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. Assumption & Warning Log
Unknowns are surfaced instead of hidden, giving end-clients and supervisors a clear view of key warnings and assumptions.
5. Immediately Actionable
Investors can receive instant, actionable trades, or human advisors can preview proposals before release—maintaining ultimate fiduciary control.