How DIY could help User Adoption of Big Data

iu-9Big Data- is it a hype, waiting for it’s potential to fully blossom, or is it still in its infancy, sleeping until woken by the kiss of adulthood and then bursting into life?

I don’t have the exact answer to that. I do see a lot of companies building the foundations of big data platforms, hoping that they can come up with the right questions to answer, with the use of insights from data. There are definitely some good examples in the industry where companies really benefit from better insights by providing better user experience or operational efficiency.

On the other hand I still see a lot of companies struggle, still busy building new reports and thinking about their data strategy, first building a data warehouse, or already relying on the principles of creating a data lake.

One thing I definitely know is that big data is still far away from the regular business user. One could argue that big data is already all around us, in the use of applications, which leverage combinations of different kinds of data around us. For instance, the debate could be whether a company like Uber or AirBnB could be considered big data companies, aggregating data from millions of users, cabs, and house owners to provide the perfect match to the user.

But to the regular user, it is still something very unfamiliar. They are still relying on the reports, which are generated from traditional ERP systems, or with a bit of luck, from reporting tools on top of those ERP systems.

What could we do to create a breakthrough? Could the DIY movement be brought to the Big Data & Analytics area?

It has certainly worked in some other areas. For instance, the 3D printing business. Of course, 3D printing had already been invented and was in existence, but the start of the DIY 3D printing race really made it possible for this business to flourish. It’s funny to notice that it was spurred by the possibilities from crowd-funding, making it possible for the first DIY 3D print companies to start building their business.

A great documentary call ‘Print the Legend’ is available on Netflix, in case you are interested to know more.

The same goes for Internet of Things (IoT). One could argue that IoT is no longer a new thing, but to many it is still a starting business. Many industrial applications are in place, but the real fun kicked in when Arduino and Raspberry Pi brought the IoT fun into the living room, making it possible to build whatever you want. Here the real statement is “the limit is your imagination”. A TED talk by one of the Arduino founders provides insight into what people are already inventing. As mentioned in one of my earlier blogs here, I spent a good part of my summer building Arduino projects with my sons aged 12 and 15 years, thereby bringing IoT and programming into their hands. Not only could they build the projects, they really started to understand the power of IoT and programming, and the different applications that would enrich their lives.  At least in their opinion…

Coming back to the Big Data world… When we think about DIY BI, we are most of the time limited to the sometimes-expensive toolkits from the industry. Not always cheap and thereby only in the hands of limited number of users, the so-called power users. I will not state that every single user could be a big data analyst; therefore the rise of a whole new profession is currently taking place. But with the power to at least witness what big data could mean and how data visualization could lead to new insights, it would be something that could grow the demand for big data from the user perspective. My sons are also not the new Internet of Things gurus, but have at least started to value the meaning of IoT, thereby also driving demand (if only we could have some IoT ‘clean your room’ project examples).

From a developer perspective, a lot is already possible. Through API’s we can connect to super computers like IBM Watson, and leveraging HTML libraries we can tap into fancy visualizations that can really enhance and enrich our applications. But you need true developer power in order to create this.

Will there be a rise of inexpensive, open-sourced toolkits that will spur the demand for big data and spur people to create their own magic? Whether that will happen, I don’t know. But you only have to look at the accelerated growth DIY brought to the 3D printing and Internet of Things space to imagine the possibilities.

As posted on Capgemini’s CTO blog

Companies Entering your Home through Hidden Data Hubs

iu-8A few days earlier, while writing this blog, people were full of excitement and anticipation for the new Apple event that was to be held on September 9th. The much anticipated release of the new iPhones (will it be smarter, faster and potentially bigger), the public release of iOS 9, and the revealing of the secrecy around Siri. Don’t know whether you tried to have Siri reveal her secret to you, I did…… but to no avail.

The most important release will probably be the new Apple TV. Rumours already gave us insights in a doubling of the price, as well as a large increase in the size of the Apple TV console.

First ideas went in the direction of a full Apple Store functionality on the TV and thereby probably a severe rival for the game consoles of Sony and Microsoft. I tested this idea with my sons who are 12 and 15 years of age. The youngest one was not convinced; he truly believes that you cannot play FIFA15 (soon to be replaced with FIFA 16) other than on a PlayStation. The older one has a more economical approach. “Dad, I would rather suffer a bit of user experience and be able to buy 10 games, rather than 1 game for the additional performance or graphics”.

Time will tell whether Apple can become a real competitor for the main play consoles, like they have become for the handheld consoles.

The real interesting topic behind the release will be the potential entry of Siri and the Internet of Things into the living room. With a bigger console, there is a big change that Siri will become part of our living room as well. Talking to the device rather then controlling it with your remote control (which was a real flaw in the current top-box). The good thing will be that we can ask much more stuff, we can control things with our voice and probably therefore will provide much more information to the machine then we did before.

