AGENT OBSERVABILITY
Real-time fleet health, task throughput, and failure rates for every agent running on the orchestration bus — inside the perimeter, no external telemetry sink.
SPARTAK COMMAND · AGENT OPERATIONS
Know What Every Agent Is Doing.
Spartak Command is the observability layer on the sovereign engine — health checks, latency tracking, quality-drift detection, and rollback control for every agent in your perimeter. Representative deployments monitor full agent fleets with p99 latency visibility and automated drift alerts before bad outputs propagate.
Representative Spartak Command fleet monitor trace: 24 agents online, health checks passing, p99 latency 18ms, quality drift alert on agent-007, rollback to config v2.3 restored, perimeter secure.
[ CAPABILITIES ]
Operational proof built into the engine.
EVALUATION INFRASTRUCTURE
Quality scoring, regression detection, and benchmark suites wired to the output validator — catch drift before it reaches downstream systems.
INTERNAL AI ADMIN
Policy-aware agent lifecycle management — deploy, pause, rollback, and audit agent configurations with the same Govern gates as core inference.
SOVEREIGN MLOPS
The full model lifecycle inside your perimeter — fine-tune, version, serve, monitor, and retrain on your data, owned by you. Improve your models without depending on any external provider: in-perimeter independence, not commodity MLOps tooling.
[ TALK TO AN EXPERT ]
Start the conversation — a live engine walkthrough against your environment.
[ TALK TO AN EXPERT ]
Start with a conversation.
Talk directly with a Spartak engineer — no procurement gauntlet to begin. We map your perimeter, walk the live engine against your environment, and shape a sovereign deployment path together.