AI-Powered Algorithmic Trading Platform · Private Beta

Every Market. 18 Agents.
One clear decision.

PRISM is your own quant desk — a fully automated trading system powered by 18 specialist AI agents across 120+ instruments and 22 brokers. Bull argues FOR. Bear argues AGAINST. A swarm jury votes. A 13-check risk gate decides. No spreadsheets. No staring at charts. No emotion-driven button-mashing. It runs on its own, 24/7 — within your rules, your risk limits, your broker, your strategies. Pause, override, or kill it anytime.

What Is PRISM?

Your own quant desk.

Instead of a team of human analysts, traders, and risk managers, PRISM runs AI agents that each specialize in one area. One watches the news. One reads the charts. One tracks whale wallets. One monitors macro data.

They feed findings into a structured pipeline that debates whether to trade, sizes the position, checks every risk limit, and — only if everything aligns — executes.

You configure the rules. You pick your broker. You set your risk appetite. PRISM does the work.

👔 Head of Research Technical + Fundamental
📰 News Analyst News Agent + Sentiment
🌍 Macro Strategist Macro + Regime Agent
🐋 Flow Desk Whale + On-Chain
⚖️ Investment Committee Bull / Bear / Swarm Jury
🛡️ Chief Risk Officer Risk Manager (13 checks)
Execution Trader Execution Agent
The 8-Stage Pipeline

From tick to fill. Every decision, seen.

Every potential trade flows through 8 stages. Data agents pull. Analysts score. Strategies signal. Bull and Bear debate. A swarm jury votes. Risk gate vetoes. Or executes. Every step is logged.

PIPELINE FLOW ● LIVE CYCLE #1,847
BTC/USDT · EUR/USD · NVDA · SPY +2
1
Data
4 agents pull feeds simultaneously
2
Analysis
6 analysts score in parallel
3
Signal
Your strategies emit BUY/SELL/HOLD
4
Bull/Bear
Adversarial LLM debate
5
Swarm
3 models vote · 2-of-3 required
6
Risk Gate
13-check safety barrier
7
Execute
SL/TP placed at broker level
8
Reconcile
Verify fill · log everything
Anatomy of a Trade

A courtroom trial for every trade.

Bull argues FOR. Bear argues AGAINST. This adversarial debate forces consideration of both sides — catching blind spots a single AI model would miss.

1

Data Ingestion

Four data agents fire simultaneously. Market Data pulls prices and candles. News scans Finnhub, NewsAPI, CryptoPanic. Macro monitors FRED and Finnhub for CPI, NFP, GDP. On-Chain tracks Etherscan, DeFi Llama, and Dune Analytics.

📊Market Data 📰News 🌍Macro ⛓️On-Chain
2

Parallel Analysis

Six agents run in parallel. Fundamental reads earnings. Sentiment tracks Fear & Greed. Whale spots large wallet flows. Correlation measures cross-asset risk. Regime classifies the market. And then there's the one that does the heavy lifting:

THE TECHNICAL AGENT 2,031 LINES · $0 LLM COST

A 143-Function Technical Analysis Encyclopedia.

Pure math. No LLM. What would take a human hours happens in seconds — for free.

40
Indicators
RSI · MACD · Bollinger · Ichimoku · Parabolic SAR · Keltner · Donchian · Hull MA · +32
45+
Candlestick Patterns
Every single, double, triple, and multi-candle pattern in the book
15
Chart Patterns
Double tops · Head & shoulders · Cup & handle · Flags · Wedges · Triangles
13
Smart Money / ICT
Order blocks · Fair value gaps · Liquidity sweeps · Wyckoff phases · Breaker blocks
All scored across 6 timeframes with a multi-timeframe confluence scorer.
📈Fundamental 📐Technical 🐦Sentiment 🐋Whale 🔗Correlation 🌡️Regime
3

Strategy Signals

Your active strategies — Python or PineScript — run against the analysis data. They produce BUY, SELL, or HOLD signals with suggested entry, stop-loss, and take-profit levels.

📋Strategy Engine
4

Bull vs. Bear Debate

One LLM argues FOR the trade. Another argues AGAINST. A courtroom trial for every trade — forced consideration of both sides. The full debate transcript is saved for review.

