Product Development Lifecycle / Control

The Tower That Watches Over Every Stage.

The Control tower supports your agent development at every step as well as your production systems. It provides the visibility, governance, and administrative framework that enterprises require.

Tracing

Navigate execution paths, inspect tokens, review prompts, and understand exactly how your AI reached its output. Every node, tool call, HITL interrupt, memory recall, and state mutation captured. Each trace node opens directly in The Lab for investigation.

LLM Inference Monitoring

Real-time visibility into every model call: which model, what prompt, response latency, token consumption, cache hit rates.

State Transitions

Visualize how agents move through states, where they wait for human input, and where they branch. Essential for debugging complex multi-agent workflows.

Performance Dashboards

Response latency, throughput, error rates, and availability. Anomaly detection flags unexpected behavior. Drill down from high-level metrics to individual traces.

Cost Analytics

Per-agent, per-team, per-department cost tracking. Set budgets, alerts, and optimization rules. Rate limits prevent runaway inference spend.

Quality Analytics

Track output quality over time using automated scoring, user feedback, and LLM-as-a-Judge. Detect quality degradation before users report it. Correlate changes with prompt or model updates.

User Management

Role-based access control for every platform action. Define who can edit prompts, approve deployments, view traces. Organizational hierarchy with inherited permissions.

Policies

Programmatic execution policy engine. Fine-grained policies enforced as code — deterministic checks independent of the LLM. EU AI Act classification and GDPR data processing records. Policy is enforced in the runtime, not injected into the context window.

Agent & Model Registry

Central registry of all agents, models, Execution Units, tools, and configurations. Version-controlled with full lineage. Know exactly what is deployed where, who approved it, and when it last changed. The single source of truth for your agentic infrastructure.