Data Solutions
We provide comprehensive data and financial management services to optimize your business's financial performance and sustainability.
Predictive & Scenario-Based Analytics
WHAT
Predictive and scenario analytics use statistical models, ML, and simulations to anticipate trends and test future outcomes.
WHY
McKinsey finds predictive analytics adoption improves decision accuracy by 20–25%.
Gartner highlights simulation models cut planning uncertainty by 30%.
Deloitte reports firms using predictive analytics are 2x more likely to outperform competitors on revenue growth.
HOW – Harmonic's Approach
Build regression models, time series forecasts, and decision trees tailored to commercial contexts.
Develop Monte Carlo and “what-if” scenario simulation models to stress-test decisions.
Prioritise use cases such as pricing optimisation, churn prediction, sales forecasting, and credit risk.
Ensure model transparency, governance, and explainability for stakeholder trust.
Run model calibration cycles using fresh data to maintain predictive relevance.
CLIENT VALUE
Enables proactive, data-informed planning and faster response to change or uncertainty.