Fifteen specialized agents run as one cooperating fleet. A coordinator agent takes every request, delegates each distinct agentic operation to the specialist agent that owns it, and returns a single consolidated answer — no orchestration for your team to build or maintain.
Each agent owns one job and does it well. Together they cover the full path from a live sensor signal to an explained answer and an action taken.
Plans each request, delegates it, and consolidates one answer.
Live signal windowing and real-time pattern detection.
Control limits, drift and statistical outlier scoring.
Historical trends, batch analysis and forecasting.
Vendor payloads into one canonical equipment model.
Adaptive retrieval that explains why a condition occurred.
Evidence-cited summaries; every claim traced to its source.
Conversational question answering across the data estate.
External source discovery and outbound reference lookups.
The single governed write path; redacts sensitive fields.
Grounded evidence into knowledge-graph facts and ontology terms.
Severity, service-level tiering and escalation routing.
Runs analysis code and approved procedures, sandboxed.
Sends a critical alert as a text message to on-call staff.
Places a voice call that speaks the alert aloud.
Five layers, top to bottom. A request enters at the top, the coordinator fans it out to the specialists it needs, and the answer returns up the same path.
Data Plane, equipment engineers, dashboards and automated triggers enter here; results return up the same path.
Interprets intent, selects and sequences the specialists it needs, runs independent work in parallel, and consolidates one answer.
3 agents · live and historical signal analysis
5 agents · normalize, retrieve, explain
2 agents · governed writes and knowledge graph
4 agents · notify, escalate, execute
Equipment ontology and knowledge graph · layered agent memory · vector search and retrieval index · governed storage · shared tool access · tracing, metrics and audit.
Built on the IBM Agent Stack® Platform — an enterprise agent runtime handling agent hosting, scaling and lifecycle. Production infrastructure, not a prototype.
See the 15-agent fleet work a real equipment incident end to end — detect, explain, record, and notify — in a 30-minute live demo with your data.