REST API
Provides standardized endpoints for triggering workflows, retrieving results, uploading datasets, registering agents, and managing system configurations.
Supports authentication, access policies, versioning, and audit logging.

Event Triggers
Allows external systems to activate workflows based on operational signals such as:
• cost anomalies
• incident alerts
• ticket creation
• model drifts
• transactional thresholds
• IoT sensor events

These triggers enable ChordianAI to operate in real-time within operational ecosystems.

Streaming Inputs
Supports ingestion of continuous data streams (IoT, billing events, operational logs) for workflows such as:
• continuous forecasting
• anomaly detection
• routing optimization
• predictive maintenance

Real-Time Dashboards
Provides live status views of:
• workflow executions
• model performance
• compute routing decisions
• anomalous events
• cost and usage telemetry

APIs and webhooks make ChordianAI interoperable with enterprise automation platforms, monitoring tools, and decision systems, enabling end-to-end orchestration across the organization.