because a raft of new technologies that support a myriad of methods of engagement is now driving transformation.

This could be, and indeed can be, an extension of capabilities to still further empower the Sales and Marketing functions of a Front Office in the current Business model, but a Digital Business model has very different requirements.

Outcomes, or Services, are inherently a market/customer pull model based on continuous satisfaction to obtain reoccurring revenue, and a public reputation spread by social media as the principle methods of customer acquisition, and retention. In contrast Product sales is a push model concentrated on an opportune moment, created by Marketing, and with a strong probability of no further relationship. While it is true that Social Media, and after sales services can, and are playing an increasing part in extending product sales relationships, there is a fundamental shift between the two business models.

Product centric sales are based on ‘push’ activities to create a transaction, whilst revenue from Digital Outcome Services comes through alignment with market and customers ‘pull’ activities. Systems of Engagement refers to any and all technologies, capabilities and functions that play a part in ensuring that the Enterprise is fully engaged, embedded even, in its market.

When reading the following consider as a illustrative point the challenges of customer churn that mobile phone operators face as they are measured by their customers on their satisfaction in the ‘outcome’ of calls, web browsing, Apps, etc. rather than traditional fixed phone telephone provision of a connection.

The following are all important elements in the make-up of an Enterprise System of Engagement;

Engagement across Markets; Digital Markets are continuously dynamic as factors ranging from demand levels, and events, combine with supply and pricing, to change competitive positions. As an example, consider how traders in Financial markets use market feeds, (and Intelligence from their Middle Office/Systems of Intelligence), to successfully trade.

Engagement with People; A great deal of market shaping now occurs through engaged, or involved, people creating, sharing and exchanging views and opinions. Never before has so much information as to factors that influence decisions, and create Markets been available.

Engagement with Buyers; Events and circumstances create revenue opportunities that engagement capabilities must recognize and provide a contextual aligned optimized response. Buyers expect recognition of significant factors as part of the engagement process interactions.

Engagement with Customers; Successful reoccurring revenue from the provision of Digital Business Outcomes extends relationship management into a much broader engagement around recognition of continual satisfaction in the provision of the agreed Outcome.

Engagement with Machines; The first level of Service provisioning will be dependent on using ever increasing amounts of IoT sensing either added to existing equipment, or built into new equipment. This presents a new challenge in establishing connecting and acquiring the data, but into full-fledged engagement with each machine to ensure continuous operational efficiency and effectiveness.

Engagement with Outcomes; The Services management of individual machines, (Air Conditioners, Heating plant, etc.) has to be consolidated with the bigger picture of an Outcome, (Maintenance of a selected Temperature in a Building). Outcome Management is at the heart of the Digital Business model and represents a completely new manner of engagement to produce and maintain revenues.

Engagement with Ecosystems; Ecosystems of specialist providers have long been a feature of sophisticated Service Management provision, (a full Building Management Service contract provider would use different companies for different elements). The shift from providing a ‘break fix’ maintenance Service through orchestrating responses to breakdowns to the management of a high-level outcome requires new levels of engagement and interaction across supporting Ecosystems.

Engagement across the Enterprise; Systems of Engagement do not exclude the need for internal engagement across the Digital Enterprise, as it too represents a similar dynamic environment to any of the above. Internal Enterprise engagement to monitor the availability of resources, capacity, capability, etc. is as important as the external engagement factors above.

Blockchain part of Systems of Engagement or Systems of Record? Functionally and architecturally this question is unresolvable at this time simply because the answer depends on the functionality of individual Blockchain solutions. If a Blockchain solution is deployed as a Transaction settlement system directly related to Book to Bill processes then it is architecturally required to integrate with Systems of Record. An alternatively type of deployment distributing data within an Ecosystem of specialist maintenance providers to maintain dynamic availability of spares and Engineer availability. This type of functionality provides data for Systems of Engagement to make available to Systems of Intelligence in the event or circumstances, require this input.

Systems of Engagement functionally and architecturally require a very different approach around ensuring the dynamics of data flows are maintained to make the latest data available if it is required, rather than the recording and holding of data for historic analytics as in Systems of Record.

The sheer scale of the data that Systems of Engagement provides makes the case for Systems of Intelligence. Process and Rule based systems lack the flexibility to continually adjust to the ever-changing circumstances that lie outside the control of the Enterprise. Equally Systems of Intelligence cannot function without the data derived from Systems of Engagement, as such the two together form the backbone of a Digital Business model. A very important point to grasp as the better Systems of Engagement function in the provision of data, the better Systems of Intelligence can operate to maximize operational actions.

Systems of Engagement READ and Systems of Intelligence REACT to dynamic Data Flows

Systems of Engagement and Intelligence are architecturally most likely to be Loose Coupled and Stateless whereas Systems of Record are Tight Coupled and statefull.

 

Appendixes;

Report; The Case for the Middle Office; Dec 2016

Report; The CxO Guide to Digital Business

Report; Blockchain explained in plain English

Blog; Blockchain or Distributed Ledger? – requirement definition

Blog; Digital Business Distributed Business Models

 

 

 

 

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Digital Transformation Digest: Microsoft Claims Speech Recognition Lead, IBM Aims Blockchain at Food Safety, Databricks and Skytap Nab Major Funding

Constellation Insights

Microsoft claims lead in AI speech recognition: Redmond's research group has managed to reach human parity for speech recognition, edging out IBM, in the latest stage of one of the more active battlefronts in AI development. Microsoft used the Switchboard data set, a large collection of recorded telephone conversations that's a standard tool in the speech recognition community's toolbox, to achieve its results, according to a blog post:

After our transcription system reached the 5.9 percent word error rate that we had measured for humans, other researchers conducted their own study, employing a more involved multi-transcriber process, which yielded a 5.1 human parity word error rate. This was consistent with prior research that showed that humans achieve higher levels of agreement on the precise words spoken as they expend more care and effort. Today, I’m excited to announce that our research team reached that 5.1 percent error rate with our speech recognition system, a new industry milestone, substantially surpassing the accuracy we achieved last year. A technical report published this weekend documents the details of our system.

