A prediction is the beginning of a decision.
Financial markets are interconnected. An individual price forecast becomes more useful when considered alongside portfolio exposure, liquidity and the consequences of being wrong.
From prediction to decision intelligence
Prediction
What could move, over which horizon, and with what uncertainty?
Portfolio
How does that movement relate to the instruments held together?
Exposure
Where are the sensitivities, concentrations and dependencies?
Risk
Which conditions could create losses, liquidity pressure or forced decisions?
Hedging
What alternatives could reduce an exposure, and what would they cost?
Strategy
How do those alternatives fit the objectives and constraints?
Decision Intelligence
Bring the evidence, uncertainty and trade-offs into one considered decision.
Evidence before confidence
Our market sites keep forecasts and observed outcomes distinct. Historical evaluation needs a stated period, a defined measure and the full eligible sample. Direction accuracy, price accuracy and investment return answer different questions.
A framework in development
Insightful Data Technologies is developing an integrated approach to financial intelligence, exposure, hedging and predictive strategy. Research and journalism provide context around the quantitative work.
Predictions are probabilistic. The framework does not eliminate risk, guarantee returns, or guarantee prevention of margin calls and forced liquidation.