ML that filters noise
and times your entries.
ML that filters noise and times your entries.
Trading dashboard with chart and signals
How we built it
Intelligence meets precision
A two-layer system that filters market noise and times entries with machine learning.
Two-layer signal system
Layer 1 filters intelligence for catalysts. Layer 2 applies ML technical analysis for precise entry timing.
Backtested before risking capital
Every signal is tested against historical data with an 87%+ win rate in validation. No real money until the numbers hold up.
Paper trading first
Test every strategy with paper money before going live. Simulated and live modes share the same interface.
Platform
Everything you need to trade smarter
Real-time intelligence to ML-powered entry signals. The full pipeline.
Real-time market monitoring
NASDAQ halts, insider alerts, SEC filings, press releases, and price movements, filtered and prioritised automatically.
ML entry signals
Analyses 100+ indicators to find entry points with the highest probability of profit.
Insider trade tracking
Detect and analyse insider purchases and sales. Filter by size, role, and historical patterns.
SEC filing analysis
Parse filings and press releases for material catalysts: earnings surprises, acquisitions, regulatory approvals.
Full data pipeline
1,700+ tickers via Alpaca. Historical and live prices, cleaned and ready for analysis.
Position risk management
Automatic stop-loss, risk-based position sizing, and real-time P&L tracking.
Alerting & notifications
Instant alerts when signals fire. Configurable for insider trades, price moves, halts, and ML triggers.
Ten independent services
Orchestration, trading, data, and intelligence each run as separate services. Scale or restart one without touching the rest.
The pipeline
From raw data to a trade signal
Every trade follows the same pipeline. No gut calls.
Data ingestion
Market data, SEC filings, insider trades, and press releases flow in continuously.
Intelligence filtering
Layer 1 analyses news and filings for material catalysts.
Technical analysis
Layer 2 runs 100+ indicators through ML to validate and time the entry.
Signal generation
Only trades passing both layers generate a signal with entry, stop-loss, and target.
Execution
Signals execute via paper or live trading. Risk and P&L tracked in real time.
Plutus is currently in development
We are actively building Plutus. Book a demo to learn more about our product roadmap and early access opportunities.
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