Last year, Microsoft said it had managed a 6.3 percent error rate, but in March IBM said it had achieved a 5.5 percent rate. Microsoft attributed its latest gains to improvements in its neural net-based acoustic and language models, its Cognitive Toolkit 2.1, and GPU-powered infrastructure on Azure.

POV: Constellation expects speech recognition to play an increasingly important role not only in consumer but enterprise contexts, as a means of interaction with applications.

But it's important to place Microsoft's achievement in the proper context, which the company notably does itself in the blog. The Switchboard test only goes so far—challenges remain in training systems to understand speech in noisy environments, or accented speech, for example.

Moreover, Microsoft has "much work to do in teaching computers not just to transcribe the words spoken, but also to understand their meaning and intent," the blog notes. "Moving from recognizing to understanding speech is the next major frontier for speech technology."

IBM targets food safety with its blockchain tech: Big Blue has formed a pact with some of the world's largest food sellers and producers around using blockchain to promote food safety. It's the latest move by IBM to apply blockchain in verticals beyond its origins in finance. (Note: While blockchain is the term most commonly used in the industry, Constellation believes that synchronous ledger technology may be a more appropriate term. Go here for Constellation VP and principal analyst Steve Wilson's deep-dive on the topic.  

The companies working with IBM on the new initiative are Dole, Driscoll’s, Golden State Foods, Kroger, McCormick and Company, McLane Company, Nestlé, Tyson Foods, Unilever and Walmart, according to a statement.

Contaminated food is responsible for 420,000 deaths per year, according to the World Health Organization, and it can be very difficult and time-consuming to trace the source of the problem.  That's where blockchain comes in, IBM says:

Blockchain is ideally suited to help address these challenges because it establishes a trusted environment for all transactions. In the case of the global food supply chain, all participants - growers, suppliers, processors, distributors, retailers, regulators and consumers - can gain permissioned access to known and trusted information regarding the origin and state of food for their transactions. This can enable food providers and other members of the ecosystem to use a blockchain network to trace contaminated product to its source in a short amount of time to ensure safe removal from store shelves and stem the spread of illnesses.

POV: IBM also announced the general availability of its Blockchain V1 platform, which builds on the work done by the open-source Hyperledger project. Big Blue is one of Hyperledger's most prominent contributors. 

As for the food safety announcement, IBM has put together a very impressive list of launch partners to say the least, as all are major players in the increasingly complex global food supply chain.

But that complexity is related to more than logistical matters; traceability in the food supply chain isn't just about figuring out the source of contamination after the fact. Factors such as food fraud—a problem that costs producers billions per year—and consumer demand for concrete provenance of the food they purchase are just two other key factors. If blockchain's principal underlying value proposition is trust, food safety is an excellent area for IBM to target its resources.

Databricks, Skytap land sizable funding rounds for big data analytics and specialized cloud: Investors are opening up their pocketbooks for a couple of the hotter enterprise startups. First up, big data analytics vendor Databricks has landed $140 million in a Series D funding round led by Andreesen Horowitz. That brings its total funding to date—it was founded in 2013—to $247 million.

Meanwhile, Skytap has received a $45 million investment from Goldman Sachs. The Seattle startup's product is a cloud infrastructure service aimed at migrating legacy on-premises applications to the cloud quickly by essentially containerizing the customer's existing deployment model, from networking to storage to middleware and so on. 

POV: Databricks' funding round is a substantial one, says Constellation VP and principal analyst Doug Henschen. The company was founded by the creators of Apache Spark and is a leader of that community, but is far from the only one provided cloud-based Spark services, he adds. Spark has the most active open-source big data community, with more than 1,000 contributors in 2015. 

"But Databricks is holding the proverbial tiger by the tail," Henschen says. While the company says it has more than 500 organizations using its hosted Spark service, it's likely that the bulk of mainstream Spark adoption is being driven by Amazon first and foremost, as well as IBM, Microsoft, Google and others, he adds.

Databricks touts the fact that it tends to be the first to deliver new Apache Spark releases and features, but a key appeal of broader public cloud providers of Spark services is their ability to offer extensive infrastructure and developer services, as well as Hadoop and database services along with Spark's analytical capabilities, Henschen says: "Blending services from multiple cloud providers isn't difficult, but I think the broad market will be attracted to cloud providers that can offer more of a one-stop shop for data management, big data analysis and cloud application development services."

As for Skytap, "there is plenty of opportunity in moving to the public cloud and it's good to see startups going after that opportunity, not just the large IT titans," says Constellation VP and principal analyst Holger Mueller. Goldman's backing is of interest as well, since it shows the overall investment opportunity in the cloud infrastructure market, he adds.
 

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Digital Transformation Digest: Oracle Signals Plan to Fully Open Up Java EE, Sikka's Legacy at Infosys, Trump Gives Cyber Command a Promotion

Constellation Insights

Oracle signals intent to move Java EE to open-source foundation: While Java EE (Enterprise Edition) has always been open source, a somewhat different perception has taken hold since Oracle gained control of the widely used programming language through the 2010 acquisition of Sun Microsystems. Much of Oracle's own software is written in Java, and while it has led support and development of it, many other vendors—including IBM and Red Hat—have as well.

