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'''Technology Intelligence (TI)''' is an activity that enables companies to identify the [[technology|technological]] opportunities and threats that could affect the future growth and survival of their business. It aims to capture and disseminate the technological information needed for [[strategic planning]] and decision making. As technology life cycles shorten and business become more [[globalize]]d having effective TI capabilities is becoming increasingly important.<ref>[http://publications.eng.cam.ac.uk/12771/ Technology intelligence: Identifying threats and opportunities from new technologies] {{Webarchive|url=https://web.archive.org/web/20080403035608/http://publications.eng.cam.ac.uk/12771/ |date=2008-04-03 }} Mortara, L. and Kerr, C. and Phaal, R. and Probert, D., [[University of Cambridge]] (2007)
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In the United States, [[Project Socrates]]  identified the exploitation of technology as the most effective foundation for decision making for the complete set of functions within the private and public sectors that determine competitiveness.<ref>{{cite journal | title = DoD Unveils Competitive Tool: Project Socrates Offers Valuable Analysis | journal = Washington Technology | date = 1988-05-05 | first = Esther | last = Smith}}</ref>

The [[Centre for Technology Management]] has defined 'technology intelligence' as "the capture and delivery of technological information as part of the process whereby an organisation develops an awareness of technological threats and opportunities."<ref name=":0">[http://www.ingentaconnect.com/content/ind/ijtip/2006/00000002/00000001/art00006 A conceptual model for technology intelligence. International Journal of Technology Intelligence and Planning] Volume 2, Number 1, pp. 73-93. {{ISSN|1740-2832}}, Kerr, C. I. V.; Mortara, L.; Phaal, R. & Probert, D. R. (2006)</ref>

The Internet has contributed to the growth of data sources for technology intelligence and this is very important for the advancement of technology intelligence.<ref name=":4">{{Cite journal|last1=Veugelers|first1=Mark|last2=Bury|first2=Jo|last3=Viaene|first3=Stijn|date=February 2010|title=Linking technology intelligence to open innovation|journal=Technological Forecasting and Social Change|volume=77|issue=2|pages=335–343|doi=10.1016/j.techfore.2009.09.003}}</ref> Technology intelligence gives organizations the ability to be aware of technology threats and opportunities.<ref name=":0" /> It is important for companies and businesses to be able to identify emerging technologies in form of opportunities and threats and how this can affect their business. In the past two decades, there has been massive growth in the amount of products and services that technology has produced and this is because it is a lot easier and cheaper to acquire and store data from different sources that can be analyzed and used in different industries.<ref name=":1">{{cite journal |last1=Chaudhuri |first1=Surajit |last2=Dayal |first2=Umeshwar |last3=Narasayya |first3=Vivek |title=An overview of business intelligence technology |journal=Communications of the ACM |date=1 August 2011 |volume=54 |issue=8 |pages=88 |doi=10.1145/1978542.1978562|doi-access=free }}</ref> The interest started in 1994 and the technology intelligence process has evolved since then.<ref name=":2" /> This process can be used to improve and further the growth of a business because the need to shorten the time lag between data acquisition and decision making is spurring innovations in business intelligence technologies.<ref name=":1" /> There are several tools called [[text mining]] and tech-pioneer that make the technology intelligence process actionable and effective. This process consists of 4 steps: organizing the competitive intelligence effort, collecting the information, analyzing the information and disseminating the results.<ref name=":7" /> Although this process is very beneficial to organizations, there are some challenges such as communication and interpreting the results the process provides.<ref name=":8" />

