We have designed & built software applications to verify & perform logical reasoning & deductive analysis. These applications identify how effects are transmitted and make predictions based on given set of beliefs. Each step, starting from specifications & assumptions to conclusions & results, is checked for scientific validity & coherence including likelihood consistency. The forecasting is performed using theoretical & observed co-variations among outcome probability profiles.