This will be further strengthened by the homekit connectivity and the trend I foresee that we will connect more and more items in our daily life to the hub in our home.
Is this an issue? Not per se. But with the connectivity streamed through the hub, there is a potential for the one that controls all to get insights in our life, from which we do not yet realise the consequences.

Let’s consider: I will browse stuff through Siri, give confirmation of a purchase to Siri, pay through Siri (probably our voice will be considered a unique validation for us, therefore the way of keyless payments). Combining this with how often I switch off the light, change my temperature, etc. can give some very interesting insights.

Will this be a threat? Perhaps not with Apple, since they clearly stated that they want to have this kind of information on the device, not through their web services. A clear statement they probably made to differentiate against Google through which these kinds of services all go through their powerful services.

But Apple is not alone. Also Google’s OneHub must not be considered as a standalone product to improve our wireless capabilities in the home. This is also their hub of Internet of Things and Google Now will play a great role in it. The same goes for Amazon’s Echo. A very slick device which I even want just for the design, but a potential entry for Amazon to get insight in my daily life and connect this to their marketing machine.

This sounds a bit creepy and I am definitely not one who will predict the end of the world. It’s just that I want everybody to be aware of the potential behind it, both from the positive and the negative points.

There are some very positive lessons coming from these devices where other business can take advantage from:

  1. A great UI will overcome other hurdles. It is the design and ease of use from these devices for which we will forgive a lot!
  2. Provide a breadth of services. It is no longer a standalone, one function device, it has possibilities in a lot of different areas
  3. Combined services provide more ease to the consumer
  4. Ease of integration will do the rest.

Who the winner is in this race and who provides the best answer to the consumer, I really don’t know. That is a new field where business can learn from, but perhaps as a partner I also can tap in, I am sure of that!

Listen to my podcast recorded as Episode 3 in the ‘Data and the Hunch’ series, brought to you by Capgemini Expert Connect.

Interested in discussing more? Follow me on Twitter @fwammes

Having a great IoT summer

iotRecently a Dutch newspaper reported that the government is starting a study on enabling new technology companies (like AirBnB) in the Dutch market. After the initial uproar when housing companies hired Private Investigators to look for people who had illegally rented out their apartments (more on this in my other blog), the government is beginning to understand that rather than fight these new developments, a better approach would be to guide and enable them. They now consider it as a potential for growth of employment, rather than a destruction of existing businesses.
Perhaps now the government can also give a new boost to technical education which from my own experience is still of poor quality. One of my sons is now going to high school and in a school of 2000 students they have 2 computer rooms, and are doing a pilot with iPad education with only a few classes. After some questions, they were honest enough to tell me that it was not the equipment, but that the teachers were not able to deal with the new developments.

Therefore I decided that this summer holiday is going to be a programming holiday for the kids. Whether they want it or not, we are going to connect every doorknob, light-switch, toilet-flush and any other object to the internet. The Arduino starter kit is in the house and additional equipment in order. If you want to get some more inspiration on what to connect to the internet, please have a look at the brilliant TED speech of one of the Arduino founders, Massimo Banzi.
A great talk, which in my opinion is a tribute to the DIY community that is drastically changing the society we live in. The best remark from Massimo is somewhere in the middle of the presentation, where very subtly he refers to the fact that some ideas will probably rise from the DIY community and will be brought to mass success by one or two players. In my opinion, the one with the best user experience.

Are we already at that turning point with regards to IoT, or will it still remain in the hands of my children who hopefully after the summer holidays will switch all their career aspirations to become the best techies in the world?
I think we have already crossed that point, but a lot of businesses (some industries have already seen the light) don’t yet understand what the monetization potential of IoT is all about. For these companies, here are two simple rules that could really change their perspective on IoT.

1. Machine Data is internal data being wasted: A lot of things or machines within the company can already be measured, but nobody is acting on this data. This is a potential goldmine that can give you insight into waste, production optimization, set-up reduction time, logistic movements, etc.
The bigger issue is how to connect the technical perspective to the business process insight. Information technology + Business Analysis = Business Technology. By investigating the kind of machine data being produced, we can look in what the potential insights are. Big Data is not only data from external sources and the web, it can also be delivered by the tools you have already installed. Take this as a potential start in your IoT monetization journey.

2. CRM delivers 25% insights in what your customer is doing; IoT can deliver the other 75%: A very interesting insight from our former CTO, Andy Mulholland, who has published several pieces of work from his research into IoT technology and its business use. He stated that if the industry has so massively invested in CRM projects only to gather 25% of the insights from the customer, imagine the potential if we can get the other 75% through connected people and devices.
And he is totally right. With sensor technology we can track our customers, gain more insight into what is leading to a purchase rather than the purchase alone. We can get insight into the use of the product after the purchase, thereby offering additional services over the web or through an app. We can create additional loyalty by combining the data from the product into mashed services which enables the user to share data, and optimize his or her life (think of Nike and Health).