== Historic Development ==
Technology intelligence is not new but is more important now that organizations and societies are being disrupted by the shift to an information and networking-based economy.<ref name=":2">{{Cite journal|last1=Bergeron|first1=Pierrette|last2=Hiller|first2=Christine A.|date=2005-02-01|title=Competitive intelligence|journal=Annual Review of Information Science and Technology|language=en|volume=36|issue=1|pages=353–390|doi=10.1002/aris.1440360109}}</ref> Also known as [[Competitive intelligence|Competitive Intelligence]], there are different stages of the evolution process.<ref name=":2" /> The interest started in 1994 with numerous publications on the topic, government efforts to encourage competitive intelligence and the origination of competitive intelligence courses and programs in universities.<ref name=":2" /> Then in the 1980s, the work of Michael Porter on strategic management renewed this interest.<ref name=":2" /> Between the 1970s and 1980s, a few companies started adopting technology intelligence processes but were not successful. This failure still causes a great uncertainty on how companies can adopt these practices. However, over the past few years, there is still a growing interest in technology intelligence processes.<ref name=":3">{{Cite journal|last=Lichtenthaler|first=Eckhard|date=September 2003|title=Third generation management of technology intelligence processes|journal=R and D Management|language=en|volume=33|issue=4|pages=361–375|doi=10.1111/1467-9310.00304|issn=0033-6807}}</ref>

The first generation of technology intelligence occurred when there was no long-term strategic framework for Research and Development (R&D) management. A number of inefficient innovations were created, due to the fact that there wasn't much coordination between the central research department and their technology needs.<ref name=":3" /> Technology monitoring was introduced to the central research department but still, there were errors. The recommendations were not efficient and their presentation was poor and this didn't do much for the resource allocation process.<ref name=":3" />

The second generation of technology intelligence tried to strengthen the link between companies and R&D management by offering short term technological needs but this was not enough as the corporate strategy did not offer long term guidance. When it came to emerging technologies, these could not be easily implemented because they had not adequately planned and were not receptive to recommendations. The technology intelligence processes in this generation were focused on customers in the short term run. Information was collected, analyzed and organized in a controlled manner based on the technology intelligence process of the researcher and this limited the efficiency of the technology intelligence specialists.<ref name=":3" />

In the third generation of technology intelligence, the corporate and technology management both decide the strategy and content of R&D. The insufficient information about the knowledge of the market in the future is used as an opportunity to introduce long term innovations to help the company grow and take advantage of opportunities.<ref name=":3" /> This strengthens the company's learning ability as all necessary parties are involved. This differs from the previous generations as technology intelligence positions have a coordination role and is decentralized.<ref name=":3" /> This is the stage that only a few companies have moved to and others are gradually doing the same.

== Tools ==
The key to actionable technology is being able to properly implement the use of IT tools to collect and perform analysis on relevant data.<ref name=":4" /> The use of open innovation is a good way for businesses to take advantage of technology intelligence. When people within an organization can contribute technologies and ideas, it allows for increased growth.<ref name=":4" /> The use of these IT tools like text mining make technology intelligence more efficient and actionable.<ref name=":4" /> These tools are very important in planning for technology development by providing frameworks to aid the technology intelligence process.<ref name=":5">{{Cite journal|last=Yoon|first=B|date=July 2008|title=On the development of a technology intelligence tool for identifying technology opportunity|journal=Expert Systems with Applications|language=en|volume=35|issue=1–2|pages=124–135|doi=10.1016/j.eswa.2007.06.022}}</ref> A common tool used is text mining. This tool obtains information from a company's data and analyzes and identifies patterns that will be beneficial to them.<ref name=":5" /> The benefit of text mining is that it has a keyword-based morphology analysis that allows you assess the economic and technological value of future technology.<ref name=":5" /> Another tool used is Tech-Pioneer. This tool identifies technology opportunities systematically by using a computerized procedure to identify keywords and analyze the architecture and framework of technologies.<ref name=":5" /> These tools are mostly used to provide numerous possibilities of future technologies and not necessarily predict the future.<ref name=":6">{{Cite journal|last1=Mietzner|first1=Dana|last2=Reger|first2=Guido|date=2005|title=Advantages and disadvantages of scenario approaches for strategic foresight|journal=International Journal of Technology Intelligence and Planning|volume=1|issue=2|pages=220|doi=10.1504/ijtip.2005.006516|s2cid=16613397|issn=1740-2832}}</ref> These scenarios that the tools provide is pivotal in the technology intelligence process. Scenario planning is also a part of the technology intelligence process. It improves the decision-making process and creates images of how the future might evolve which allows companies to take advantage of opportunities to grow.<ref name=":6" /> These scenarios can also identify possible threats.

