Research Agent
Structures research ideas, creates experiment tasks, proposes candidate features, and flags assumptions for review.
Agent fleet
Governed agents for quant research work
Not a generic chat box, but a set of specialized agents shaped around internal research processes, tool permissions, and audit records.
Data QC Agent
Checks gaps, outliers, field versions, latency, and coverage, then produces traceable quality summaries.
Backtest Agent
Calls deterministic backtest engines, records parameters, locks OOS windows, and emits reproducible validation reports.
Risk Monitor Agent
Monitors risk budgets, portfolio exposure, abnormal moves, and operating state, escalating items that need human action.
Reporting Agent
Turns experiment results, monitoring records, and approvals into internal reports and operating briefs.
Run lifecycle
Every run has boundaries, tools, and records
The value is not a single answer. It is a multi-step research process turned into an auditable run record.
Scope
Define data scope, tool permissions, and approval requirements.
Plan
Break work into steps and mark deterministic computation points.
Execute
Call internal tools and validation engines while preserving inputs and outputs.
Review
Surface risks, anomalies, and approval items to accountable humans.