Still, concerns have been raised over Oracle's stewardship of Java and those only grew louder last year, when it appeared Oracle's committment to Java EE was waning. There were even reports that Oracle planned to entirely cease investment in Java EE and instead move to a proprietary Java runtime. In the end, Oracle publicly affirmed its long-term committment to Java, although the long-delayed Java EE 8 has yet to surface.

Now, Oracle has revealed it is exploring whether to move Java EE to an open source foundation, a decision that would relinquish some of its influence on the language while pleasing community members who have wanted such a change for years. Oracle software evangelist David Delabassee explained the company's thinking in a blog post:

We are discussing how we can improve the Java EE development process following the delivery of Java EE 8. We believe that moving Java EE technologies including reference implementations and test compatibility kit to an open source foundation may be the right next step, in order to adopt more agile processes, implement more flexible licensing, and change the governance process. We plan on exploring this possibility with the community, our licensees and several candidate foundations to see if we can move Java EE forward in this direction. 

We intend to meet ongoing commitments to developers, end users, customers, technology consumers, technology contributors, partners and licensees. And we will support existing Java EE implementations and future implementations of Java EE 8. We will continue to participate in the future evolution of Java EE technologies. But we believe a more open process, that is not dependent on a single vendor as platform lead, will encourage greater participation and innovation, and will be in best interests of the community.   

Delabassee also said "great progress" is being made on Java EE, with a reference implementation coming soon.

POV: Oracle's move provides another data point for how open source, community-driven development is making strides, says Constellation VP and principal analyst Holger Mueller. "It's a win-win for the Java community and Oracle," he says. However, "writing a blog is one thing," he adds. "Living the direction is another." It will be interesting to see the community's reception at the upcoming JavaOne conference and beyond, Mueller adds.

Vishal Sikka's mark on Infosys: In a sudden, but perhaps not so surprising move, Infosys CEO Vishal Sikka announced he is leaving the Indian outsourcing giant. Sikka didn't leave the news to be issued in a bland statement from Infosys's PR department. Rather, he penned a lengthy, candid blog describing his reasons for leaving. Here are a few key excerpts.

For days, indeed weeks, this decision has weighed on me. I have wrestled the pros and cons, the issues and the counterbalancing arguments. But now, after much thought, and considering the environment of the last few quarters, I am clear in my decision. It is clear to me that despite our successes over the last three years, and the powerful seeds of innovation that we have sown, I cannot carry out my job as CEO and continue to create value, while also constantly defending against unrelenting, baseless/malicious and increasingly personal attacks.
 
Three years ago, I started this journey with a calling, to help reshape the company around innovation and entrepreneurship, to deliver breakthrough value for clients, and to help elevate our work, our standing, our selves, on the basis of a dual strategy, bringing together dualities of renew and new, automation and innovation, people and software, to show a new path forward in a time of unprecedented disruption within the industry and beyond.
 
We have grown our revenues, from $2.13B in Q1FY15 to $2.65B this past Q1. We did so while keeping a strong focus on margins, closing this past quarter at 24.1% operating margin, beating some competitors for the first time in many years, and improving against most in our industry. 
 
Sikka came to Infosys from SAP, where he headed up all product development. But his key achievement there was HANA, the in-memory computing platform that is being woven into all of SAP's software. He brought a similar emphasis on invention to Infosys, applying design thinking methodology, a "grassroots innovation" program called Zero Distance, and pushing the company into generating more of its own technology, such as its AI platform Nia.
 
But Infosys's board wasn't unified in support of his vision, and the infighting Sikka alludes to in his blog ultimately proved to be too much.
 
POV: Where Sikka goes now is unclear, but it would not be surprising to see him take a leadership role at a pure enterprise software vendor, particularly one focused on next-generation infrastructure software and cloud services. For now, he will remain at Infosys for several months in order to help with the transition to a new CEO.
 
"Vishal's departure is a loss for both Infosys and the market," says Constellation founder and CEO R "Ray" Wang. "There is massive change required to succeed in the next disruption and even IT services vendors will have to make the hard choices. The next CEO will have to have the full backing of the board to get there."
 
"What Vishal succeeded at was giving Infosys a shot at the art of the possible," Wang adds. "This is not lost on its investors."
 
Trump elevates U.S. Cyber Command: U.S. President Donald Trump has ordered that the Pentagon's Cyber Command group be elevated to Unified Combatant Command status, a move that puts it on par with the nine preexisting unified commands. These commands are responsible for certain geographic areas, such as Europe, or like Special Operations Command, are focused on certain types of missions.
 
Trump's move represents a bold expansion of the U.S.'s intentions for not only cyberdefense, but cyberwar against the likes of ISIS and North Korea. In a statement, Trump explained his rationale:  
 
The elevation of United States Cyber Command demonstrates our increased resolve against cyberspace threats and will help reassure our allies and partners and deter our adversaries.   
 
United States Cyber Command’s elevation will also help streamline command and control of time-sensitive cyberspace operations by consolidating them under a single commander with authorities commensurate with the importance of such operations. Elevation will also ensure that critical cyberspace operations are adequately funded.  

 
Secretary of Defense James Mattis is also considering whether to separate the Cyber Command from the National Security Agency. The latter focuses on intelligence gathering rather than cyber defense and attacks.
 
POV: While Trump's announcement has been met with a largely positive response, it's probably a good idea to temper one's expectations. "All organizational restructures are political, especially when they're done by politicians," says Constellation VP and principal analyst Steve Wilson. "In my view, org charts are always more about power than substance, and that's perfectly fine. Management is all about getting a job done, having people in the right place, people you have confidence in, and who have confidence in you."
 

