Everything to
scale intelligence.
Deep technical infrastructure to build, observe, and secure industrial AI agents at planetary scale.
MindGraph
Agent Orchestration Layer
"Industrial-grade cognitive engines designed for multi-turn, stateful agent workflows with persistent memory."
Stateful DAGs
Build complex directed acyclic graphs for multi-agent collaboration with built-in state management.
Human-in-the-Loop
Inject human approval nodes into any automated workflow to ensure high-entropy safety compliance.
Persistent Memory
Neural agents remember past interactions and outcomes across distinct cluster sessions.
Node Versioning
Roll back specific agent versions or prompt architectures with full cryptographic integrity.
MindTrace
Observability & Debugging
"Production-ready telemetry to monitor, debug, and optimize every token in your cognitive pipeline."
Token Real-time
Watch real-time token streaming with precision latency metadata and cost attribution.
Regression Suite
Run thousands of evaluations against your agent nodes to prevent logic drift in production.
Collision Avoidance
Detect when multiple agents or human operators are modifying the same state node simultaneously.
Export Metrics
Seamlessly push telemetry to Prometheus, Datadog, or your internal enterprise SIEM.