Agentic quant trading

The agenticquant.

A trading agent that reads the market, acts on it, and learns — running on your capital, with discipline built in.

Why Sentinel

Trading is a full-time job.
Sentinel does it for you.

Markets move every second, and edge dies from the things humans can't beat — emotion, fatigue, inconsistency, the trade you skipped because you were asleep. Most strategies don't fail on the idea. They fail on the execution. Sentinel removes the human from the loop entirely: it watches when you can't, decides without flinching, and follows the process every single time.

The discipline that's supposed to make trading work — Sentinel just is that discipline.

What makes it different

It doesn't guess the market.
It runs the desk.

Sentinel doesn't predict prices. It does something more useful — it operates: estimating the odds, sizing to conviction, and managing risk on every position, from market open to booked result.

Estimates the odds

A calibrated probability on every trade — not a guess about where price goes next.

Sizes to conviction

Capital is committed in proportion to the edge — more when it's sure, less when it isn't.

Runs risk on every position

Downside is managed continuously, every open position — from the first tick to the booked result.

Capabilities

One agent, the whole loop.

Perceive, decide, act, learn — autonomously.

01

Reads the market

Ingests live market data and classifies the regime — calm, volatile, or trending — so every decision fits the conditions.

02

Decides with conviction

ML models score each opportunity and calibrate how sure they are. A 60% signal means 60% — size follows the edge, not emotion.

03

Executes, then learns

Places trades inside hard risk rules, then retrains on what happened — walk-forward, continuously.

04

Manages the downside

Daily loss limits, trailing drawdown, and position caps are built into the core — not bolted on.

Process

One loop, run continuously.

Sentinel works the way a quant desk does — only it never stops, never tires, and never second-guesses the process.

sentinel.log
[perceive] ingesting market data…
[perceive] 12 instruments streaming
[regime] classifying conditions
[regime] state: trending ↑
> volatility elevated · handing to decide
Running
Under the hood

Quant-desk engineering,
not a black box.

Sentinel is built on the methods serious quant teams actually use — validated on data it's never seen, with costs and risk priced in from the start. No black box. Just an agent engineered to operate honestly in live markets.

20
walk-forward folds
0
look-ahead bias
real
cost modeling
Validation pipelineall passing
Walk-forward validation
tested only on unseen data
20 folds
Probability calibration
confidence means what it says
calibrated
Regime-aware decisions
adapts as conditions shift
live
Real-world cost modeling
slippage, fees, spread
priced in
Triple-barrier exits
disciplined entry and exit, every trade
enforced
Risk

We built the brakes
before the engine.

Risk control isn't a feature on top — it's the foundation everything else stands on. Daily loss limits, trailing drawdown protection, and position caps are wired into the agent's core, governing every trade before profit is ever considered. Sentinel is built to protect first and earn second.

Daily limitsTrailing drawdownPosition capsKill-switchProp-firm ready

Daily loss limits

A hard ceiling per day. Hit it, and the agent stands down.

Trailing drawdown

Protection tightens as the account climbs.

Position caps

No single trade can dominate the book.

Sentinel is coming.

An autonomous trading agent that runs the whole loop — reading, deciding, deploying, learning. Join the waitlist for early access.