But there's a towering challenge to keep in mind, he adds. "The biggest problem I see in organizing for cyber warfare is that we still have no idea what it means," Wilson says. "Cybersecurity itself is on terribly shaky ground, because cyber itself is more metaphor than material. Cybersecurity is parlous because our systems are mind-bogglingly complex, brittle, rushed in development, poorly tested, poorly inspected and poorly understood. Military cyber command is being asked to defend civilian critical infrastructure built from spaghetti code."

So it may not matter much how the military's cyber command structure is organized, Wilson says: "What we need is free thinkers who will come to grips with the novel nature of the assets they're being asked to defend."

 
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Digital Transformation Digest: Walmart's Tech Investments Pay Off, NVIDIA Wants to Democratize HPC, and More

Constellation Insights

Walmart tech investments pay off in war against Amazon: It appears that the billions of dollars Walmart has invested in e-commerce technology and niche online retailers is paying off in its battle against Amazon. This week the retailer reported second-quarter results, saying that revenue rose 2.1 percent overall to $124.4 billion. But e-commerce revenue soared 60 percent, driven largely by organic growth through Walmart.com. 

One thing Amazon has long had is a massive selection of items to buy. Walmart.com now offers 67 million SKUs; while it has a long way to go before catching up to Amazon, it has picked up the pace significantly. The retailer wants to build customer loyalty through continuous digital transformation, CEO Douglas McMillon said on a conference call:

Our strategy is to make every day easier for busy families. To accomplish this, we continue our transformation to become more of a digital enterprise that moves with speed and agility. I’m encouraged by innovation in the business. We’re testing associate delivery of walmart.com orders in a few stores and by the end of the year, we’ll have approximately 100 automated pickup towers in stores across the U.S., where customers can pick up their orders within a matter of minutes.

With Easy Reorder on walmart.com, a customer has visibility to their past in-store and online purchases. In a matter of seconds, they can easily repurchase the items they’ve bought most frequently before and save the time it may have taken to make a weekly shopping list.

One challenge Walmart is trying to address is the matter of attracting more upscale shoppers. It's done so with the acquisition of primarily online boutique retailers such as Moosejaw, Shoebuy and Bonobos. These companies have given Walmart "critical category expertise" in higher-margin shoes and apparel, McMillon said.

POV: Walmart also cited growth in store visits, a key goal of its e-commerce program. Many customers who come in to pick up online orders stick around to shop for other items, thereby driving more revenue. While profits were down in the quarter, that's a reflection of the ongoing investments Walmart is making in the business. One challenge it still faces with those niche acquisitions—and more are rumored to be on the way—is to preserve their brands' image and customer base, which may be turned off by an association with Walmart.

New NVIDIA virtualization software delivers, democratizes HPC: NVIDIA has introduced Quadro Virtual Data Center Workstation Software, aka Quadro vDWS, which can deliver HPC (high performance computing) capabilities across enterprises in a much more flexible manner than before. Here's how NVIDIA describes the value proposition:

Quadro vDWS enables greater mobility and collaboration among globally dispersed teams. It also addresses the increasingly compute-intensive workflows -- with their exponential growth in data size and complexity -- associated with new technologies for 3D, photorealistic rendering, virtual reality and deep learning. These are particularly common in such fields as engineering and science, where, for example, simulations are conducted during the design process to accurately predict final products.

"The enterprise is transforming. Workflows are evolving to incorporate AI, photorealism, VR, and greater collaboration among employees. The Quadro visualization platform is evolving with the enterprise to provide the performance required," said Bob Pette, Vice President of Professional Visualization at NVIDIA. "With Quadro vDWS on Tesla-powered servers, businesses can tackle larger datasets, power the most demanding applications and meet the need for greater mobility."

The software is available for more than 120 systems from 33 vendors and runs in a browser.

POV: GPUs are rapidly becoming a favorite The Tesla GPUs provide up to twice the graphics performance of previous-generation GPUs, and high-end versions contain a whopping 24GB of RAM. Here's where Quadro vDWS can make a real difference: Not every user may need the full power of a Tesla GPU, and some may need only a small fraction. Quadro vDWS coupled with Tesla GPUs make it possible to slice and dice its computer power and serve it up as needed to multiple users, working on multiple types of devices, in multiple locations. The economic and operational benefits of this are pretty clear; it's a long way from the days when a workstation meant a large, expensive computer tied down to a desktop. 

NVIDIA sees a major opportunity in orienting its GPUs around deep learning. GPUs are well-suited for deep learning jobs due to their architecture, which is geared toward massively parallel processing. It has an early lead over competitors such as AMD in the deep learning market, not only with respect to the GPUs themselves but the many libraries and frameworks it has developed for deep learning workloads. The company is on a mission to train 100,000 developers this year on a variety of related technologies through its Deep Learning Institute.

Legacy watch: Michigan's mainframe migration project from Hell: Like many public-sector organizations, Michigan's Secretary of State is still running critical processes on a mainframe system that dates back to the 1960s.

The state wants to move off the mainframe rather badly. However, it's been trying without success since 2008, when it signed a deal with Hewlett-Packard Enterprise—which is now known as DXC Technology following its merger with CSC—on a $49 million contract, as MLive.com reports.

Michigan and HP agreed on a 2010 deadline to deliver a new version of the state's Customer and Automotive Records System, but HP didn't meet it. The state, which paid the contractor $33 million, ended up filing a lawsuit against HP in 2015.

