Predictive Analytics
A&M leverages advanced analytics methodologies to provide predictive and prescriptive analytics services to our clients across industries.
Our analytics capabilities include the use of statistical methods, machine learning algorithms, and interactive dashboards to facilitate dynamic scenario testing and forecasting.
We synthesize historical company data and third-party data where appropriate to analyze past trends and predict future outcomes. As part of our due diligence process, we also perform what-if scenarios which provide pre-acquisition insights on growth potential but also advises on post-acquisition performance improvement initiatives.
Predictive analytics using our proprietary machine learning platform enable us to remove human bias and uncover factors to predict:
- Revenue and profitability based upon last three years of financial data beyond simple trend analysis
- Macro indicators that will change future cost structure
- The key factors affecting propensity for customer churn
- Collectability of outstanding payments and timing
A&M is focused on providing our clients with faster and deeper insights to support better-informed investment decisions.
