Enterprises accelerate AI with Clockwork

See every layer of your AI infrastructure in real time - from job-level collectives down to network packets and GPU state. Nanosecond-accurate telemetry across nodes, NICs, and switches reveals where slowdowns start before they cascade into failed jobs.

Eliminate costly job restarts caused by network failures. Sub-microsecond stateful failover detects link flaps and NIC failures instantly, reroutes traffic to healthy paths, and preserves collective integrity - keeping your models training without checkpoint rollbacks.

Boost GPU utilization and cut time-to-train with intelligent traffic control. Dynamic flow steering detects contention in real time, paces queues to prevent stalls, and accelerates all-reduce operations - delivering measurable throughput gains over static load balancing.