Systema: Seven Hats, Seven Links

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Parable of the Watchmakers

There once were two watchmakers, named Hora and Tempus, who made very fine watches. The phones in their workshops rang frequently; new customers were constantly calling them. However, Hora prospered while Tempus became poorer and poorer. In the end, Tempus lost his shop. What was the reason behind this?

The watches consisted of about 1000 parts each. The watches that Tempus made were designed such that, when he had to put down a partly assembled watch (for instance, to answer the phone), it immediately fell into pieces and had to be reassembled from the basic elements.

Hora had designed his watches so that he could put together subassemblies of about ten components each. Ten of these subassemblies could be put together to make a larger sub- assembly. Finally, ten of the larger subassemblies constituted the whole watch. Each subassembly could be put down without falling apart.

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For the longest time I have been playing with interrogatives and associations.  Now, I think I finally have a complete representation and taxonomy.

Abstractly, it looks like the following:

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Concretely, it appears as follows:

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As I mentioned in my earlier post, I was not satisfied with a six interrogative, four association model.  Consequently, I worked to resolve this and came up with the table above with the interrogative columns (seven hats) and the associative rows (seven coats).  I also came up with the data model below:

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My hypothesis is, used correctly, the above data model can address all relational/dimensional requirements.

Related Posts:

Systema Framework Datatypes

A new insight that has come to me in working with the Systema Framework is the realization that datatypes are not chaotic or random.  Datatypes are specific to the column they are in.

  1. Logic is restricted to Text attributing the interrogative
  2. Organic is restricted to Integers attributing the cardinality
  3. Heuristic is restricted to Boolean attributing the paths or sets
  4. Pragmatic is restricted to Decimal attributing the metric
  5. Chronic is restricted to Datetime attributing the event
  6. Cosmic is restricted to Spatial attributing the node

The interesting thing is the framework is two dimensional.  This means that each of the six interrogatives is provided with each of the six datatypes in a structured fashion.

When you give this thought in this disciplined fashion, it becomes obvious that the Zachman Framework and the Systema Framework are inadequate to explain the complexity of datatypes we experience.  I will provide a solution in my next post.

Systema: The Six Hats, Six Coats Hypercube

Later in this post we will discuss this man:

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The following table represents my interepretation of the Zachman Framework:

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I have taken this framework and applied the following de Bono metaphor:

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I also incorporated my own metaphor to differentiate the axes:

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These two modifications produced the following table:

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This is where I had an “aha” moment. I asked myself what the entities would be:

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I also recognized that in each column these entities were related hierarchically allowing the creation of a six dimensional hypercube. In creating the hypercube it was possible to look at a variety of “slices”. For example:

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The table above combines Motive with Person. We can see that Motive is verbal while Person is a noun.

Next we will combine Function and Data to create another slice:

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Again, Function is a verb and Data is a noun.

Let’s look at one final slice:

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Here we see that nodes and time have many possible states.

But, why am I doing this exhaustive analysis of the possible combinations in the Six Hats, Six Coats hypercube?

Let’s go back in time for a moment and look at this table:

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When Dmitri Mendeleev created this table to describe periodic behaviour of the elements, many of the elements had not been discovered. However, the table projected what the properties of those elements would be making the search much easier.

The Six Hats, Six Coats hypercube is also a form of periodic table. Its entire collection of possible cells are called the framework space. Many of the cells in the hypercube do not yet exist, however their properties can be predicted. This makes their search and discovery of system components systematic instead of random or organic.

Related Posts:

Systema: Seven Hats, Seven Links

Green Hatting a Website

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Green Hatting in the Six Hats, Six Coats metaphor is about the conceptual perspective of a system.  Edward de Bono calls this the creative hat.

Green Hats take the feedback provided by the other five hats and look for the an opportunity to improve the quality of life, right a wrong or prevent the end of something good. In the Green Hat perspective designers evaluate goals, networks, data, processes, people and times that could, should or would exist. Green Hat conceptual design is used by the Yellow Hat contextual design team.

Like the other hats, the Green Hat is worn with each of the Six Coats. The basic question is what is the greatest benefit we can offer.

Green Hat, Green Coat: What is our meaning?

Green Hat, Yellow Coat: Why are we navigating?

Green Hat, White Coat: Why do we need data?

Green Hat, Black Coat: Why do we process?

Green Hat, Red Coat: Why are we personas?

Green Hat, Blue Coat: Why do we need convenience?

Green Hat also has a reverse purpose when variances occur in the transacting system. Green Hats decide how to handle a opportunity which is to insert a new product or service for the system to accomodate the exception. The buck stops here.

Yellow Hatting a Website

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Yellow Hatting in the Six Hats, Six Coats metaphor is about the contextual perspective of a system.  Edward de Bono does not have a hat for this perspective.

Yellow Hats take the conceptual design provided by the Green Hats and look for the niche market. In the Yellow Hat perspective designers evaluate goals, networks, data, processes, people and times that require products or services within the conceptual domain. Yellow Hat contextual design is used by the White Hat logical design team.

Like the other hats, the Yellow Hat is worn with each of the Six Coats. The basic question is what is the most unique product or service we can make available within the conceptual domain.

