SPY
QQQ
NVDA
AAPL
MSFT
BTC
ETH
SOL
XRP

AI-native hedge fund
infrastructure.

Design, backtest, and deploy autonomous trading modules to the cloud. Strategies are built with LLMs and executed across stocks, options, futures, and crypto — through a single institutional control plane.

Asset classes
0
Stocks · Options · Futures · Crypto
Broker integrations
0+
Alpaca · Tradovate
Market-data providers
0
Polygon · Databento · Alpaca · Finnhub · Alpha Vantage · Coinbase · Binance
Module runtime p50
<0ms
Per-tick evaluation on Railway
Platform

One control plane from idea to live capital.

ENTON unifies research, simulation, and execution behind one API and one cloud deployment target.

01

Build modules

Compose trading modules in TypeScript or natural language. The ENTON SDK exposes market data, order routing, risk, and portfolio state as first-class primitives.

  • LLM strategy authoring
  • HFT-grade runtime
  • Typed risk primitives
02

Backtest with LLMs

Replay tick-level history across asset classes. Language models iterate on parameters, read performance reports, and propose the next experiment.

  • Tick-level replays
  • Walk-forward validation
  • Parity-tested feeds
03

Deploy to the cloud

Promote a module to a managed runtime with a single call. ENTON handles orchestration, broker sessions, observability, and guardrails.

  • Per-account isolation
  • Alpaca · Tradovate ready
  • Audited execution logs
Module composer

Write a module in plain English. Ship it to production.

Describe the edge, the universe, and the risk envelope. ENTON generates a typed module, wires it to live market data, and validates it against historical ticks before a single order is routed.

  • Natural-language strategy authoring via Claude, Gemini, or your own model.
  • Parity-tested data feeds — Databento, Polygon, Tradovate, Coinbase.
  • Per-account deployments with broker-native order routing.
  • Audit trail, kill switch, and position caps built into the runtime.
enton · examples / adaptive_es.ts
sample
// docs.enton.ai/examples/adaptive-es
import { defineModule } from "@enton/sdk";

export default defineModule({
  id:       "example_adaptive_es_v1",
  universe: ["ES"],                 // CME E-mini S&P 500 futures
  broker:   "tradovate",
  account:  "paper:example",

  risk: {
    maxPositionUsd: 30_000,
    dailyLoss:      750,
    flattenAt:      "15:45 ET",
  },

  strategy: ({ bars, llm, risk }) => llm.plan`
    adaptive trend-follower on ES.
    retune length + atr multiplier on rolling volatility,
    size by conviction, trail the winner with atr(length).
  `,
});

// $ enton deploy example_adaptive_es_v1 --env paper
// illustrative sample · see docs for the full walkthrough
tail -f runtime.logstreaming
Architecture

One runtime between the tape and the book.

Market data is normalized on ingest; orders are routed broker-native on the way out. Nothing between you and the venue.

MARKET DATARESEARCHMODULE CREATIONDEPLOYMENTpolygonfinnhubdatabentoalpacallm agents · mcpvector db · vectorized backteststypescript sdk · risk envelopepaper · live · versionedrailwaywebsocket · apiper-accountaudited
Coverage

Four asset classes. One runtime.

Stocks

NYSE · NASDAQ

US cash stocks through Alpaca. Smart order routing, fractional support, and extended hours.

Options

OPRA feed

Multi-leg spreads and single-legs with Greeks, IV surfaces, and event-aware expiry handling.

Futures

CME Group

CME micros and majors via Tradovate. Session-aware, margin-aware, and HFT-capable.

Crypto

Coinbase · Binance

Spot and perp coverage with 24/7 execution and funding-rate-aware strategy primitives.

Brokerages

Broker-native.
Not broker-locked.

OAuth into your own brokerage account and deploy modules directly. ENTON never custodies capital — your broker does.

Alpaca

Live
US stocks · options

Commission-free US equities and options. OAuth-managed sessions, paper and live.

Tradovate

Live
CME futures

CME futures execution with native FIX. Fast fills, Lightning-compliant runtime.

Interactive Brokers, Coinbase, and Schwab on the roadmap.

The operating system for autonomous capital.

Built with working quant researchers and prop traders.