Big Data Analytics – Unlock Breakthrough Results (Step 1)

You’ve made the big data investment. Now it’s time to realize value. This series of posts is going to provide a detailed set of steps you can take to unlock this value in a number of ways. As simple use case I’m going to address the perplexing management challenge of platform and tool optimization across the analytic community as an example to illustrate each step.

The Entity Card

Whatever business you are in, information is the most important raw material there is and it should be understood by many. Using tools like the entity card is one way of communicating on relatively stable information structures, there are other ways. People may say this is hard and takes a lot of time todo. To them […]

The Entity Card

Whatever business you are in, information is the most important raw material there is and it should be understood by many. Using tools like the entity card is one way of communicating on relatively stable information structures, there are other ways. People may say this is hard and takes a lot of time todo. To them […]

You May Not Need A CDO — But Wouldn’t You Want To Improve Your Odds Of Success?

Jennifer Belissent and I just published a report on the role of the Chief Data Officer that we’re hearing so much about these days Top Performers Appoint Chief Data Officers. To introduce the report, we sat down with our press team at Forrester to talk about the findings and about the implications for our clients.

Forrester PR: There’s a ton of fantastic data in the report around the CDO. If you had to call out the most surprising finding, what would top your list?

Gene: No question, it’s the high correlation between high-performing companies and those with CDOs. Jennifer and I both feel that strong data capabilities are critical for organizations today and that the data agenda is quite complex and in need of strong leadership. That all means that it’s quite logical to expect a correlation between strong data leadership and company performance — but given the relative newness of the CDO role, it was surprising to see firm performance so closely linked to the role.

Of course, you can’t infer cause and effect from correlation — the data could mean that execs in high-performing companies think having a CDO role is a good idea as much as it could mean CDOs are materially contributing to high performance. Either way, that single statistic should make one take a serious look at the role in organizations without clear data leadership.

And you’re right, there’s a ton of fantastic data in this report; the next most surprising finding is just the rapid adoption of the role. Forty-five percent of organizations globally is a lot, and this was a particularly broad-based survey, with more than 3,000 respondents.

Read more

All Data as a Service (DaaS/BDaaS) – Who’s Your D-a-a-S Enabler?

There are three primary and distinct roles to consider, whether
you’re building or buying DaaS – regardless of the type or
characteristics of data that’s being exchanged; big data, open data,
fast data, IoT/IoE data, metadata, microdata, multimedia content,
structured, non-structured, semi-structured…ALL DATA.

The DaaS Consumer – who needs not only to acquire data from
somewhere (in a way that shields them from the underlying technology
concerns), but also then may use it to develop information apps and
services, or repackage the data to share further with others.  The
consumer assigns and realizes value from the service.

The DaaS Provider – who actually builds, markets and
operates the business service and categorized storefront (or catalog),
and brokers or stewards the data quality & availability, data
rights, licenses and usage agreements between the consumers and the
original data owners.  The provider creates, shapes and deploys the
opportunities for value-enablement of specific data assets.

IT Services Management  – who design, implement and operate
the information and data management infrastructure the DaaS Provider
relies upon – and manage the IT component and services portfolio this
infrastructure includes. For example the databases, virtualization
technologies, data access services, storage and middleware capabilities.
(Note that “IT Services Management” may be a wholly 3rd-party role, as
well as a role within the DaaS Consumer or Provider organizations –
there may be 3 or more IT Services Management domains).

There’s also a less distinct, more broadly relevant role – the DaaS Enabler.
a.k.a. the “Enterprise Architect”, which can be a person, a role, or an
organizational capability. The EA scope includes a heavy focus on
enterprise “universal” information management and governance, infused
(particularly in the Public Sector) with the currently vogue
philosophies of SOA, Open Data, Mobility, Privacy-by-Design (PbD)
and Cloud Computing. (Note that DaaS does not have to be delivered via a
“cloud” deployment model – it’s equally-applicable delivered as a
private data services virtualization platform, for example).

All Data as a Service (DaaS/BDaaS) – Who’s Your D-a-a-S Enabler?

That’s where we’re headed, inexorably – you’d like to know what’s going on with your systems, what your customers or constituents need, or perhaps the latest metrics concerning device utilization trends during business events. And, you’d like this information (all of it, or lots of it) right now, in an easily consumable, visual, semantically-relevant way – to share with your community and to be automatically (or easily) ingested by your other systems or analysis tools. Secure & compliant, fast, portable, standardized if necessary, high quality.

But most of all, you’d like to pay only for the data and the way it’s delivered to you – not for a bunch of information technology products and services, hardware and software. You want data-as-a-service, as a consumer; i.e. explicit data units delivered via affordable service units. (Note the service deployment method might include Database-as-a-Service, i.e. DBaaS).

Or – you’re on the other side – you want to actually build the DaaS capability, to offer DaaS (or, perhaps a better term is a “Data Sharing Service” ) to your constituents or customers – as a provider.

There are three primary and distinct roles to consider, whether you’re building or buying DaaS – regardless of the type or characteristics of data that’s being exchanged; big data, open data, fast data, IoT/IoE data, metadata, microdata, multimedia content, structured, non-structured, semi-structured…ALL DATA.

