Project management methodologies can only minimise risk of failure but cannot guarantee successful completion. However, early prediction of future project trajectory can provide sufficient early warnings and sufficient time to respond in case significant deviations from the plans are predicted. Such capability would require the rapid assessment of project documentation and reports and the ability to infer potential future failures from unstructured information, analysis of emotion and sentiment in the writing style of those reports.