This white paper discusses the implementation of sentiment analysis into the production of foreign exchange trading strategies. Statistical significance testing for financial performance measures is used to compare generic foreign exchange strategies against sentiment analysis-strategies generated by Stockpulse. The strategy generated by Stockpulse outperform the generic strategies across all presented performance measures.