OrionOps Intelligence Suite

OrionOps needed a command layer for operational teams managing high-volume service incidents across distributed assets. Avrixo designed a multi-tenant intelligence suite that unified ticket history, telemetry, customer context, and procedural documentation into one searchable reasoning interface.

The resulting SaaS product reduced manual triage effort, improved escalation accuracy, and gave leadership a measurable view of recurring failure patterns across regions, asset classes, and support queues.

Avrixo implemented a retrieval-augmented generation architecture with tenant-aware vector partitions, semantic chunking, document lineage metadata, and strict answer citation rules. Incoming tickets were embedded, matched against prior incidents, and enriched with asset-specific telemetry before being passed into the reasoning layer.

The engineering team added an event-driven ingestion path for new documents and sensor batches, allowing the knowledge base to update without interrupting active support sessions. A queue-backed inference layer handled burst traffic while preserving low-latency responses for critical incidents.

The UI was shaped like a research console: every recommendation surfaced evidence, confidence bands, related incidents, and suggested workflow actions so operators could act quickly without losing governance.