In the end, Michigan received a $13 million settlement, but still had no new system. Now it has hired a new contractor, FAST Enterprises, to restart the project. It is now expected to be completed over the next five years, meaning the project from start to finish could take up to 14 years—and that's assuming the new deadline is met. It's not clear how much more money has been budgeted for the contract with FAST Enterprises.

POV: The five-year timeline granted to FAST raises a few questions. It could merely be a reflection that the project plan with HP was unrealistically short in length. However, the more likely case may be that the project's requirements have to be rewritten, given how old the original plan already is. In any event, this is yet another case of wasted money and missed opportunities, to the taxpaying public's detriment.

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CNBC Interview: AI and Augmenting the Way We Work

There is a lot of fear mongering when it comes to the role of Artificial Intelligence in the workplace. Are machines going to take all our jobs? No, at least not any time soon! Instead, artificial intelligence is going to augment the way we do our work, helping us filter content, derive insights and ultimately make better decisions.

Below is an interview I did on CNBC's show Capital Connection hosted by Nancy Hungerford, where I discuss AI and the Future of Work.

A.I. will augment the workforce, not replace jobs: analyst from CNBC.

Future of Work

Digital Transformation Digest: Docker EE Gets Big Update, Microsoft Invests in HPC, and Lowe's E-Commerce Coupon Conundrum

Constellation Insights

Docker EE update brings together Windows, Linux and mainframe apps: The latest version of Docker Enterprise Edition is now available and includes some significant enhancements to the popular CaaS (container as a service) platform.

It's now possible to bring together containerized applications for Windows, Linux and IBM System z mainframes into the same cluster, allowing a single orchestration system for all three types. This means IT shops can set access and security policies once and apply them across the different applications, saving significant time and effort.

Another prominent addition to Docker EE is secure multi-tenancy. Here's how it's described in the announcement:

[O]rganizations can customize role-based access and define both physical and logical boundaries for different users and teams sharing the same Docker EE environment. These new capabilities allow teams to BYO IT services model to a Docker environment where different teams rent their own nodes, multiple teams share resources, or a specific team is granted access to a collection of specific resources.

Docker EE is available as a community edition as well as several enterprise editions (pricing available here).

POV: Cross-platform, multi-cloud and hybrid cloud capabilities are what enterprises want when deploying their code assets, says Constellation Research VP and principal analyst Holger Mueller. It's a surprising twist on Docker's part to add mainframe support to Docker EE, given that mainframes are often not leveraged for next-generation application projects, he adds. "Nothing is more valuable for enterprises than to re-use working code and focus on the creation and implementation of new code assets," and that's where platforms like Docker come in, Mueller says. .

Microsoft bolsters Azure's HPC capabilities with Cycle Computing buy: Redmond wants to bring what it calls "big computing"—better known as HPC (high-performance computing) to the masses, and its latest move in that direction is the acquisition of startup Cycle Computing. Here's the rationale, as provided by Azure CVP Jason Zander in a blog post:

Azure ... has powerful infrastructure, InfiniBand support for fast networking and state-of-the-art GPU capabilities. Combining the most specialized Big Compute infrastructure available in the public cloud with Cycle Computing’s technology and years of experience with the world’s largest supercomputers, we open up many new possibilities.

We’ve already seen explosive growth on Azure in the areas of artificial intelligence, the Internet of Things and deep learning. As customers continue to look for faster, more efficient ways to run their workloads, Cycle Computing’s depth and expertise around massively scalable applications make them a great fit to join our Microsoft team. Their technology will further enhance our support of Linux HPC workloads and make it easier to extend on-premise workloads to the cloud.

POV: HPC capabilities are key for enterprises to take full advantage of the opportunities machine learning offers, and large IaaS vendors such as Microsoft provide the most efficient avenue to obtain them, says Constellation VP and principal analyst Holger Mueller. The question is whether Microsoft will retain Cycle Computing multi-cloud approach, as it currently also supports Amazon Web Services and Google Cloud Platform, he adds. "That would be a good move, as customers want choice and IaaS vendors compete more successfully on TCO than lock-in," Mueller says.

Legacy watch: Couple allegedly used website loophole to scam Lowe's out of goods: A New Jersey woman "knowingly and purposely exploited weaknesses" in home improvement chain Lowe's website in order to receive a trailer load's worth of merchandise shipped to her home without payment.

Romela Velazquez then put up some of the items for sale on a local Facebook "buy and sell" page, listing them as new in the box and available for less than half the original price tag, according to a release from the Brick Township Police Department and the Ocean County Prosecutor's Office.

Earlier this month, authorities executed a search warrant on Velazquez and her husband Kimy's home "and recovered enough stolen merchandise to fill a 18 foot trailer," the release notes. "Detectives on scene stated the residence resembled more of a warehouse than a home."

The items included a Weber grill, a Honda lawnmower, a Dewalt power washer, a 70" TV, three Dyson vacuum cleaners, a Nikon camera and multiple boxes of furniture. The Velazquezes are facing multiple theft-related charges.

POV: A Lowe's retail crime manager alerted authorities to the alleged thefts. The official press release didn't give specifics about how the Velazquezes allegedly pulled off the thefts, but the New York Post reported they used a technique known as "glitching," in which scammers log in coupon codes that incorrectly provide steep discounts or even free products. 

Glitching has become a bit of a phenomenon thanks to social media, with tips passed among users through dedicated groups and channels. To be sure, most glitchers aren't trying to steal a tractor-trailer load of goods for resale—they may just want to use that $1 off coupon to get a $0.79 bottle of iced tea for free.

