Disclaimer

1. Nature of Insights

All analyses, dashboards, and predictive models provided by AEM Consultancy (Analyze . Eliminate . Maximize) are based on the specific datasets provided by the Client. The results represent statistical probabilities and historical patterns, not guaranteed future outcomes.

2. Data Integrity

AEM Consultancy (Analyze . Eliminate . Maximize) relies on the accuracy and completeness of the data provided by the client. We are not responsible for insights or recommendations based on incomplete, outdated, or corrupted data sources.

3. Decision Support

Our reports are intended for informational and decision-support purposes only. The final responsibility for implementing any operational changes, investments, or strategic shifts rests solely with the Client's management.

4. Model Limitation

Predictive models developed (via Python/Statistic tools) are subject to external variables, market volatility, and 'Black Swan' events that cannot be accounted for in mathematical modeling. AEM Consultancy (Analyze . Eliminate . Maximize) shall not be held liable for financial or operational losses resulting from the application of these findings.