Editorial

How Does Pokemon Go Influence Marketing and Analytics?

I am fascinated by the Pokemon Go phenomenon and am amazed by the success of a release of a game 5 days ago or so. According to Forbes, Pokemon Go is on pace to surpass Twitter in daily active users. That's huge!

When I was out running errands this weekend, shopkeepers told me they have seen more people out and about this weekend than ever. And as I made my way around various PokeStops around Liberty, Missouri, I noticed adults sheepishly using their phones in obvious "Pokebehavior".

And last night, when walking my dog with my wife around the neighborhood we saw many zombie people "walking their phones", staring at their screens intently. Normally we see maybe 4 people on a walk (with their dogs). Tonight, I think we saw 20 people or so (plus the 4 with dogs). We're talking about huge changes in personal behavior. Very interesting.

So did the Tasty Thai restaurant in Liberty see a surge in sales this weekend since they are a PokeStop? There were certainly more people stopping by.  As mentioned in a Forbes article, will businesses attempt to lure customers in by attracting Pokemon?

I am intrigued by the opportuity to influence social behavior.  Just because a business is a PokeStop or a PokeGym, it will receive more walk-by traffic.  How much is that walk-by traffic worth?  I think it depends on the location.  For the local Capitol Federal Drive thru bank, I don't see it helping much.  But for a frozen yoghurt shop, I think it could be huge.  Have a cool treat while you fill up on Pokemon supplies.  

From my limited googling, I found that according to a Stackexchange article,

"Pokémon, GO's database is based on Niantic's portal database for Ingress, which is currently not receiving new requests for more locations....People might wonder how that database was created so as an addition to the answer: Portals for Ingress were created by the players themselves. They were asked to submit portals at locations that are significant landmarks, mostly cultural or artistic things. Niantic then reviewed these submissions and if they agreed that it was significant enough it became a portal."

So how long until Niantic, The Pokemon Company, or whomever, starts selling the ability to be a PokeStop or PokeGym?  If the the ability to influence consumer behavior in this way seems icky to you, consider the role of coupons in American society.  Or for that matter advertisements on TV.  They all arean attempt to influence consumer behavior.  I'm not saying it's right; it's just not unprecedented.

From a business perspective I would be interested in how we measure the impact of Pokemon Go and the geospatial consequences.  This gets into mapping, and business intelligence, a particular interest of mine and my business.  This opens up the possibilities of gameification of business processes to more than just "silly awards for sales success".  Now we are influencing behavior in a fun, engaging way.

If others have ideas, please comment and let me know.  Thanks for reading.

Vlamis - Technology and the Individual

I have spent some time observing and coordinating with the people in the office in an attempt to understand how technology fits in our work and how it fits in our culture. Having also been the fulcrum for specifying and procuring equipment has given me a lot of information that I hope to delineate here in a set of suggestions for an ongoing internal IT procedures and (I hate this word > ) policies.

In the 14 years I have worked here, I learned that I was taught a lot of wrong-headed and "old" business theory that applies well to filing cabinets, but are awful for electronic devices. Business computer equipment in the 70's-80's was often built to be permanent installations and long-term investments like manufacturing equipment. In the ancient world of the IBM PC 286, it was advised to leave your computer on because the electricity it used was less expensive than replacing the power switch. In hindsight, that was not realistic. I have been told of an architect that purchased integrated workstations for his drafters that had an integrated pencil and paper drafting table with built-in CAD computer hardware and software. All encased in beautiful high-tech looking plastic, these were the top of the line and built to last. The architect spent $30,000 on each of these workstations. They were utterly obsolete in about 2 years and the "investment" helped sink his firm and it did not ever recover.

My first day at Vlamis Software Solutions (August 2000) revealed the stifling nature of how technology was viewed in the larger companies I had worked for. The mouse that was attached to the desktop PC I was assigned was a trackball. I abhor trackballs. I figured I was stuck with it. I gave it a shot. I couldn't do work with it. So I asked Dan where I could find a different mouse, and if we were out of them, what kind we were supposed to buy and from where. He looked at me like I didn't understand how life worked. "Go find a mouse that you like and will help you be productive, and if it is under $100, just buy it with your credit card.", Dan said (give or take).

My 14 years ago brain screamed, "What? No. You don't understand. There are approved things that are part of the company standards that are one-size fits-all. You buy these things in bulk and when it goes bad, you have to beg an IT person or other supply strangler to replace it with another sub-optimal thing. This man in front of me doesn't understand how businesses are supposed to work."

