Retail investing tools often surface information or predictions without owning the complete decision: suitability, ranking, sizing, risk, execution and review.
An agentic trading system that turns a few investor constraints into a governed daily decision pipeline rather than a stream of stock tips.
Retail investing tools often surface information or predictions without owning the complete decision: suitability, ranking, sizing, risk, execution and review.
I separated the workflow into specialist agents but kept aggregation, risk gates, portfolio constraints and execution controls deterministic and auditable.
The system now runs as a paper-trading pipeline with market scanning, ranking, portfolio controls, human approval gates and post-trade self-review.
Agentic AI becomes credible when autonomy is bounded by explicit decision rights, deterministic risk rules and a clear ability to abstain.
Open the full architecture, modeling, validation and lessons.