We publish operating lessons from running an autonomous trading system with proprietary capital: reliability, monitoring, incident response, change control, and governance. We do not publish signals, tips, or anything designed to help you trade.
"We design, build and operate a fully autonomous
AI trading system that runs end-to-end without
human intervention, and document what it takes
to keep such systems live".
Operating experience from a
live autonomous system
- Backtesting initiated: 12/2023 | Live trading since: 9/2025
- Signals: AI-derived sentiment
- Capital: Proprietary
- Execution: Real-time, fully automated
- System: SILK | Human intervention: None
Broker-generated verification of live operation
To validate that the system trades real capital, we publish a sample Interactive Brokers' PortfolioAnalyst report (GIPS® verified returns). Broker-generated. Time-bounded. Non-marketing.
view report (pdf)
A live system, not an investment product
- 1. A live AI trading system: 'SILK'
- 2. Operating with real capital
- 3. A long-term research effort
- 4. A disciplined approach to system design, risk, and governance
- 1. Not an investment product
- 2. Not a signal or copy trading service
- 3. Not retail investment advice
We do not publish tradeable information.
request accessA controlled look inside autonomous trading
Production trading systems fail most often at the seams: small changes, rushed deploys, and untracked config tweaks. This is the change-control workflow we use to reduce operational risk.
We publish a sample broker-generated IBKR report to validate real-capital operation under fully automated execution. Access is reviewed and intended for professionals and institutions.
Access
Access is subscription-based and intended for professionals and institutions. It is not designed
for retail traders.
We reserve the right to decline requests and refund payments.