I have a scar on the tip of my middle finger. That scar wore a pattern in the plastic of the right-mouse button of the mouse I picked because I ended up using it so long. My productivity was increased and even though the mouse was one of the expensive new 'laser' mouses (mouses point, mice squeak), it cost less in the long term because I bought something based on my knowledge of my working habits and how I used technology. For the cost of $40, I felt more empowered, more respected, more trusted, and more of a part of this company than any results I had from the thousands of dollars spent by the corporations I previously worked for with their silly team building exercises and free bad-coffee and donuts training.

It was enlightening.

The incredibly personal nature of technology and the absolute impermanence of it makes a compelling case to allow freedom of choice with personal electronics.

There are some benefits to standardization. A stack of identical laptops will allow for trading and loaning power supplies. You can exchange parts from one to the other. You can test software and configurations on one machine and have reasonable expectation that it would work for all of them.

The reality of what actually happens in Vlamis is that a laptop and its associated hardware are given to one person and there is so very little "sharing" of that equipment. I cannot think of an example of it ever happening. Beyond that, each person's list of installed software is not the same and there has been little opportunity to realistically do "real" configuration testing. When our laptops have an expired warrantee, we move to a new one, not continue to repair them. After three years, laptop hinges are weak and the case is scratched/dented and worn. Bringing an out of date and worn laptop does not reflect the image of the exclusive boutique business intelligence consultancy we are. I believe that what little benefit there is to strictly standardize is far outweighed by the benefits of allowing a personal choice based on the users' knowledge of their work habits.

In visiting the development areas of a verly large company that is one of our clients, I noticed rather quickly that there was very little computer equipment that was not unique to each user. Laptops were of many shapes and sizes. Mouses and keyboards had rainforest-like "biodiversity". Some happily pecked away at a lightweight and very portable laptop, while others had powerful mobile workstations. Not once did I hear a single complaint about an electronic device that was issued by the company. If a corporation as large as the one I visited cannot gain an advantage at their scale for standardization of equipment for developers, how could we?

We do need ways to work together and whatever technologies we choose need to allow for this. The counter-point to this concern is that it isn't 1995. I saw a picture recently that parodied the Apple "Mac Guy" and "PC Guy" advertisements. The tagline was something like "It doesn't matter which one you pick. You are only going to use it to look at Facebook and Netflix anyway, so they are exactly the same thing." This is a curiously strong statement. The vast majority of what we do is now either browser-based or virtual machine based. The "thick client" Windows/OSX/*nix compatibility issue has been tackled by our esteemed Director of Technology. He uses virtualization to allow him to use Windows 7-based programs directly inside his OSX operating system. I've seen this in operation and it is really slick and just works. His choice of using a Mac has had very little impact on servicing our clients, even VPNs work for him. That doesn't mean that there haven't been challenges to configure cross-compatibility, but there hasn't been a problem that has not had a functional work around.

I find that I am pontificating. It doesn't seem to matter much what color, size, shape, or interface the machine is, as long as the person using it is comfortable with it and they can be productive with it, there is little benefit gained by insisting on standardizing on specific technologies and it is likely that constraining our staff to use only the one thing that some person has arbitrarily decided is "right" decreases productivity and morale.

So what do we do now? Give everyone a credit card limit and say "Go buy some happy!"? Well, that isn't very realistic. Some people have little interest in this at all and would go buy a nice red one, but it may not meet their needs because they didn't realize they even had the need. Some will need to have pre-chosen and pre-approved choices laid out in front of them or they won't ever chose. Some would much rather have a list of requirements that their machine has to fit and that they can go buy that one perfect machine for themselves.

Our laptop requirements, my top 3 picks, and the conclusions I came to are below the fold.

Mooers’ Law and the Challenge of BI

An information retrieval system will tend not to be used whenever it is more painful and troublesome for a customer to have information than for him not to have it.


Calvin Mooers 1959



When one cites Mooers’ Law at most IT conferences, most people immediately think of the law that addresses how the number of processors which fits on a computer chip advances given a discrete unit of time. The law of Calvin Mooers, however, predates the processor chip law by a few years. Calvin Mooers was a rare individual, one who relished a good dilemma more than a scientific truth. What should be most interesting for us in Business Intelligence, however, is the implication of the ever increasing information processing speed, power, and accessibility of business information; executives may find having more information more troublesome than not having it.


For those who want to focus on making BI tools and software more “user friendly” as the ultimate answer to every obstacle facing BI and believe accessibility is what Mooers’ first law is addressing, they need to face a broader, more sober reality. Mooers extended his thoughts in what might be termed a first “corollary” to his law.


Where an information retrieval system tends not to be used, a more capable information retrieval system may tend to be used even less.


