Agent harnesses for financial decisioning
Tool-using flows with a guardrail, a verification step, and a fail-closed control before a recommendation can affect an action.
Focus
Four kinds of work.
This is the practice behind the case studies. It is not a menu of every method in quantitative finance.
Time-series machine learning
Point-in-time histories, sequence and classification models, and out-of-sample evaluation for financial and operating forecasts.
Production data platforms
Immutable raw feeds, quality checks before publish, one publish door, and structured logs that replace a manual record.
Evaluation and scoreboards
Blind comparison of a fine-tune against its untouched starting weights, walk-forward classification, and yearly backtest scoreboards.