🟢Bull 🔴Bear
5

Swarm Jury

Three different AI models vote independently. Two of three must agree. Using models from different providers ensures diverse perspectives — or run math-only mode and skip the LLM layer entirely.

🐝Swarm Jury
6

Risk Gate · 13 Checks

Position size. Daily loss. Drawdown. Correlation. Margin. Max positions. Broker health. Slippage. Daily trade count. Cooldown. Event risk. Regime budget. Profit target. Any single failure vetoes the trade.

ALL 13 MUST PASS
7

Execution

The order sends to your broker. Stop-loss and take-profit orders placed at the broker level — so they execute even if PRISM goes offline.

Execution
8

Reconciliation

Fill verified. Price checked. SL/TP placement confirmed. Everything written to the database — every vote, every reason, every fill. Exportable, auditable, yours.

Reconciliation
Multi-Agent Architecture

18 specialists. 5 layers of intelligence.

Each agent owns one narrow domain. None can force a trade alone. All votes are weighted by trust scores that update based on prediction accuracy — agents that are right more often gain more influence.

DATA LAYER 4 AGENTS
📊Market Data
Real-time OHLCV, orderbook, tick data.
TRUST90%
📰News
Scans Finnhub, NewsAPI, CryptoPanic.
TRUST78%
🌍Macro
CPI, NFP, GDP, rates, DXY, yields.
TRUST82%
⛓️On-Chain
DEX flows, wallet tracking, TVL.
TRUST75%
ANALYSIS LAYER 6 AGENTS
📈Fundamental
Earnings, P/E, DCF, balance sheets.
TRUST78%
📐Technical
143-function TA encyclopedia. $0 cost.
TRUST83%
🐦Sentiment
Social sentiment + Fear & Greed.
TRUST72%
🐋Whale/Flow
Large wallet moves, smart money.
TRUST81%
🔗Correlation
Cross-asset correlations + heat.
TRUST85%
🌡️Regime
Trend / range / high-vol detection.
TRUST79%
DECISION LAYER 4 AGENTS
📋Strategy Engine
Runs Python + PineScript strategies.
TRUST87%
🟢Bull
Argues FOR. Adversarial LLM.
TRUST80%
🔴Bear
Argues AGAINST. Finds blind spots.
TRUST80%
🐝Swarm Jury
3 models vote. 2-of-3 required.
TRUST91%
EXECUTION LAYER 3 AGENTS
🛡️Risk Manager
13-check safety barrier. Hard VETO.
TRUST95%
Execution
Routes orders. Tracks slippage.
TRUST93%
Reconciliation
Verifies fills. Audit trail.
TRUST88%
BACKGROUND LAYER 1 AGENT · 24/7
🔬Strategy Discovery
Finds + backtests new strategies 24/7.
TRUST70%
DATA LAYER 4 AGENTS
📊Market Data
Real-time OHLCV, orderbook, tick data.
TRUST90%
📰News
Scans Finnhub, NewsAPI, CryptoPanic.
TRUST78%
🌍Macro
CPI, NFP, GDP, rates, DXY, yields.
TRUST82%
⛓️On-Chain
DEX flows, wallet tracking, TVL.
TRUST75%
ANALYSIS LAYER 6 AGENTS
📈Fundamental
Earnings, P/E, DCF, balance sheets.
TRUST78%
📐Technical
143-function TA encyclopedia. $0 cost.
TRUST83%
🐦Sentiment
Social sentiment + Fear & Greed.
TRUST72%
🐋Whale/Flow
Large wallet moves, smart money.
TRUST81%
🔗Correlation
Cross-asset correlations + heat.
TRUST85%
🌡️Regime
Trend / range / high-vol detection.
TRUST79%
DECISION LAYER 4 AGENTS
📋Strategy Engine
Runs Python + PineScript strategies.
TRUST87%
🟢Bull
Argues FOR. Adversarial LLM.
TRUST80%
🔴Bear
Argues AGAINST. Finds blind spots.
TRUST80%
🐝Swarm Jury
3 models vote. 2-of-3 required.
TRUST91%
EXECUTION LAYER 3 AGENTS
🛡️Risk Manager
13-check safety barrier. Hard VETO.
TRUST95%
Execution
Routes orders. Tracks slippage.
TRUST93%
Reconciliation
Verifies fills. Audit trail.
TRUST88%
BACKGROUND LAYER 1 AGENT · 24/7
🔬Strategy Discovery
Finds + backtests new strategies 24/7.
TRUST70%
Strategy Discovery

Strategies that evolve.