Executives may have certain perspectives, beliefs, and strategies that they don’t want challenged by information. They may choose to ignore our precious BI tools rather than rely on them. The more user friendly and accessible we make them, the more threatening they become. The famous social observer Saki stated:



A little inaccuracy sometimes saves a ton of explanation.
H. H. Munro 'Saki' (1870-1916).

Sometimes we need to recall that businesses don’t run on information alone and that decisions are not pure calculation. Businesses are living, breathing, entities that have all the complexity and motivational obsequiousness that we have as individual people. To truly understand how best to leverage the power of BI tools, we need to reflect on an organization in an empathetic way. What are their underlying motivations? How does their situation “make sense”? How sustainable is their current culture that prefers ignoring analytical information? And who, if anyone, is trying to change the culture? Sometimes, it seems, executives prefer a little inaccuracy in order to save a ton of explanation.

It’s About Making Money

I was talking with a classmate from business school the other day (Northwestern University's Kellogg School of Management) and explaining how I've started working with Vlamis Software Solutions to help our clients better leverage Oracle's BI technology and to move into the modern age in which analytics and multi-dimensional analysis reveal important opportunities for greater profitability and to progress beyond the legacy "reporting rut" in which many corporations remain mired. Too many corporations finally pull the trigger to implement a new BI system, but because of their IT department's heavy work load and functional management's focus on their own small piece of the overall corporate pie, they end up merely replicating the same reports that they have used for years and fail to consider the potential returns that await from a relatively small investment in a more complete implementation of their shiny new BI systems. By offering a broader range of services and expertise, we hope VSS can help our clients get more out of Oracle's BI product lineup in the future.

I enthusiastically described to my classmate some of the new built-in analytical functions in Oracle 11g (regression analysis, data clustering using a k-means algorithm, etc.), the very cool new data visualization tools in OBIEE, and the speed, depth, and breadth of multi-dimensional analysis available to business managers by implementing Oracle OLAP and Essbase. I told him about new algorithms for optimizing multi-dimensional data cubes and accelerating true ad hoc analysis. I also mentioned how it's no longer necessary to export a data base to a specialized analytics package for data mining and perhaps more importantly, no longer necessary to figure out how to integrate results from the analysis back into the corporate data warehouse. All of sudden, he cut me off.

"But Tim, you don't get it. You like math. Most people don't. A lot of business executives are scared to admit that they don't understand regression analysis or clustering or a tenth of the stuff you've been rattling on about. They are immersed in their businesses and many of the most senior people have egos that are so big they don't want to admit that something that they don't fully understand is important. If you really want to help people, stop talking about analytics and math. Just help them make more money."

It was an excellent point. It wasn't news to me that most people don't like math. Just bring up the new book you've read on Riemann's Prime Number Hypothesis at a local cocktail party and see if you get any reaction beyond a polite nod (I prefer the Music of the Primes by Du Sautoy over Prime Obsession by Derbyshire). Pretty soon you're back to college basketball or the neighbor's dogs. It was interesting, however, to hear from my classmate how off putting the technical side of BI and analytics are to some business executives when certain language is used. Most of the clients with whom we have direct interaction at VSS love the "techie" side of BI. But they too obviously enjoy making money. Likewise everyone at Oracle, it seems to me, favors technical talk (and those in the field sales offices especially seem to favor making money).

The main focus for the BI community over the next decade must be to welcome those who don't have a natural affinity for analytics to the language, logic, and advantage of business intelligence. This doesn't specifically mean that we need only stop light dashboard designs or mandatory attendance at corporate training programs delineating when the Greek letter sigma means "standard deviation" and when it means "sum". It does mean, however, that the prime responsibility of the BI community is to find opportunities to develop a progressive roadmap for business executives at any level of technical acuity and bring them gradually along the path to a deeper understanding of statistical relationships and scenario probabilities through the use of the language of business returns and profitability. It may mean sacrificing some initial technical explanation in order to achieve a greater intuitive understanding and acceptance of BI among a wider business audience. Many with a high level of BI expertise enjoy how all the parts of a BI system come together and even sometimes how the math behind the system works, but maybe, just maybe, not everyone does. It's true that people are more likely to embrace BI as their understanding of BI processes accumulate over time and as they learn the language of analytics, so we have to learn to focus first on the benefits and the "why" and take the explanation of the "how" at the right pace.

Next time you encounter a senior manager who "doesn't get it" just remember that while they may not understand BI, they probably do understand business and making money. If they want to know more about how BI works, we should take time to share some of the technical aspects of BI and bring them along at their own pace. We have to find the balance between showing off with a technical barrage and dismissing the topic with a wave of the hand and a statement about how "it's very complicated". After all, most people may think they don't like math, but they do like making money.