Technology
Our dual-system architecture separates opportunity identification from risk control.

Dual-AI Architecture
Two independent systems operate in tandem: a Signal Engine that identifies opportunities, and an Autonomous Risk Engine that calibrates exposure in real time. Independence increases discipline, transparency, and downside protection. This dual approach is designed for institutional resilience: consistent performance, strict drawdown controls, and full transparency.
AI Signal Engine

- Adaptive ML that targets robust, repeatable market structure.
- Macro-aware design; avoids noise around immediate data releases.
- Full decision logs for explainability and post-trade review.
Autonomous Risk Engine

- Independent oversight that governs sizing and exposure caps.
- Real-time de-risking under stress; hard drawdown guardrails.
- Continuously monitors regime shifts and volatility states.
Connectivity & Infrastructure
Enterprise-grade connectivity bridges FIX API, MetaTrader, and cTrader with audit trails and idempotency. Health checks, alerting, and automated failovers ensure reliability, while structured logs and compliance-ready data retention provide full observability. Configuration as code and deterministic releases maintain environment parity from research through live validation to production deployment.
Integration
- FIX API, MetaTrader, cTrader bridges.
- Order routing with audit trails and idempotency.
- Environment parity: research → live validation → production.
Reliability
- Health checks, alerting, and automated failovers.
- Configuration as code; deterministic releases.
- Latency-aware execution with safeguards.
Observability
- Structured logs for decisions, fills, and risk states.
- Metrics & dashboards for regime and P&L drivers.
- Compliance-ready data retention and exports.
Meet Our Team
Learn about the people behind Machia Artis and our approach to disciplined innovation.
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