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As we have witnessed in recent history, executives are not as well equipped to perform this responsibility as expected We advocate high focus on smart data and an accompanying strategy and management technology portfolio to improve the situation Having studied management science and operations research, we often wonder throughout our management careers why there is so little evidence that executives apply the methods and algorithms that many have learned and some of us continue to teach Upon investigation, a pattern appeared: while problem solving logic and formulations might apply, there is often insuf cient data on which to operate Data may be de cient in a variety of ways, ranging from there isn t any to a host of issues about quality Yet, mostly, de ciencies have to do with failing to prepare for and anticipate the need for data Thus we suggest that executives raise questions and demand smart data to answer those questions in order to optimize enterprise performance Answering Questions that Management Does Not Believe Could Be Answered When operating Talon Publishing & Research, a rm dedicated to answering questions that management did not believe could be answered, George conducted primary research for a new product initiative at GTE Telecom The product was a telecommunications management system that was the brainchild of retired Air Force of cers who envisioned applying what they had learned in the military combined with commercial off-the-shelf (COTS) technology to commercial needs about which they knew little Before investing, GTE executives wanted to know the market for the system and details about how to price the product and associated services By employing a 20 page research instrument mailed to 5000 individuals selected from the prospective customer universe, and with a 20% response rate, GTE determined that it could sell 50 units with high certainty, and the research provided granular information related to pricing product and service features Before the survey, many executives were skeptical You will never get them to answer 20 pages of questions To make a long story short, success was based on presenting the right questions to a highly quali ed audience for which the questions were relevant and important to them, and we promised to share the answers Research results-driven advertising and marketing instruments were rapidly prepared immediately upon completion of the analysis Messages were closely aligned with what was learned about customers Timely follow-up was directed to the hot prospect respondents and $80 million in new business was losed within 12 months with signi cant after-sales service of >$300 million The short and ef cient selling cycle made believers of GTE management and they created the GTE Intrapreneur Program as a result, whereby the technique was routinely applied to developing ventures Today, companies employ this technique in an ever more sophisticated manner, leveraging social media, blogging, electronic white paper publishing, and surveying The more the audience is bombarded by this surfeit of information, the more creative enterprises must be to entice and engage customers Smart data is central to. simple ocr javascript: kdzwinel/JS-OCR-demo: JavaScript optical character ... - GitHub free ocr software onlineOnlineOCR.net ist eine Kostenlose OCR-service in einem "Gast-Modus" (ohne Registrierung), die es Ihnen ermöglicht zu konvertieren 15 Dateien pro Stunde ... 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