Sentient Desktop, which brings together all relevant data in a common environment, has been integrated with the Partek Discovery Suite, a statistical analysis and interactive visualization software product optimized for computations on large experimental data. The integration facilitates the exportation of information from the desktop to the Discovery Suite, as well as performing analysis and importing the results back into the knowledge-building environment.