PRISM doesn't just run strategies. It discovers them. Two autonomous research systems run in the background, finding new ideas and iterating on your existing ones.

STRATEGY DISCOVERY · AUTONOMOUS RESEARCH

Auto-discovery from academic literature.

Strategy Discovery scans financial sources, extracts trading logic, auto-generates Python code, and backtests the result. Each discovery surfaces with a name, source, backtest metrics, and confidence score.

Deploy to live strategies with one click, or reject it. You set the research interval. Each cycle costs ~$0.50–$2 in LLM credits.

SCAN sources EXTRACT logic CODE it BACKTEST DEPLOY
AUTORESEARCH · EVOLUTION LAB

The Karpathy method: edit, test, keep or revert.

Start with any strategy. AutoResearch iterates on it — tests a variation, keeps it if it improves out-of-sample Sharpe, reverts if not, then tries another. Repeat across generations.

Run the Manual Lab (your idea, PRISM iterates) or the Autonomous Lab (set a budget, let it cook). Full experiment log with OOS Sharpe tracking.

EDIT TEST KEEP or REVERT REPEAT
Quant Lab

The serious quant toolkit.

Eight sub-tabs of advanced analysis. Everything you'd build yourself if you had six months — integrated, tested, ready.

Monte Carlo

10,000-path simulation.

Probability of profit. Median equity. Probability of ruin. Percentile distribution. Shows where your strategy lives on the outcome distribution curve.

Stress Test

Replay historical crashes.

COVID-19, Crypto Winter 2022, Flash Crash 2010, Volmageddon, Black Monday. See what your strategy would have done through every modern market trauma.

Walk-Forward

Gold standard for overfitting.

Splits data into windows. Optimizes on one, tests on the next unseen window. OOS much worse than IS = overfit. The definitive anti-curve-fit test.

Factor Analysis

Decompose your returns.

Beta, momentum, value, size, volatility. See which factors your strategies lean on — and which are currently paying.

Strategy Correlation

How diversified are you really?

Measures how correlated your strategies are with each other. Low correlation = real diversification. Running 5 strategies that all buy the same dip = one strategy.

Slippage

Per-instrument slippage tracking.

Per broker. Per session. Per instrument. Know exactly how much edge you lose at each venue — then route accordingly.

Funding Rates

Perpetual futures funding.

Live funding rates across crypto perps. Spot extreme funding — build funding arbitrage strategies on top.

Liquidity

Depth & liquidity per instrument.

How deep is the book? What's the average trade size? Know where you can actually get size filled without moving the market.

The Cockpit

33 tabs. Every metric. Nothing hidden.

Every agent's vote. Every risk check. Every fill. Pause any agent, adjust any threshold, review any trade's full decision chain. Simple and Advanced modes — you pick the depth.

prism://localhost:5173 · ws://localhost:8000/ws · WebSocket LIVE SIM DEMO
Equity
$3,247
Return
+8.2%
Float P&L
$42
Today P&L
$205
Drawdown
2.1%
Positions
4 / 10
Cycles
1,847
API Cost
$2.14
Margin
38%
Streak
3 W
🟡 Binance
$1,584.20
+5.6% · Lev:5x
🏦 OANDA
$1,662.80
+10.9% · Lev:20x
Equity Curve $3,247
$3,000 startPeak: $3,289
INTRADAY P&L
Today: +$42.30
BENCHMARKS
PRISM+8.2%
BTC B&H+6.7%
S&P 500+2.8%
SESSION PERFORMANCE
Asian8t62%
London14t71%
NYC11t55%
Overlap6t83%
REGIME
TREND UP
Budget: 100%
CIRCUIT BREAKER
GREEN
YELLOW at 5% DD
DEAD-MAN SWITCH
ARMED
Timeout: 30s
London Breakout 3 pairs 15M 30M
31t 71% $127
Dashboard imagery is a demonstration of product capability. Numbers are illustrative, not actual performance.
PRISM always starts in SIM mode — you must explicitly confirm to switch to LIVE each session. Results will vary by strategy, market, and broker.
120+ Instruments

Every major asset class. One pipeline.

