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These last years, main IT companies have build software solutions and changemanagement plans promoting data quality management within organizationsconcerned by the enhancement of their business intelligence system. Theseoffers are closely similar data governance schemes based on a common paradigmcalled Master Data Management. These schemes appear generally inappropriate tothe context of complex extended organizations. On the other hand, thecommunity-based data governance schemes have shown their own efficiency tocontribute to the reliability of data in digital social networks, as well astheir ability to meet user expectations. After a brief analysis of the veryspecific constraints weighting on extended organization s data governance, andof peculiarities of monitoring and regulatory processes associated tomanagement control and IT within these, we propose a new scheme inspired byFoucaldian analysis on governmentality: the Panopticon data governanceparadigm.

Reconciling complex organizations and data management: the Panopticon paradigm