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The speaker has been working in the deployment of Abacus for about 19 years, advising users and companies on how to use the tool for decision-making. The challenge is in how to embed an enterprise architecture tool internally, especially for companies transitioning from excel or legacy applications. Abacus aims to provide a platform for easy data import, collaboration, and use of cutting-edge features for data analysis and simulation.