Pragmatic architecture that scales with you. Our control plane ingests and scores signals; our execution plane maintains stable broker connections with risk guardrails.

Control plane (cloud) — Signal ingestor, scoring, features API, MLflow UI
Execution plane (stable) — Order router, risk manager, position service, long-lived sockets
Data — Postgres (metadata), Redis (hot cache), Parquet on object storage (backtests)
Tooling — GitHub Actions CI/CD, OpenTelemetry → Grafana, Sentry
Security — EU-first residency, secrets management, signed webhooks, audit trail
Yes—LEAN CLI is compatible; we also ingest signals via REST/webhooks.Provide a detailed answer.
No. Start serverless or on one VPS; scale as needed.
Verifies, normalizes, persists incoming signals.
Weights, decay, regime vetoes → final_score with TTL.
Online features via Redis; offline features for training.
Experiments and model versions; ONNX/TorchScript.
Pre-trade caps, leverage limits, daily loss guards, kill switch.
Metrics, logs, traces with redaction & alerts.