Just thinking of how we can tap into the real usage and behavior of your customers and how IoT can enable this will help you come up with some great ideas.

Just two simple questions and approaches, but in my opinion a way for every company to start leveraging the power of IoT.

So, besides the doorbell, doorknob and toilet-flush, I will ask my children to try and come up with cool ideas on how their or their friends’ lives will change if they can leverage the information they already posses (option 1) or if they can gain insights they don’t have right now into personal behaviour (option 2).
Curious to see what surprising ideas will come…

*Image source:

As published on Capgemini’s CTO blog

Be as Smart as a Swallow!

swallowsA couple of weeks back we had an exciting event in our backyard. Having the privilege of living in the country, we have some land with three stables. For years we have had some great visitors who (completely uninvited) join us for a couple of weeks. You probably guessed it already, a flight of swallows.

Not really being into birds, I am always surprised to see them coming back (assuming that it is always the same pair). More importantly, they don’t only come to visit us, but they also enrich us with a nest from which they hatch eggs. The chicks started to break out of their eggs in the beginning of June and recently left the building.
This year the swallows changed their tradition and did something remarkable; they leveraged the nest they had used last year. Initially we always saw new nests popping up, but this year they took last year’s nest, renovated it and when they were satisfied, used it to lay their eggs.

Observing this new behavior of the swallows got me thinking about the system landscapes of our customers. In a lot of discussions when we talk about the future or digitizing the company strategy, we think about landscape renewal. New processes, new applications, whilst a lot of quality is still in the processes we defined in the past and the applications we have run for years.

Can we learn something from the swallows? How can we leverage the good from the past and bring it to the capabilities of tomorrow so we can put our own eggs into safe (controlled) hands. The Cloud could be an alternative way. Currently we are involved in different programs where we help customers transfer their first and second tier landscape towards PaaS services, leveraging the capabilities of Cloud environments like Pivotal Cloudfoundry, IBM Bluemix, Salesforce etc.
It enables a quick rebuild towards future proof platforms while reducing maintenance costs, upgrade risks, etc. Furthermore it provides innovation on top of a proven foundation, rather than entering complete rebuilds.

The swallows brought new life and energy in the world in a fast, proven and efficient way. Use their example and create your own freedom in order to spread your wings to fly into the new digital world!

As published on Capgemini’s CTO blog

What can Management Teams learn from Football

iuLast week it was a struggle being Dutch again. After winning the bronze medal in the World Football Championships 2014 in Brazil, the Dutch team is facing real troubles qualifying for the European Football tournament next year in France.

Of course there are a lot of excuses. Arjen Robben, one of the best players in the world, has been injured and not been able to play in most games. And a new generation has come which perhaps has not yet the experience to dominate the games and make it an easy qualify. But looking at the names and clubs they play (compared to the competition) it should be easy.

Perhaps is has become a different play now. Not so much about the best players, but more about the best team. Look at the semi finals of the Champions League where Juventus (although not a small team) beat the star team of Real Madrid.

In this context it is very interesting to look at Denmark. Yes Denmark, not the first major country you think of when it comes to soccer. But in this country a revolution is taking place which could not only change the world of soccer, but perhaps also the world of Management in general.

This year the Danish football club “Midtjylland” became Danish soccer champion. Quite a surprise considering the budget they have and the history of the club. The secret of Midtjylland is that they base the formation of the team not on the decision of a trainer or technical director, but on Analytics. As chairman Rasmus Ankersen stated in an interview with Dutch journal De Correspondent: “We redesigned the club based on a question: what would a football club look like if it had no human eyes and ears?”

They analyze players, games and based on the analytics they make their decisions. If the right wing attacker always moves to the mid of the field, they need to make sure that the player behind him has proven that he always tends to play the ball towards the middle and not to the outside of the field. Seems like logic, but not one normally used by a human being.

The same goes for the choice and control of the trainer. He needs to be at the service of the analytical outcome, not to judge on his own opinion. With some of the ego’s we see at trainers, you can imagine it will not be easy to find the right candidate.

Is this different in our corporate environment? A lot of decision making is still based on personal connections and personal opinions rather then facts and figures. Is Top management leveraging the analytical capabilities they have or could install in their organizations? Some do, but in my opinion, still to fragmented. In the 2013 article in the Harvard business review “Competing on Talent analytics” (, there are some good examples.

In Capgemini’s digital framework, we mention three ways of increasing competitiveness by leveraging digital capabilities; (1) Customer Experience, (2) Operational Excellence) and (3) New Business Models. I would argue to include a fourth dimension: Renewal of the managerial practice.

