We build custom AI trading agents
for the firms that power the markets.
Financial LLM agents, engineered for your data, your models, and your edge — deployed to your desk, your students, or your traders.
Prop firms, trading educators, and financial institutions trust us to build the agents their people actually use.
Built on the models you trust · Wired to your data · Research-only, never financial advice
Who we build for
Three buyers. One team that builds their agent.
Your people are different, so the agent should be too. Find yours — every engagement is built bespoke from there.
Prop Firms
Give every trader a quant analyst.
White-labeled and built on your risk rules and your data feeds. Hand each trader on your desk a research agent that speaks your firm's language — and never breaks your risk framework.
Educators & Communities
Hand your students a research agent with your name on it.
A retention and upsell engine, not just a course bonus. Give your community a branded agent that teaches your method as they use it — and keeps them subscribed long after the course ends.
Financial Institutions
Custom financial LLM agents, wired into your infrastructure.
Regime models, prediction, and portfolio optimization — engineered into an agent that reasons over your data inside your security perimeter. Bring your edge, or use ours.
What makes the agents different
Engineered around your edge.
Not a template. A financial LLM agent built for how you actually work.
Custom-built, not configured
We don't hand you a template with your logo on it. We build the agent around your workflow, your setups, and the way your people actually work.
Connects to your data providers
Market data, options flow, alt-data, and your internal feeds — integrated so the agent reasons over the same tape your desk trades on. Integration-ready by design.
Regime modeling & prediction
Bring your edge or use ours. Regime detection, predictive models, and signal logic engineered into the agent's reasoning — not bolted on after the fact.
Portfolio optimization
Allocation and optimization logic wired in as first-class tools the agent can reason with — for the institutions and educators who need more than a single-ticker read.
Prediction-market signals
Agents that read and reason over prediction-market data as a live signal source. Few tools offer it — we treat it as a first-class input to the agent's view.
White-label & deployable
Your brand, deployed to your desk, your students, or your infrastructure. Critical for the prop firms and educators who resell it as their own.
How we work
A managed build, not a login.
From discovery to a deployed agent your people rely on.
Discovery call
We learn your buyers, your edge, and what your people need the agent to do. 30 minutes, no obligation.
Scope & data integration
We map the workflow and wire the agent to your data providers and internal feeds.
Build & train on your models
We engineer your rules, regime logic, and setups into the agent's reasoning on the models you trust.
Deploy — white-labeled
Shipped to your desk, your students, or your infrastructure, under your brand.
Ongoing support
A managed relationship: we tune, extend, and keep the agent sharp as your needs change.
Built on the models you trust
analytical tools the agent auto-selects — momentum, volatility, options flow, regime, and more, composed per question.
audiences we build for — prop firms, educators, and institutions — each on their own data, rules, and brand.
A single credible word from a firm like yours will out-convert any feature list. This space is reserved for your first case study — let's build the agent that earns it.
Your firm here
Case study in progress
See your agent
before you commit.
Book a 30-minute demo and we'll show a financial LLM agent running on a use case like yours — your data, your rules, your brand.
BOOK A DEMO