== Process ==
The technology intelligence process consists of 4 steps:<ref name=":7">{{Cite journal|last1=Norling|first1=Parry M.|last2=Herring|first2=Jan P.|last3=Rosenkrans|first3=Wayne A.|last4=Stellpflug|first4=Marcia|last5=Kaufman|first5=Stephen B.|date=September 2000|title=Putting Competitive Technology Intelligence To Work|journal=Research-Technology Management|language=en|volume=43|issue=5|pages=23–28|doi=10.1080/08956308.2000.11671377|s2cid=150567921|issn=0895-6308}}</ref>

* Planning, organizing and directing the competitive intelligence effort,
* Collecting intelligence information, 
* Analyzing the data,
* Disseminating the results of intelligence for action.

The planning step involves the company deciding to seize technology-based opportunities. Collecting information involves a number of techniques used to gather insights from data. The third step involves identifying these technological opportunities from the results. The last step involves putting the results into action and taking advantage of the knowledge the process has provided.<ref name=":7" />

Technology Intelligence is crucial for success in technology based companies.<ref name=":8">{{Citation|last1=Savioz|first1=Pascal|title=Technology Intelligence System: Benefits and Roles of Top Management|date=2004|work=Bringing Technology and Innovation into the Boardroom|pages=220–236|publisher=Palgrave Macmillan UK|language=en|doi=10.1057/9780230512771_10|isbn=978-1-349-43246-2|last2=Tschirky|first2=Hugo}}</ref> It identifies technology opportunities by generating insights that can affect revenues and profits. It can result in a shift in strategy and improve the quality of a business' products and services.<ref>{{Cite journal|last=Brenner|first=Merrill S.|date=1996|title=Technology intelligence and technology scouting|journal=Competitive Intelligence Review|language=en|volume=7|issue=3|pages=20–27|doi=10.1002/cir.3880070306}}</ref>  The process also deals with large volumes of data and generates information that humans cannot produce.<ref name=":5" />

== Challenges ==
A challenge of technology intelligence is that there isn't much conformity between the analysis generated and the time of the planning.<ref name=":3" /> There can also be some difficulties in communication and realization of results. Even when a firm has good technology intelligence, it can be problematic to actually get the information discovered to decision makers.<ref name=":8" />

==See also==
*[[Competitive intelligence]]
*[[Technology Scouting]]

==References==
<references/>
*[http://www.ifm.eng.cam.ac.uk/working/briefings/v1n2_ifm_briefing.pdf Technology Intelligence systems: how companies keep track of the latest technological developments], ifM Briefing, University of Cambridge, 2007
*[https://archive.today/20130202020705/http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6VF3-4DR1T67-3&_user=10&_rdoc=1&_fmt=&_orig=search&_sort=d&view=c&_acct=C000050221&_version=1&_urlVersion=0&_userid=10&md5=0d09d6d0dc6b07f644741a78491d2639 Technological change and the technology intelligence process: A case study.] Journal of Engineering and Technology Management,Vol. 21, No. 4, pp.&nbsp;331–348, Lichtenthaler, E. (2004)
*[http://www.ingentaconnect.com/content/iri/rtm/2000/00000043/00000005/art00007 Putting competitive technology intelligence to work. Research-Technology Management] Vol. 43, No. 5, pp.&nbsp;23–28, Norling, P. M.; Herring, J. P.; Rosenkrans, W. A.; Stellpflug, M. & Kaufmann, S. B. (2000)

== External links ==
;Journals
* [http://www.sciencedirect.com/science/journal/00401625 Technological Forecasting and Social Change]
* [http://www.elsevier.com/wps/find/journaldescription.cws_home/422925/description#description Technovation]

;Products
* [http://illumin8.com illumin8]

[[Category:Technology strategy]]
[[Category:Business planning]]
[[Category:Business intelligence terms]]