Trade forex, crypto, stocks, indices, metals, and oil — all from the same dashboard. Data auto-routes to the right provider for each asset class.

💱
Forex
12 pairs
EUR/USD · GBP/USD · USD/JPY · AUD/USD · USD/CAD · +7
Crypto
20 coins
BTC · ETH · SOL · XRP · BNB · ADA · DOGE · AVAX · DOT · +11
📈
US Stocks
70+ tickers
Mag 7 · Tech · Financials · Healthcare · Industrials
📊
Indices
Core ETFs
SPY · QQQ · IWM · DIA · plus international
🏭
Sector ETFs
11 sectors
XLK · XLF · XLV · XLE · XLP · XLY · +5
🪙
Metals
Precious & industrial
GLD · SLV · PPLT · PALL · and more
🛢️
Oil & Gas
Energy ETFs
USO · UNG · XLE · OIH · and more
🌐
International
Global indices
EFA · EEM · FXI · EWZ · and more
Bring Your Own Broker

Your keys. Your account. Your money.

22 SUPPORTED · + CUSTOM

PRISM connects via your API keys with your permissions. It can trade — but it cannot withdraw. Revoke access anytime from your broker.

⚙️
Don't see yours? Plug it in.
If the broker you trade with isn't one of the 22 below, PRISM ships with a Custom Broker integration — wire up any REST or WebSocket API and you're live.
🏦
OANDA
Forex · FCA/CFTC
🦙
Alpaca
Stocks · FINRA
🟡
Binance
Crypto
🔵
Coinbase
Crypto · US
🏛️
Interactive Brokers
Multi-asset · SEC
💎
Hyperliquid
Decentralized perps
🐙
Kraken
Crypto
🔶
Bybit
Perps · non-US
🏹
Robinhood
Crypto API
📱
Webull
Stocks/Crypto
💹
FOREX.com
Forex · CFTC/NFA
💱
FXCM
Forex/CFDs
OKX
Non-US
🪙
Gemini
Crypto · NYDFS
🏰
Bitstamp
Crypto · EU
🔺
BloFin
Offshore perps
🌿
Pepperstone
cTrader API
📊
Tradovate
US Futures · NFA
🔷
Uphold
Crypto/Metals
🟣
Crypto.com
Crypto
🟠
Binance US
Crypto · US
⚙️
Custom Broker
Your integration
🏦
OANDA
Forex · FCA/CFTC
🦙
Alpaca
Stocks · FINRA
🟡
Binance
Crypto
🔵
Coinbase
Crypto · US
🏛️
Interactive Brokers
Multi-asset · SEC
💎
Hyperliquid
Decentralized perps
🐙
Kraken
Crypto
🔶
Bybit
Perps · non-US
🏹
Robinhood
Crypto API
📱
Webull
Stocks/Crypto
💹
FOREX.com
Forex · CFTC/NFA
💱
FXCM
Forex/CFDs
OKX
Non-US
🪙
Gemini
Crypto · NYDFS
🏰
Bitstamp
Crypto · EU
🔺
BloFin
Offshore perps
🌿
Pepperstone
cTrader API
📊
Tradovate
US Futures · NFA
🔷
Uphold
Crypto/Metals
🟣
Crypto.com
Crypto
🟠
Binance US
Crypto · US
⚙️
Custom Broker
Your integration
Built-In Safety

You stay in control.

PRISM is a software tool, not a fund. It doesn't hold your money, doesn't manage it, doesn't make decisions for you. You configure. You monitor. You own the outcome.

🧪

Always starts in SIM mode.

PRISM always boots in simulation. Identical pipeline, identical analysis, identical risk checks — just no real orders. You must explicitly confirm to switch to LIVE each session.

🚨

Kill Switch & Dead-Man Switch.

