TiaoTech Quant Agent / In development

Bring research, risk checks and review together

A desktop quantitative-research tool in development that brings market information, strategy research, risk checks and AI assistance into one workspace.

A macOS-first development project. Analysis, approval and risk-control code does not establish a production release or live-trading acceptance.

Research, risk boundaries and approval · AI scenario illustration
Research, risk boundaries and approval · Not a real interface · AI concept · 2026-10-11
FOR YOU

Start with a specific need

Individual researchers who need a structured research workflow.

Research steps and risk decisions are fragmented and difficult to review.

SCOPE

Use and availability

Organize information around a research hypothesis and use risk checks and records to support review.

macOS-first development; commercial release and public downloads are not confirmed.

macOS-first desktop application

Capabilities & experience

01 · Implemented

Organize information for research

The desktop workbench organizes a decision cockpit, strategy lab and data radar around market information and research context.

02 · Implemented

Give models a defined task

Model and agent configuration supports analysis tasks. Research output is separate from trading actions; an agent conclusion is not authorization to place an order.

03 · Implemented

See the constraints before execution

Risk budgets, quantity calculations and hard limits participate in trade previews. Human approval and execution-environment boundaries determine whether an action can proceed.

04 · Implemented

Keep decision and execution context

Strategy, risk and audit responsibilities live in the desktop main process. The project remains in development, with no return guarantee or claim of a production trading release.

A typical path

01

Set a research question

Organize analysis around market, strategy and data context.

02

Review risk and assumptions

Review inputs, budgets and limits; distinguish analysis from execution.

03

Confirm and retain records

Executable actions remain subject to environment controls and human approval.

A closer look

Common questions

What is available now?

A macOS-first development project. Analysis, approval and risk-control code does not establish a production release or live-trading acceptance.

Where can I learn how it works?

This page explains capabilities and scenarios. The documentation center provides an introduction and related materials. Use the verified product links to check actual availability.