Monitoring Tools to Detect Abnormal Forecasts

We developed heuristic plausibility checks for a forecasting system, which are regularly executed and inform the responsible employees about conspicuous forecasts via automatic e-mail generation. The system automatically assigned severity ratings to anomalies based on potential monetary impact, allowing teams to prioritize which issues warranted further investigation. The solution incorporated customer-defined statistical checks and heuristics, establishing regular anomaly reporting via e-mails to respective market experts, with targeted alerts ensuring each expert received only relevant notifications.