But glitching is nonethless a big problem for retailers and CPG companies, and stems to inherent system weaknesses that their IT departments need to address as part of their e-commerce evolution. Couponing remains a key strategic pillar for both product manufacturers and retail stores, as they attract new customers, drive customer loyalty and can offer advantages over competitors.

 

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Digital Transformation Digest: Microsoft Continues Open-Source Push with .NET Core 2.0, UPS Adds VR to Driver Training, Facebook Goes After Real Estate Ads, and More

Constellation Insights

Microsoft wants to push .NET everywhere with Core 2.0: Under the leadership of CEO Satya Nadella, Microsoft has made a consistent push toward embracing open source software and cross-platform support. That continues in a big way with the release of .NET Core 2.0, the latest edition of its open-source software development framework.

As a companion, Microsoft has also unveiled .NET Standard 2.0. This is a specification that defines which APIs (application programming interfaces) a .NET implementation is required to have. It's hugely important to developer productivity, since over the years .NET's codebase has been forked off a few times for various purposes, such as to better target mobile devices. Before .NET Standard, developers would have to familiarize themselves with multiple class libraries.

Meanwhile, .NET Core 2.0 "treats Linux as a single operating system," Microsoft said in a blog post. "There is now a single Linux build (per chip architecture) that works on all Linux distros that we’ve tested. Our support so far is specific to glibc-based distros and more specifically Debian- and Red Hat-based Linux distros. There are other Linux distros that we would like to support, like those that use musl C Standard library, such as Alpine. Alpine will be supported in a later release."

Microsoft has also added improved support for Docker containers, a move that makes sense given how much general industry momentum Docker has.

POV: .NET dates back nearly 20 years, when it was tightly coupled to the Windows ecosystem, and its evolution away from that mindset—whether forced by simple pragmatism or not—has been something to see. One thing Microsoft has always excelled at is developer evangelism, and like every major platform vendor, it wants to retain and grow developer mindshare as the next wave of enterprise applications—leveraging containers, microservices and cross-platform capabilities—are being built.

That's the goal of .NET Core 2.0, but Microsoft will also have to pay heed to the needs of IT shops still invested heavily in server-side apps built with the closed-source .NET Framework. 

AWS rolls out new data management and security services: While Amazon Web Services rolls out a slew of new features each quarter, it used the occasion of this week's AWS Summit in New York to make several particularly significant ones.

Amazon Macie is a security service "that uses machine learning to help customers prevent data loss by automatically discovering, classifying, and protecting sensitive data in AWS," the company said. It can spot sensitive data such as PII (personally identifiable information) and sound off alerts to customers if it detects something may be awry.

Macie is based on technology AWS acquired earlier this year through the purchase of startup Harvest.ai. It will join AWS security features such as Amazon Inspector, and gives AWS an answer to the likes of Microsoft Azure's Threat Detection service.

Named initial Macie customers include Netflix, Edmunds.com and Autodesk. AWS plans integrations with third-party monitoring services such as Splunk

Meanwhile, AWS also announced the general availability of Glue, a serverless ETL (extract, transform and load) service. Serverless computing means that customers only pay when the service is actually running; there is no need to set up and maintain infrastructure. Initial customers include News Corp. and 21st Century Fox.

Glue was first announced at last year's re:Invent conference. It has native support for a number of AWS data stores, including Amazon Aurora, Amazon RDS MySQL, Amazon RDS PostreSQL, Amazon Redshift and Amazon S3, along with MySQL and PostgreSQL databases running in a virtual private cloud on EC2.

While AWS has other ETL-related tools, such as Elastic MapReduce and Data Pipeline, Glue is focused on rapid preparation of AWS-stored data based on a Spark environment; it's not appropriate for every use case, as AWS explains in a FAQ.

POV: The race between AWS, Microsoft, Google, IBM and Oracle for cloud workloads is running at an ever-faster clip, with features just as important as lower prices. To that end, Microsoft this week announced the acquisition of startup Cycle Computing, which will add more support for HPC (high-performance computing) jobs on Azure. 

UPS using VR headsets for driver safety training: The days when driverless delivery trucks will be a common sight are some ways off, and in the meantime major carrier UPS is using virtual reality headsets to help train human drivers at its Integrad facilities. Here's how the company describes its plans:

IT experts at UPS created the VR training modules that users see and hear inside VR headsets like the HTC Vive. Students using the modules must verbally identify potential road hazards such as pedestrians, parked cars and oncoming traffic. The 360-degree view inside the headset is realistic down to the finest details.

“Virtual Reality offers a big technological leap in the realm of driver safety training,” said Juan Perez, UPS chief information and engineering officer. “VR creates a hyper-realistic streetscape that will dazzle even the youngest of our drivers whose previous exposure to the technology was through video games.”

UPS will replace touchscreen devices currently being used with the VR headsets. The new VR training is only for drivers of UPS's ubiquitous brown package delivery vehicles, but may be expanded to tractor trailer training later. Real-world driving is still a part of Integrad training centers, which include replica city streets and sidewalks.

POV: This is one enterprise-centric VR case study to watch very closely. UPS has long been a heavy investor in driver safety and training, spending nearly $200 million on it last year alone, as the Boston Globe notes. Its efforts have led to a 32 percent drop in accidents since 2008. It will be interesting to see how well it weaves VR into existing training programs, and how much impact the technology will have on its safety results. 

Facebook eyes real estate ads for growth: The social network's Dynamic Ads offering is now targeting real estate, which has become a white-hot market in the U.S. over recent months. The move comes following Dynamic Ads' initial forays into travel, retail and mobile application installations, as AdWeek notes.

