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.

Every fill, reject, and risk decision is journaled, replayed, and graded — then fed to Davinci, ENTON's verifier-driven research model program. The model proposes. The evidence decides.

Free to start · 7-day Partner trial · plans from $29/mo →

Try it live · no account required

enton · guest session
ready

// the same agent that powers Code — live market data, streamed as it thinks

// type below, or try one of these

4 asset classes2+ broker integrations7 market-data providers

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.

  • Parity-tested data feeds — Polygon, Tradovate, Coinbase.
  • Audit trail, kill switch, and position caps built into the runtime.
  • Natural-language strategy authoring, powered by Gemini.
  • Per-account deployments with broker-native order routing.
adaptive_es.ts
sample
// sample module · the /code agent writes these for you

export default defineModule({
  id:       "example_adaptive_es_v1",
  universe: ["ES"],
  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).
  `,
});

// deploy: ask /code to backtest it, then deploy to paper
// illustrative sample · enton.ai/docs/code
tail -f runtime.logsample
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.

How modules are written and deployed
  1. Market data
    • polygon
    • finnhub
    • databento
    • alpaca
  2. Research
    • davinci · entonbench verifiers
    • llm agents · mcp
    • vector db · vectorized backtests
  3. Module creation
    • typescript sdk · risk envelope
    • paper · live · versioned
  4. Deployment
    • google cloud
    • websocket · api
    • per-account
    • audited
Davinci · Research model program

The platform executes. Davinci learns.

Live trading is the ground truth. Davinci turns every journaled decision into verifier-graded benchmark tasks — training a model to make stricter research calls, and to stop on weak ideas.

EDGE-01

Proprietary evidence

Every fill, reject, journal row, and account-state decision the platform executes becomes training data that exists nowhere else.

EDGE-02

Reward only from verification

Davinci is graded by deterministic verifiers — replay parity, honest out-of-sample, attributed live P&L. Never by its own opinion.

EDGE-03

A loop that compounds

Each session grows the benchmark. Each benchmark tightens the strategies. Tighter strategies produce cleaner evidence — and the cycle repeats.

Verification ladder
contractfeaturefactoryreplayshadowlive

Cheap checks first, expensive truth last. Nothing earns reward before attributed live P&L — and failed branches are published, not buried.

Read the research methodology
Coverage

Every market. One runtime.

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

Stocks

NYSE · NASDAQ

US equities via Alpaca — smart routing, fractionals, extended hours.

route → alpaca · smart order router · fractional + extended hours

Options

OPRA feed

Multi-leg spreads with Greeks, IV surfaces, and expiry handling.

route → alpaca · multi-leg spreads · OPRA-priced greeks

Futures

CME Group

CME micros and majors via Tradovate — session- and margin-aware.

route → tradovate · CME micros & majors · margin-aware sizing

Crypto

Spot · CME futures

24/7 spot via Alpaca, CME crypto futures via Tradovate — one runtime.

route → alpaca spot · tradovate crypto futures

ALPACALive
TRADOVATELive
INTERACTIVE BROKERS · COINBASE · SCHWAB — roadmap

The model proposes. The evidence decides.

The operating system for autonomous capital — research, execution, and verification in one loop.