The operating layer for systematic models

QSentia brings research validation, model telemetry, paper and live monitoring, broker readiness, API access, and auditable controls into one platform.

Model telemetry

Normalize portfolio, decisions, positions, orders, and model health into one review surface.

Research validation

Compare reported outcomes, source history, drawdown, and benchmark behavior.

Paper/live monitoring

Keep operating mode, account status, positions, and execution evidence visible.

Broker readiness

Review entitlement, broker, scheduler, and risk gates before execution is enabled.

API access

Issue scoped credentials and expose documented model and dashboard endpoints.

Audit trails

Record commercial, credential, deployment, and operating changes for review.