Yellow Hat, Green Coat: What is our unique product or service mantra?

Yellow Hat, Yellow Coat: Where are we navigating?

Yellow Hat, White Coat: Where is our data?

Yellow Hat, Black Coat: Where are our processes?

Yellow Hat, Red Coat: Where are our personas?

Yellow Hat, Blue Coat: Where are we convenient?

Yellow Hat also has a reverse purpose when variances occur in the transacting system. Yellow Hats decide how to handle a deviation which is to select a new product or service for the system to accomodate the exception or to escalate it up to the Green Hats.

White Hatting a Website

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White Hatting in the Six Hats, Six Coats metaphor is about the logical perspective of a system.  Edward de Bono calls this the optimist’s hat.

White Hats take the contextual design provided by the Yellow Hats and exprore it to its full extent. In the White Hat perspective designers optimize goals, networks, data, processes, people and times to theoretical limits. White Hat logical design is used by the Black Hat physical design team.

Like the other hats, the White Hat is worn with each of the Six Coats. The basic question is what are the logical limits within the context.

White Hat, Green Coat: How do we achieve maximum value for the customer?

White Hat, Yellow Coat: What are we navigating?

White Hat, White Coat: What is our data?

White Hat, Black Coat: What are our processes?

White Hat, Red Coat: What are our personas?

White Hat, Blue Coat: What is our peak performance?

White Hat also has a reverse purpose when variances occur in the transacting system. White Hats decide how to handle a variance which is to alter the system to accomodate the exception or to escalate it up to the Yellow Hats.

Blue Hatting a Website

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Blue Hat in the Six Hats, Six Coats metaphor deals with convenience.  Blue Hat is the first impression your traffic gets–convenience of goals, networks, data, processes, people and times.  When it comes to the web, if any of these aspects of convenience are not met you are going to lose traffic before anything is captured by your website’s system.  Let’s look at each of these aspects in turn.  Edward de Bono calls this the data hat.

Blue Hat, Green Coat:  When are the the goals of the site clearly communicated.   This is the message your evangelists are getting out and getting out often.  Be it an SEO or a customer.

Blue Hat, Yellow Coat:  When is the site navigated?  If your audience is getting a garbled presentation on their browser, they are not going to stick around to figure it out.

Blue Hat, White Coat:  When is the data accessed?  Tables of data that obfuscate information through redundancy cause users eyes to glaze over and their index fingers to click the back button.

Blue Hat, Black Coat:  When are the processes activated?  Maintain a sense of orientation as any action is executed or the user will abort.

Blue Hat, Red Coat:  When do the personas use the site?  Don’t be innovative if your users are averse to innovation.

Blue Hat, Blue Coat: When is performance required?  If you are taking too long to load flash or dowload data and traffic is cutting and running it’s time to consider communicating in different formats or increasing bandwidth.

This is Blue Hat for a website.  Blue Hat metaphors are equally applicable in any system you are working with be it business, government, not-for-profits, media or technology.

Six Hats, Six Coats: Red Hat

In an earlier post I created a variation on this ring diagram:

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I came up with the two lower levels of the ring diagram, reflex and intuition, after having given considerable thought to the Six Hats metaphor:

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And the Six Rings metaphor:

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I could see that these hexads revealed two levels that were rarely discussed in the context of Data, Information, Knowledge and Wisdom. I began to wonder how to correctly define them. After reading Edward de Bono’s Six Thinking Hats concept and John Zachman’s Framework which both contained six perspectives (Zachman considered Mechanical and Operational out of context, but made a point of including them) I began to look at the Red Hat and the Blue Hat in a new light.

Edward de Bono called the Red Hat the “intuitive” hat. Zachman referred to it as the implementation perspective. The Blue Hat de Bono called the “process” hat, Zachman called it the “operational” perspective. The Blue Hat I call the Operational or “reflex” hat. In this post I am going to discuss the Red Hat, which I call the Mechanical or “intuition” hat.

I find that intuition is not thoroughly discussed or well understood in most of the literature. However, Zachman’s framework gave me an alternative insight. In Zachman’s implementation perspective, design is translated into formally documented goals, network configurations, data definition language, program code, personnel roles, and system schedules. In otherwords, the mechanisms which the system enforceably observes. Any operations that fall outside of the implementation are treated as exceptions and flagged for handling at higher levels. The implementation defines intuitive behavior.

Intuitive behavior in us as persons is often called habit or subconscious behavior. When we train ourselves in any way we are implementing design. The literature says that it takes roughly twenty-one days to implement any habit. Habit has a motivational, spatial, formal, functional, personal and temporal component, what I describe as the Six Coats:

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When we work within the boundaries of well developed habit we experience the phenomenon called flow. Flow is the handling of events without the occurrence of exceptions to our habits. One of the commonly used examples is a rally during tennis. The two well trained players play within their intuitive boundaries for a prolonged period of time. There is little cognition regarding the return of the ball. In fact, cognition may be focused elsewhere.