One-click Kill Switch halts new trades and cancels pending orders. Dead-Man Switch auto-halts if the system stops heartbeating. Both visible in the header at all times.

🚦

3-stage circuit breakers.

YELLOW cuts position sizes 50%. ORANGE blocks new trades. RED halts everything. Thresholds are yours — default is 5 / 10 / 15% drawdown.

🔐

Your keys. Trade-only.

Bring your broker API keys — scope them trade-only (no withdrawal permission). PRISM never stores credentials anywhere other than your broker. You can revoke anytime.

📜

Full audit trail.

Every agent vote, every risk check, every fill is written to your database. Filter, export, or replay any decision. If PRISM did something, you can see exactly why.

💰

Math-Only Mode · $0 API cost.

Skip the LLM layer entirely. Run pure rules-based strategies with zero per-cycle API spend. Keep PRISM's speed and structure without the AI bill.

🧪

Always starts in SIM mode.

PRISM always boots in simulation. Identical pipeline, identical analysis, identical risk checks — just no real orders. You must explicitly confirm to switch to LIVE each session.

🚨

Kill Switch & Dead-Man Switch.

One-click Kill Switch halts new trades and cancels pending orders. Dead-Man Switch auto-halts if the system stops heartbeating. Both visible in the header at all times.

🚦

3-stage circuit breakers.

YELLOW cuts position sizes 50%. ORANGE blocks new trades. RED halts everything. Thresholds are yours — default is 5 / 10 / 15% drawdown.

🔐

Your keys. Trade-only.

Bring your broker API keys — scope them trade-only (no withdrawal permission). PRISM never stores credentials anywhere other than your broker. You can revoke anytime.

📜

Full audit trail.

Every agent vote, every risk check, every fill is written to your database. Filter, export, or replay any decision. If PRISM did something, you can see exactly why.

💰

Math-Only Mode · $0 API cost.

Skip the LLM layer entirely. Run pure rules-based strategies with zero per-cycle API spend. Keep PRISM's speed and structure without the AI bill.

The 13-Check Risk Gate

One agent. Thirteen ways to say no.

Before any order leaves, the Risk Manager runs 13 independent checks. Any single failure vetoes the trade — no exceptions, no override.

Risk Manager Checks

ALL 13 MUST PASS
01Position size within limits
02Daily loss cap not breached
03Drawdown below threshold
04Portfolio correlation safe
05Margin utilization OK
06Max open positions
07Broker health nominal
08Slippage within tolerance
09Daily trade count cap
10Stop-loss cooldown elapsed
11No high-impact event pending
12Regime budget has room
13Daily profit target not hit
Pricing

Institutional-grade tools.
Retail-friendly pricing.

14-day free trial on Pro. No credit card required. Cancel anytime. No hidden fees.

Pro
$49/mo
Everything you need to automate your trading.
  • 120+ instruments across stocks, crypto, forex, metals
  • Full 18-agent, 8-stage analysis pipeline
  • Math-Only + AI-Enhanced analysis modes
  • Strategy library with pre-built strategies
  • Backtester with historical data
  • Paper trading + live trading
  • Risk gate with broker-level stop-losses
  • Up to 2 broker connections
Start Free Trial

AI-Enhanced mode uses your own API key — OpenRouter or LiteLLM, your call. Typical usage runs about $5–$30/mo depending on how much you trade, billed directly by your provider (not us). Flip on Math-Only mode anytime to drop that cost to zero.

Every market.
18 agents.
One clear decision.

Private beta is limited. 14-day trial on either plan. Start on paper, go live when you're confident.

Request Beta Access →
14-DAY FREE TRIAL · NO CREDIT CARD · CANCEL ANYTIME
1. SOFTWARE ONLY — NO ADVISORY RELATIONSHIP PRISM is software. It is not a registered investment adviser, broker-dealer, commodity trading advisor, futures commission merchant, or financial planner under U.S. federal or state law, and is not registered with the SEC, FINRA, CFTC, NFA, or any equivalent regulator. Nothing PRISM provides — including AI agent outputs, strategy signals, backtest results, AutoResearch discoveries, Strategy Discovery outputs, or market commentary — constitutes investment advice, a recommendation to buy or sell any security or asset, a solicitation, or an offer. No fiduciary, advisory, or brokerage relationship is created between you and PRISM by your use of the software.