POV: This is a natural next step for Facebook, says Constellation Research VP and principal analyst Cindy Zhou. "Most realtors post about and discuss their listings, or ask for referrals on their Facebook page," she says. "Providing an opportunity for buyers to find listings driven by their preferences on both Facebook and Instagram has tremendous potential."

Facebook's treasure trove of data also provides broader signals regarding buyer intent, Zhou adds. "People could be posting about a relocation to a particular city, or asking for ideas for vacation property areas," she says. "These are earlier signals in comparison to a person actively searching for properties on Zillow."

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Summer 2017 News Analysis - SAP Leonardo event July 2017

What’s the news: SAP had its "SAP Leonardo Live" event in Frankfurt July 11th and 12th. Originally planned as an IoT event (that’s the original Leonardo brand) it was supposed to be a sequence to the (very good) launch event in Rome in fall last year (event report here). Frankfurt was more than IoT, as since SAP SAPPHIRE NOW (see here), Leonardo is SAP’s brand to collect all new offerings on top of the SAP Cloud Platform (with the latter not being part of Leonardo) and to implement next generation application projects together with customers, using the Design Thinking umbrella. Frankfurt was a good event to roll out more capabilities of the more mature members of the Leonardo family (BI, IoT) and to get the Leonardo message unveiled to a European / German audience. SAP took special attention to cater to the local audience, even using former CEO Henning Kagermann as a speaker, panelist, something that hasn’t happened since a long time.
 
 
Why it matters: SAP reconfirms its commitment to Leonardo. Leonardo itself is remarkable as SAP basically (but implicitly) admits that the 21st century best practices that enterprise will have to run on – are not established. In contrast – enterprises have to experiment and find their unique path to these best practices. The proven process for this is to pick a strategic area, use design thinking and the modern, 21st century technologies – around Machine Learning / Artificial Intelligence / BigData and Cloud – as well as dominating the things with IoT. But these are individual projects, not the best practices that that SAP (and all SaaS vendors) want to have validated and sold to 1000s of customers. So, with the Leonardo projects, SAP has the opportunity to have their hands on the pulse of innovation of business processes. In some areas, e.g. IoT SAP’s offerings are more progressed, as SAP has started earlier and is delivering templates, code collections and samples to help jumpstart customer IoT projects. In other areas these assets still have to be created.
 
MyPOV –  Good to see SAP getting serious on Leonardo, adding credibility with the first follow up event after the launch at SapphireNow in Orlando. SAP is also putting more pieces in place from the traditional enterprise vendor playbook – e.g. the sign-up of partners, the opening of centers around the world etc. Would be even better if SAP admitted the best practice void, something chairman Plattner (also implicitly) did at the Q&A in Orlando. But maybe most enterprises are not ready for message of this nature from SAP – yet. But the realization is sinking in fast with CxOs. That SAP wants credibility with Leonardo is obvious, e.g. using Kagermann who has a long term trusted reputation for customers in Europe underlines that need.
 
The SAP Leonardo Portfolio
CxO Advice: CxOs know that the 20th century best practices will not keep their enterprise in the survival race of the early 21st century. Design Thinking work shops are nothing new, and have proven themselves in the past. What is new is that an enterprise software vendor of the caliber of SAP is ready to partner with enterprises to establish these new best practices. This ensures integration with the rest of SAP automation and the potential bonus of becoming part of the roadmap. In the traditional approach it was clear that the work would always remain a custom effort – with the associated integration burden and maintenance costs following from a custom effort. CxOs need to be aware of the flipside – that a Leonardo project that makes it to the SAP roadmap, will be available to all SAP customers at some point, not always a desirable outcome, especially for strategically differentiating projects. Enterprises don’t always want that capability being available to the competition. But for CxOs firmly rooted in the SAP ecosystem, Leonardo projects are not in question: It’s better to have a seat at the dinner where the conversation is about the future of enterprise software, and what SAP can deliver for that – than not being invited to the dinner at all. Better to participate and influence than to watch from the sidelines, with no strategic alternatives. The opportunity of Leonardo should be evaluated by non SAP centric CxOs for that reason as well. And Leonardo should be used by these CxOs to get their vendors coaxed into a similar offering. Exciting times for enterprise software ahead for enterprises, partners and vendors. 

 
 
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Digital Transformation Digest: Google Adds Enterprise Muscle to Cloud Speech API, AWS Lands Hulu, Target Invests In Same-Day Delivery Tech, and More

Constellation Insights

Google Cloud Search API gets enterprisey additions: Last year, Google launched its Cloud Speech API, which business could use to add voice commands to various applications, such as call center systems. Now the company has released a series of enterprise-friendly enhancements to the API upon requests from customers. Here are the key details from an official blog post:

Our number one most requested feature has been providing timestamp information for each word in the transcript. Word-level timestamps let users jump to the moment in the audio where the text was spoken, or display the relevant text while the audio is playing.

To help our users with long-form audio needs, we’re increasing the length of supported files from 80 minutes to up to 3 hours. Additionally, files longer than 3 hours could be supported on a case-by-case basis by applying for a quota extension through Cloud Support.

Cloud Speech API already supports 89 language varieties. Today, coinciding with the broader announcement this morning, we’re adding 30 additional language varieties, from Bengali to Latvian to Swahili, covering more than one billion additional speakers.

POV: The new time-stamping feature provides an obviously major convenience, but it's the additional language support that should prove most appealing to enterprises. With nearly 120 languages supported, Cloud Speech API will allow voice commands to have a "nearly global reach," as Google puts it.

AWS grabs Hulu for new OTT TV service: Add Hulu to the long list of streaming content services that have chosen Amazon Web Services as their platform. Hulu launched its over-the-top (OTT) live television service in May, and at this week's AWS Summit in New York, the companies revealed their business relationship.