Walking is another example of intuition. It is possible to perform many cognitive-physical and cognitive actions while walking. And the flow of walking is rarely broken, even when negotiating a busy sidewalk or corridor.

One aspect of intuition that hasn’t been recognized and which de Bono and Zachman lead me to consider is that intuition observes a hierarchy:

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There are high level intuitions and low level intuitions. We can have intuition about our sleeping habits, which is a temporal intuition focus. We can have intuition about walking, which is primarily a functional intuition focus. We can also have intuition about formal (data), spatial (networks) and motivational (goals) focuses. The higher the intuitive focus the more training it requires. This is also where the concept of “naturals” and the “refined” comes into play.

Naturals, are individuals who seem to have an intuitive focus mastered without training. Child prodigies are an example of naturals. However, there is nothing saying that any intuitive focus cannot be be trained to a level exceeding that of a natural. In this case we have the refined performer. Considering these two extremes, we can say that intuitive people can be born or made.

The intuitive difference between genders is another issue. Women are regarded as having superior intuitive abilities. This is attributed to a greater “white matter” content in women’s brains which emphasizes associations as in languages, while men have a greater “grey matter” content which emphasizes entities as in mathematics. However, association intuition and entity intuition both have been exhibited. Also, as in naturals and the refined, intuitive talents can be both born or made across genders.

I have shown that intuition operates below the Data level where exceptions are not handled, but passed upward cognitively when outside of the intuitive flow. I have also explained how intuition observes a hierarchy giving it a dimensionality that is often overlooked. Finally, I have demonstrated that intuition is the product of both innate ability and trained habit.

All systems have an intuitive level where the day passes and few events actually register cognitively. At this time we wonder where the day went. We have come to refer to this state as “business as usual”, but it can be the time of high productivity. Continual interruption of our intuitive processes can actually be counterproductive as it takes time to restore flow, to refocus.

Intuition does have a place in the DIKW hierarchy. But it requires us to descend the hierarchy to place it rightfully at the foundation where we can perform without cognitive registration.

It’s like the dancer said, “I was a good dancer until I started to think about it.”

 

 

The Size of Your Hat and Coat

In the last post I discussed the Six Rings metaphor which revealed that both the Six Hats and the Six Coats metaphors were both cognitive hierarchies. In this post I will discuss leadership or emphasis within a project or system.

First, we have the Six Hats which we can express as a Venn diagram:

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We can also express the Six Coats as a Venn diagram:

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These diagrams illustrate an equal emphasis on all the Hats and all the Coats. However, no system is completely balanced. An actual system might have a Six Hats Venn diagram like the following:

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In this example the emphasis is predominantly on the Blue Hat, Operational.

An actual system may also have a Six Coats Venn diagram as follows:

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In this example it is the Black Coat, Functional that has emphasis.

Putting the Hat and Coat together we can say that the emphasis of the system or leadership of the project or business is Blue Hat, Black Coat or Operational/Functional. Here’s a Mix Thirty-Six diagram of the emphasis:

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You can see that the Blue Hat row and the Black Coat column are larger.  If this were a computing project we could say that the operational perspective and functional focus are leading the effort. We are likely to get an effective transaction system at the expense of everything else. We hope that that is what the other systems that interact with ours will want.

This is a very simple example, but by analyzing the Mix Thirty-Six of external and internal systems we can realize beneficial systems. And everything is ultimately a system within its own right.

Six Rings

In my last post I revealed a ring metaphor that positioned Transaction, Intuition, Data, Information, Knowledge and Wisdom. Now that we have made the transition with a majority of the concepts from tetrads to hexads, we can now explore how the Six Hats, Six Coats metaphor can be shifted into the Six Rings metaphor. First, lets call up the Six Hats for review:

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As I discussed earlier, Conceptual is the Creative perspective, Contextual is the Compatibility perspective, Logical is the Reliability perspective, Physical is the Economy perspective, Mechanical is the Intuitability perspective and Operational is the Convenience perspective.

And now let’s take this metaphor and shift it into the Six Rings metaphor:

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As you can see I have given Creativity the highest order and Convenience the lowest.

With that done, let’s take another look at the Six Coats metaphor:

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Motivational is the Goal focus.  Spatial is the Network focus.  Formal is the Data focus.  Functional is the Process focus.  Personal is the People focus.  Temporal is the Time focus.

Now let’s take the Six Coats metaphor and shift it to the Six Rings metaphor:

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In the Six Rings metaphor I give Goals the highest order and Time the lowest order.

As you can see in these representations of the Six Hats and Six Coats as rings, there are other implications when we look at the Mix Thirty-Six:

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When we look at the Mix Thirty-Six the Blue Hat, Blue Coat requires the least cognitive effort, while the Green Hat, Green Coat requires the greatest. However, the Mix Thirty-Six describes a team and a network. Leadership and communication can follow different emphases and paths between Green Hat, Green Coat and Blue Hat, Blue Coat. And the best Green Hat, Green Coat and the best Blue Hat, Blue Coat has worn the entire Mix Thirty-Six. We will explore this more in future posts by introducing additional metaphors.

Further reading: Six Hats, Six Coats , Mix Thirty-Six and TIDIKW