2. SUBSTANTIAL RISK OF LOSS Trading securities, cryptocurrencies, futures, options, foreign exchange, and other financial instruments involves substantial risk and is not suitable for every investor. You may lose some, all, or — in leveraged or margin accounts — more than your entire invested capital. Automated and algorithmic strategies can amplify losses as well as gains, and can execute losing trades faster than a human can intervene. Do not trade with funds you cannot afford to lose.

3. NO PERFORMANCE GUARANTEE PAST PERFORMANCE IS NOT INDICATIVE OF FUTURE RESULTS. Backtest results, paper trading, simulated performance, hypothetical returns, and demonstration metrics shown anywhere in PRISM (including dashboard previews, marketing materials, and this website) are hypothetical, do not reflect actual trading, and have inherent limitations — including but not limited to the absence of real execution, slippage, liquidity constraints, financing costs, tax consequences, and emotional decision-making. Simulated results are often designed with the benefit of hindsight. No representation is made that any account will or is likely to achieve profits or losses similar to those shown. NO PRISM STRATEGY, AGENT, CONFIGURATION, OR FEATURE IS GUARANTEED TO BE PROFITABLE.

4. ARTIFICIAL INTELLIGENCE LIMITATIONS PRISM uses large language models and other AI systems whose outputs can be incorrect, inconsistent, biased, incomplete, or fabricated. AI agent votes, Bull/Bear debates, Swarm Jury decisions, and AI-generated commentary are automated outputs — not expert analysis. AI outputs may reflect training data limitations, provider outages, prompt errors, or model hallucinations. Do not rely on any AI output as the sole basis for a financial decision.

5. YOUR RESPONSIBILITY You are solely responsible for: (a) evaluating whether PRISM is appropriate for your financial circumstances, risk tolerance, investment objectives, and experience level; (b) configuring PRISM's risk settings, strategies, and broker connections; (c) monitoring PRISM's operation and positions at all times, including during system outages; (d) verifying the accuracy of all orders, fills, and account data with your broker of record; (e) complying with all applicable laws, tax obligations, and regulatory requirements in your jurisdiction; and (f) all trading outcomes, including losses. PRISM provides tools. You provide judgment.

6. THIRD-PARTY BROKERS AND DATA PRISM connects to third-party brokers, exchanges, and data providers through their APIs using credentials you supply. Those providers are independent of PRISM and are governed by their own terms of service. PRISM is not responsible for broker outages, API failures, rejected orders, incorrect fills, price feed errors, withdrawals, custody of funds, or any other action or inaction of any third party. Your broker of record — not PRISM — is the authoritative source for your account balance, open positions, and executed trades.

7. JURISDICTION AND ELIGIBILITY PRISM is made available only where lawful. It is your responsibility to determine whether your use of PRISM, your chosen broker, and your chosen trading activity are permitted in your jurisdiction and consistent with applicable regulations. PRISM does not offer services to, and is not intended for use by, any person or entity in any jurisdiction where such offering, use, or distribution would be contrary to local law or regulation.

8. NO WARRANTY PRISM IS PROVIDED "AS IS" AND "AS AVAILABLE" WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, NON-INFRINGEMENT, OR UNINTERRUPTED OPERATION. TO THE MAXIMUM EXTENT PERMITTED BY LAW, PRISM AND ITS DEVELOPERS, OFFICERS, CONTRACTORS, AND AFFILIATES DISCLAIM ALL LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL, CONSEQUENTIAL, PUNITIVE, OR SPECIAL DAMAGES — INCLUDING TRADING LOSSES, LOST PROFITS, LOST DATA, OR BUSINESS INTERRUPTION — ARISING FROM OR RELATED TO YOUR USE OF PRISM, WHETHER BASED ON CONTRACT, TORT, OR ANY OTHER LEGAL THEORY.

9. BINDING TERMS This notice is a summary only. Your use of PRISM is governed by our full Terms of Service and Privacy Policy, which you must read and accept before using the software. In the event of any conflict between this notice and the Terms of Service, the Terms of Service govern.