Hulu says by using AWS, it can focus on delivering more personalized user experiences rather than spend resources managing infrastructure. The company's OTT network joins many other streaming companies on AWS, including Amazon's own video service, Netflix, AOL, Hearst Corporation, News International, News UK and Time Inc.

POV: Hulu also noted that it chose AWS because its infrastructure can support high spikes in traffic without a degradation in service. While that's an issue for VOD (video on demand) services such as Netflix, live television has even higher demands for low-latency and other factors. Hulu's OTT network competes with several others today, and more are likely to spring up in coming months and years as consumers look to "cut the cord" on more expensive cable TV services. As this shift occurs, AWS will find itself not only serving up more and more content, but playing an important role in the evolution of content delivery over the Internet.

It's not so surprising that Hulu would sign up with AWS, given it already powers the likes of Netflix in proven fashion, says Constellation VP and principal analyst Holger Mueller. "The remarkable part is more on the enterprise sales side of AWS—they're creating repeatable sales in the same vertical, addressing both value proposition and competitive concerns to repeat a similar sale."

Target buys Grand Junction for same-day delivery tech: Retail giant Target is buying a startup called Grand Junction in order to support its push into same-day delivery. Based in San Francisco, Grand Junction's software platform is used by retailers, distributors and logistics companies to fulfill local deliveries, according to a statement.

The company is already working on a same-day delivery pilot project at Target's store in Tribeca, New York:

“Grand Junction’s technology and algorithms will help Target deliver to guests faster and more efficiently,” said Arthur Valdez, executive vice president, chief supply chain and logistics officer, Target. “This acquisition is part of Target’s ongoing efforts to strengthen Target’s supply chain to provide greater speed, reliability and convenience for guests.”

POV: Same-day delivery is a top priority for brick-and-mortar retailers as they compete with Amazon, which offers both same-day and in some markets, two-hour delivery services. Grand Junction will help Target go beyond merely dropping off goods, however; the chain plans to also offer product assembly and installation, according to a company blog post.

Target hired Valdez last year away from Amazon, where he spent 16 years in top supply chain and logistics roles, as it embarked on a plan to shake up its store formats and product mix.

The Grand Junction deal clearly has Valdez's fingerprints all over it, and a big reason Target is making the investment has to be speed-to-market. Grand Junction already has 700 carriers signed up to its program, with 10,000 drivers. It claims to cover 96 percent of North America's population. The main onus on Target will be managing quality control with a same-day service staffed by third-party vendors.

Legacy watch: Mozilla prepares to mothball thousands of older Firefox add-ons: The upcoming version 57 of Mozilla's enduringly popular Firefox web browser will be of note as much for what it adds, as what it leaves behind.

That's because it will no longer support add-ons built with the older Add-Ons SDK (software development kit). Only ones created using WebExtensions will be compatible with Firefox 57. This is a fairly significant deal, given how much Firefox's staying power has been the ability to add so many useful extensions. As Bleeping Computer notes, only about 3,600 of the more than 18,000 add-ons available now through Mozilla's portal are compatible with WebExtensions.

POV: Mozilla first announced WebExtensions—and signaled the end of Add-Ons SDK—two years ago, so it's not as if developers haven't had time to port over their code. It may be that many more do before 57 is released, or will do so shortly thereafter. There are some advantages to WebExtensions, namely that add-on code written for other browsers may work with few or no changes in Firefox, but developers apparently haven't found them compelling enough.

There's no question that Mozilla could see some user backlash from the change; in the meantime, if your browser of choice is Firefox, the time is now to look for alternatives to those useful add-ons.

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Great Examples of Systems Savvy People

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This is a request for help. My colleagues and I are working on an article that is the academic side plugged-in management -- what we call systems savvy. We are hoping to find current examples of people who do fabulous jobs integrating across the human, technical, and organizational dimensions of their work. In my book, The Plugged-In Manager: Get In Tune With Your People, Technology, And Organization to Thrive, I was able to share many examples of how being able to integrate across all your resources gives people and organizations a huge advantage. In the more recent work, my colleagues John Sawyer, and M. Scott Poole, and I are diving deep into the individual capacity of systems savvy and how you can test and train for it. But what we really need are some fabulous current examples.

Starter Examples

Sherry Smith, a software engineer and inventor of Bluetooth tracking devices/tags that work by creating a network of people and devices to locate things the tags are attached to. (An example product is the Tile Tracker.)

David Baker, and his colleagues, who saw that people would be willing and able to play a computer game folding proteins. The crowdsourced results have been credited with significant scientific discoveries.

Patrick Ross III, Deputy Director of Membership, Team Rubicon. He and his team adopted Cornerstone, a cloud software system, to redesign how logistical tasks are handled and enable the organization to quickly unite military veterans with first responders in emergency response teams. They were able to go from four hours to two minutes in volunteer recruiting, and the implementation of the change itself seems to have flowed smoothly.

Brad Katsuyama, chronicled in the book, Flash Boys. Brad, then lead of an electronic trading group for Royal Bank of Canada, and Rob Park, a financial trading platform coder, joined to create a team to dig into the human and technical details of high-frequency trading practices that some say rigged the stock market. Brad used his ability to understand systems, and people’s varying expertise across human, technical, and organizational systems, to eventually found a new stock exchange (IEX) promising a level playing field across traders.

Our Request

These people are inventors, change agents, or both. Who do you know of that we should add to this list of systems savvy/plugged-in managers? Many thanks for replying in the comments here or on The Plugged-In Manager Facebook page.

Future of Work Chief People Officer