1. Data Intake
Accept parameters through API, file upload, or UI—anything from a
risk-tolerance dropdown to a full financial-planning questionnaire.
2. Agentic Model Orchestration
Atlas federates multiple frontier LLMs, each specializing in asset
allocation, instrument selection, risk diagnostics, and compliance.
3. Portfolio Synthesis
The system iterates until it reaches an optimized frontier, balancing
return targets, liquidity, tax treatment, and client constraints.
4. Decision & Assumption Log
Decision logs open the LLM's black box on instrument selection,
allocation, and strategy, while assumption logs surface client
knowledge gaps and standard portfolio practices.
5. Immediately Actionable
Investors can receive instant, actionable trades, or human advisors
can preview proposals before release—maintaining ultimate fiduciary
control.