  • The DaaS Consumer – who needs not only to acquire data from somewhere (in a way that shields them from the underlying technology concerns), but also then may use it to develop information apps and services, or repackage the data to share further with others.  The consumer assigns and realizes value from the service.
  • The DaaS Provider – who actually builds, markets and operates the business service and categorized storefront (or catalog), and brokers or stewards the data quality & availability, data rights, licenses and usage agreements between the consumers and the original data owners.  The provider creates, shapes and deploys the opportunities for value-enablement of specific data assets.
  • IT Services Management  – who design, implement and operate the information and data management infrastructure the DaaS Provider relies upon – and manage the IT component and services portfolio this infrastructure includes. For example the databases, virtualization technologies, data access services, storage and middleware capabilities. (Note that “IT Services Management” may be a wholly 3rd-party role, as well as a role within the DaaS Consumer or Provider organizations – there may be 3 or more IT Services Management domains).

There’s also a less distinct, more broadly relevant role – the DaaS Enabler. a.k.a. the “Enterprise Architect”, which can be a person, a role, or an organizational capability. The EA scope includes a heavy focus on enterprise “universal” information management and governance, infused (particularly in the Public Sector) with the currently vogue philosophies of SOA, Open Data, Mobility, Privacy-by-Design (PbD) and Cloud Computing. (Note that DaaS does not have to be delivered via a “cloud” deployment model – it’s equally-applicable delivered as a private data services virtualization platform, for example).

Information management includes the entire lifecycle of “information as an asset” capabilities in an enterprise, and into the stakeholder ecosystem – from the data sources, their ingest and “staging/data quality”, to storage in various repositories and access via information & data services, user interfaces and ultimately information-sharing and digital engagement services.  (See more of Oracle’s “Enterprise Information Architecture” ).

The DaaS Enabler (as a person) might be known by other titles, like Chief Data Officer, Chief Information Officer, DaaS Architect, Information Architect – maybe even Chief Innovation Officer (focusing on data assets); regardless of the title, the experience and scope of attention is as mentioned above, coordinated across all three service roles.  EA skills are essential, because DaaS enablement includes people, processes, technology and information concerns.

Each service role (Consumer, Provider, IT Management) benefits from the DaaS Enabler, particularly given the fact that the maximum value to be realized by each role’s investment in effort and resources – is collaboratively dependent on the others, and dependent on acknowledgement of proven, trusted, pragmatic enterprise architecture principles.

Oracle is an example of a DaaS Provider  – empowering businesses and public sector organizations (i.e. DaaS Consumers) to “use data as a standalone asset and connect with partner data to make smarter decisions. Oracle DaaS is a service in Oracle Cloud that offers the most variety, scale, and connectivity in the industry, including cross-channel, cross-device, and known and anonymous data.” 

Oracle is also a DaaS Enabler – as an organizational capability, for DaaS Consumers, Providers and IT Services Management.  This includes people (Enterprise Architects, supporting organizations and communities), processes (DaaS engineering, deployment and operations models, case studies, tools and business services), technology (DaaS information and device technologies, tools and platforms, hardware and software) and information (data assets, reference architectures, knowledge capital).

Creating or using Data-as-a-Service (DaaS), Big Data-as-a-Service (BDaaS), or any other DaaS initiative, exposed to the public or entirely within your enterprise?  Identify your DaaS Enabler(s).

Do you perform Information Architecture or a Data Architecture?

So, full disclosure, I care about Wikipedia.  Call me dumb, I know.  Wikipedia has been described, alternatively, as the best platform ever invented for fostering useless arguments among ignorant people /and/ the most successful encyclopedia effort of all time.  The truth, as always, lies between these extremes. Well, I’m part of a small team that…

Get Your Enterprise Architects Plugged Into Your Big Data Initiatives

This week I released some more research on enterprise architecture. But this time it’s a bit different than what you usually see. For this research I wanted to focus on how EA helps enable impactful initiatives. So to kick that off I chose to publish best practices on Big Data. See the link below: Best […]

The post Get Your Enterprise Architects Plugged Into Your Big Data Initiatives appeared first on Mike J Walker.

Get Your Enterprise Architects Plugged Into Your Big Data Initiatives

This week I released some more research on enterprise architecture. But this time it’s a bit different than what you usually see. For this research I wanted to focus on how EA helps enable impactful initiatives. So to kick that off I chose to publish best practices on Big Data. See the link below: Best […]

The post Get Your Enterprise Architects Plugged Into Your Big Data Initiatives appeared first on Mike J Walker.

The State of Enterprise Information Architecture

In my opinion, the importance of Enterprise Information Architecture (EIA) cannot be overemphasized. We are in an information driven world, full stop. This becomes even more clear as we look into the future of technology. As you can see from the Gartner 2014 strategic technologies list (http://www.gartner.com/newsroom/id/2603623), many if not most are all predicated on […]

The post The State of Enterprise Information Architecture appeared first on Mike J Walker.

The State of Enterprise Information Architecture

In my opinion, the importance of Enterprise Information Architecture (EIA) cannot be overemphasized. We are in an information driven world, full stop. This becomes even more clear as we look into the future of technology. As you can see from the Gartner 2014 strategic technologies list (http://www.gartner.com/newsroom/id/2603623), many if not most are all predicated on […]

The post The State of Enterprise Information Architecture appeared first on Mike J Walker.