Let’s reimagine and redesign the analytics in the management board on selecting talent and putting the best teams in place. It’s time to learn from other areas than only focus on our current practices. If a mediocre club in Denmark can become the Champion, what would prevent you from doing the same in your industry ?

As published on Capgemini’s CTO blog

Does the Sharing Economy spell the end of the Gross Domestic Product?

iu-2A few weeks ago there was quite some fuzz in the Dutch news regarding Airbnb. Housing Corporations in Amsterdam were hiring private detectives to spy on people who rented the houses of the Corporations, and check whether they were allowing people to stay in their houses through Airbnb. This is prohibited in the leasing contract.

For the leasers of the house it makes perfect sense. Some people made up to 20K additional income from the Airbnb arrangement. Money that is probably unreported to the Taxes and which the Housing Corporations will not see a dime (or Eurocent in this case).

Should this be a problem? Platform Companies like Airbnb are thriving on the fact that people are willing to make extra money from the assets they possess (or in this case lease). My personal belief is that we will have a whole generation coming for which personal possession will be less relevant. The sharing economy will be there and platform companies will be part of it.

On the other hand you can argue that from an economic perception this might be too disruptive. As Jaron Lanier argues in his great book “Who Owns the Future”, the collective income we generate will be less and it could potentially destroy economic value causing mass unemployment especially in the middle class.

Indeed, if we all stayed in hotels, we’d spend more on our nights out and create probably more employability for more people. On the other hand those people could also be renting out their houses on Airbnb and generate their income from this source, again sweating their assets (they own or rent).

The paradigm shift we need to make is about ownership and valuation. Will we move to a society where people can chose between ownership or an “Asset free” life? Will money still be the major driving force to measure exchange and where should it come from?

During a session we held on one of our Financial Products (Payment Service Bureau) a product manager for a large bank, stated it clearly. The main role we still play is the facilitation of the “current account”: a safe place where people can store their money and from there can settle the individual debts towards each other.

Platform companies like Airbnb and Uber are here to stay and will grow in number and industries see the rise of the “Sharing economy” and “Asset free” lifestyle. But the same technology that drives these companies can and will also allow us to come with different ways of trading our goods and thoughts. Perhaps in the end the Gross Domestic Product” measurement will change to “Gross Traded Value” measurement.

As published on Capgemini’s CTO blog

Always Online; blessing or curse (and a practical guide)

iu-3Many people and companies consider the concept of Always Online as a blessing humanity had waited for many years. Always able to check your mail, the ability to be reached by phone, or more important the ability to phone whenever you want. How could our parents live without this luxury (somehow they did).


It indeed has great value. Recently two Dutch students were lost while taking a walking trip in Turkey, but were able to sent an SMS through their phone, which helped the rescue searchers to narrow their search and luckily find them. My wife also was very happy recently when the tire of her care broke down and she could call the Car services. Particularly with the horrible tires which nobody can remove without using force.


But it also has downsides. First of all the disturbance people will face with the possibility to call in the train of plain or have Internet access above the Pacific Ocean. One of our CTO’s recently had a flight towards Australia and was bothered with a loud phoning businessman on his flight. Good (?) thing was that he also had Internet connection so we all could enjoy on Facebook whilst the incident was happening (what about real time society). Also the ignorance we have about who can listen to our calls is mind-blowing. Also in the Netherlands this week one of the members of Parliament decided to quite with his role as spokesperson for the gas industry in the Netherlands, since he made several non-diplomatic comments on his phone while returning to the Hague with the train.


My biggest worry is not so much about these aspects, but much more about the concentration spent I see happening with our children and us. In one of the TechnoVision postings I made for TechnoVision 2014, I already reflected on this point, although in a different context. My worry is that all these productivity-enhancing tools will have a negative impact on our ability to focus, concentrate over a longer period of time and create time to reflect.


It is not so much that I am against progress (I consider myself still to be a technology enthusiast) but we need to learn and teach how to create what I call “moments of reflections”. Building this into your daily routine will not only increase focus and concentration (not to mention mental and physical health), it will also make us more productive in our use of technology. Thereby some guidelines that I would like to suggest to life a technology fulfilling live:

  • Start your day with a 15 minute meditation or breathing session (not with checking Facebook)
  • Plan your lunch with people (not behind your laptop or mobile)
  • Make sure you walk enough during the day (without facing down to check your mail)
  • Spent time to cook without any devices in the room (use a meal you know, don’t come with an excuse you need the recipe)
  • Have a good talk with you partner, family member or somebody else in the evening
  • End your day with a 15 minute meditation
  • Finally try to plan an electronic free day per month, or week per year


Ps. Good thing is you can always use your device to plan this and a wearable to track it. Good thing for the technology diehards amongst you