Automation Layer

Automation

Intelligent workflow infrastructure

Event-driven automation pipelines that reduce operational friction and increase throughput across the entire system surface.

Operational

AI Operational Flow

35ms

MCP connectors stream contextual artifacts into AURA.

74ms

AURA composes plans, constraints and dynamic tool strategy.

48ms

Task graph is partitioned across specialist agents.

29ms

Outcomes and links are persisted in graph memory.

51ms

Runtime metrics feed back into orchestration policy.

Architecture Notes

Event-first architecture: every automation is triggered by a real operational event.

AI decision nodes embedded in workflows for dynamic branching logic.

All automation runs are logged with full input/output visibility.

Retry policies and dead-letter queues ensure no event is silently dropped.

Integrations

n8nRedisPostgreSQLFastAPIClaude APIDockerWebhooksAURA Core