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Mar
01
 Innovation Requires Acting with Imperfect Data
  Innovation  Speaking Engagements 

I recently had the pleasure of speaking to a group of undergraduate and MBA business students at the International Career Conference held at Cal Poly in San Luis Obispo, California. I was honored to have been invited to keynote the conference and also participated in a panel discussion later in the day. During my keynote I spoke about common themes that I’ve seen in growing Aptify over the past 16 years and specifically talked about innovation. One of the main points I made to the group was that you can’t innovate with perfect data, and in many cases little to no data is available at all. Traditional methods in market research require validation of a wide variety of input factors before making a decision to pursue an idea or opportunity. While such methods are quite valuable, they have to be adaptable to the environment you are in.

True innovation, by definition, means you are doing something that is new. If what you are considering has been done before you’ll probably be able to find a great deal of information. If, however, you are embarking on a new process, method, or bringing a truly unique product or service to market, you may not find directly relevant data. You have to be willing to make a logical leap from the intended benefits/value proposition of your idea to estimating if results will be successful. I recently read a great column in Business Week by Roger Martin and Jennifer Riel that speaks to the same general theme.

What experiences have you had fostering innovation in your organization and how do my observations compare to your own history?



Comments  1

  • Yvonne Parle 03 Mar

    Machiavelli would agree ....

    `` We must bear in mind, then, that there is nothing more difficult and dangerous, or more doubtful of success, than an attempt to introduce a new order of things in any state. For the innovator has for enemies all those who derived advantages from the old order of things, whilst those who expect to be benefited by the new institutions will be but lukewarm defenders. This indifference arises in part from fear of their adversaries who were favoured by the existing laws, and partly from the incredulity of men who have no faith in anything new that is not the result of well-established experience. Hence it is that, whenever the opponents of the new order of things have the opportunity to attack it, they will do it with the zeal of partisans, whilst the others defend it but feebly, so that it is dangerous to rely upon the latter.''
    Niccolò Machiavelli
    The Prince
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