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i2 Limited was the UK-based arm of
software Software is a set of computer programs and associated documentation and data. This is in contrast to hardware, from which the system is built and which actually performs the work. At the lowest programming level, executable code consists ...
company i2 Group which produced visual intelligence and investigative analysis software for
military intelligence Military intelligence is a military discipline that uses information collection and analysis approaches to provide guidance and direction to assist commanders in their decisions. This aim is achieved by providing an assessment of data from a ...
, law enforcement and commercial agencies. After a number of acquisitions, in 2011 it became part of IBM.


History

Founded in 1990 in
Cambridge Cambridge ( ) is a university city and the county town in Cambridgeshire, England. It is located on the River Cam approximately north of London. As of the 2021 United Kingdom census, the population of Cambridge was 145,700. Cambridge bec ...
, i2 Limited sold products to more than 2,000 organizations in 149 countries, including most members of
NATO The North Atlantic Treaty Organization (NATO, ; french: Organisation du traité de l'Atlantique nord, ), also called the North Atlantic Alliance, is an intergovernmental military alliance between 30 member states – 28 European and two No ...
. The company was founded by Mike Hunter and Dr Tim Spiers, who along with one other founding investor and employees of the company, held all shares until the company was acquired in 2005. i2 developed software products for visualisation and analysis of disparate data sources to aid criminal investigation, and which were later also used by other branches of government (including anti-terrorism, military intelligence and defence), as well as commercial fraud. Beginning with desktop Windows solution, the first products were the i2 Link Notebook and i2 Case Notebook, which would eventually be used by every police force throughout the UK, and were often the incentive for the first PC installed for use by analysts and investigators in a particular office. Product capability and range was expanded from law enforcement, for use across industries including government, military and national defence and public safety, as well as commercial fraud prevention. US headquarters (known as i2 Incorporated) was in
McLean, Virginia McLean ( ) is an unincorporated community and census-designated place (CDP) in Fairfax County in Northern Virginia. McLean is home to many diplomats, military, members of Congress, and high-ranking government officials partially due to its proxim ...
. In 2005 the company was acquired by
ChoicePoint LexisNexis Risk Solutions is a global data and analytics company that provides data and technology services, analytics, predictive insights and fraud prevention for a wide range of industries. It is headquartered in Alpharetta, Georgia (part of ...
. In June 2008, i2 was acquired from ChoicePoint by
Silver Lake Partners Silver Lake is an American global private equity firm focused on investments in technology, technology-enabled and related industries. Founded in 1999, the firm is one of the largest technology investors in the world. Its investment holdings have ...
Sumeru fund for $185 million. In July 2009, i2 merged with Knowledge Computing Corporation (KCC), makers of Coplink software. KCC was founded in 1998 in
Tucson, Arizona , "(at the) base of the black ill , nicknames = "The Old Pueblo", "Optics Valley", "America's biggest small town" , image_map = , mapsize = 260px , map_caption = Interactive map ...
. In 2011, i2 received $10 million as an out of court settlement from Palantir. i2 sued Palantir in federal court alleging fraud, conspiracy, and copyright infringement over Palantir's algorithm. Shyam Sankar, Palantir’s director of business development, used a private eye company as the cutout for obtaining i2's code. In December 2021, IBM announced that it will be divesting the i2 family of products to N. Harris Computer Corporation, a division of
Constellation Software Constellation Software is a Canadian diversified software company. It is based in Toronto, Canada, is listed on the Toronto Stock Exchange, and is a constituent of the S&P/TSX 60. The company was founded by Mark Leonard, a former venture capita ...
.


Products

The first products included the i2 Link Notebook and i2 Case Notebook. The i2 Link Notebook enabled investigators to create entity relationship diagrams (a kind of visual database) allowing raw intelligence – largely textual reports (e.g. witness statements) – to be entered manually, revealing the relationships within the data and enabling data from different sources to be collated and graded. Automatic and manual layouts, and the ability to create, share, search, analyse and crucially print, even extremely large charts (sometimes tens of metres in length), dramatically improved law enforcement's ability to understand and communicate the status of investigations, and to direct and manage the process. The i2 Case Notebook provided similar data entry and visualisation of time series data (i.e. laying events out along themes such as people and places), again able to handle very large data sets. Even with variable density timescales, due to the very large number of events uncovered in a large investigation, a single Case Chart could cover several walls in an office, or stretch tens of metres along a corridor. While initially for manual data entry, these tools were then extended with add-on components to allow integration with databases. These database add-ons allowed mapping between a database entities (such as person, place, organisation, vehicle, asset, event) and the relationships between entities (such as associate, owns, related) and visual entities used to represent those records on the chart (person icon, place icon etc.). The first such database interface was to
HOLMES 2 HOLMES 2 (Home Office Large Major Enquiry System) is an information technology system that is predominantly used by United Kingdom, UK police forces for the investigation of major incidents such as serial murders and high value frauds. The system ...
(Home Office Large Major Enquiry System), and subsequently many different SQL and even free text data sources. With database integration a query could be entered from within the visual representation of the data, the chart, either using a context menu on the chart background, or on a displayed entity (usually an icon). Query results were delivered directly to the visualisation, by adding elements to the chart, and any added entities and links were automatically laid out without disturbing the rest of the chart, for ease of understanding. Investigators could explore a database with an initial search, and then incrementally expand to follow particular lines of thought. For example, by right clicking a person icon, choosing "Expand", and having new entities displayed as icons connected to the queried person, to show relationships drawn directly from the database. Thus revealing associations that would be difficult to spot through a traditional database query UI such as a person record that may or may not include information about known associates, vehicles, assets and so on, related to that person. This removed the need for any contextual knowledge by the investigator to infer likely relationships, and enabled even a new investigator to quickly explore new data or new hypotheses even with very large data sets. The i2 Analyst's Notebook became the name for a packaged solution which included the i2 Link Notebook and i2 Case Notebook. This was part of the
Human Terrain System The Human Terrain System (HTS) was a United States Army, Training and Doctrine Command (TRADOC) support program employing personnel from the social science disciplines – such as anthropology, sociology, political science, regional studies, and ...
, a
United States Army The United States Army (USA) is the land service branch of the United States Armed Forces. It is one of the eight U.S. uniformed services, and is designated as the Army of the United States in the U.S. Constitution.Article II, section 2, cla ...
program which embeds social scientists with combat brigades. An investigation into fraud in the U.S. Army was reported to have used Analyst's Notebook in 2009. Analyst's Notebook was also used in the Army
Distributed Common Ground System The Distributed Common Ground System (DCGS) is a system which produces military intelligence for multiple military branches. DCGS Programs * DCGS-N - DCGS for the United States Navy * DCGS-A - DCGS for the United States Army * AF DCGS - DCGS fo ...
through 2011. Other i2 products included: Analyst's Workstation, iBase, iBase Intellishare, iXv Visualizer, iBridge, iXa Search Service, TextChart, ChartReader and PatternTracer. Its products deal with problems sometimes called "
big data Though used sometimes loosely partly because of a lack of formal definition, the interpretation that seems to best describe Big data is the one associated with large body of information that we could not comprehend when used only in smaller am ...
". In September 2011, it was announced that IBM acquired i2 Limited. The terms were not disclosed, but estimated at around $500 million. At the time, it was estimated to have 350 employees. The products were then sold under the IBM i2 brand, as part of its " Smarter Cities" campaign.


References


External links


Official website
{{IBM Software companies of the United Kingdom Data analysis software IBM acquisitions Crime statistics