Stigg launched a real-time usage control layer that enforces AI spending limits across millions of counters simultaneously with single-digit millisecond latency. The governance system lets enterprises set and monitor budget caps by user, team, department, or agent, with self-service dashboards to prevent runaway costs and attribute spend.