Accurate forecasting and data validation across global markets and corporate finances demand more than traditional tools. Legacy methods often fall short when managing budgets, costs, and revenues in today’s fast-changing environment.
Complete Intelligence bridges that gap combining global economic and market data with advanced machine learning to deliver precise forecasts and actionable insights for smarter budgeting, cost control, and financial planning.
A Globally Integrated, Data-Rich Model
Our global model reflects how actions in one market, country, or sector impact others, capturing interconnected movements across currencies, commodities, equity indices, stock markets, economic indicators and internal customer data.
We source data from national statistical agencies, multilateral institutions, exchanges and other public sources, covering 50 countries, hundreds of industry sectors, and all major macro and market indicators going back to 2010.
The process begins with rigorous data screening, repair, and validation. We apply multi-layered analyses to assess how data should behave, then model relationships across economic, market, and industry variables using our proprietary machine learning engine. This powers predictive intelligence for prices, costs, budgets, and revenues.
Ensemble Modeling for Smarter Forecasts
We use an ensemble methodology that analyzes billions of data points and tests millions of functions for each forecasted item. This creates a dynamic model that mirrors the global economy, markets, industries, and companies.
By combining multiple forecasting approaches—both technical and fundamental—we generate thousands of scenarios across different historical windows. Each iteration improves accuracy by adapting to market context, delivering robust, continuously learning forecasts at the line-item level.
