AI-native by design. Data-first by architecture. Sovereign by default.
A layered architecture connecting data sources, ingestion, MoxDB, ML analytics, intelligence orchestration, Norra agents and execution tools.
Bolted-on AI hits a data and control wall
Most operations stacks were never built for autonomous agents, and it shows the moment you try to scale beyond a chatbot.
Fragmented, siloed data
Logs, metrics, topology and identity sit in disconnected stores agents cannot reason across.
AI bolted on, not built in
Retrofitted copilots lack the layered context needed for safe, autonomous action.
Sovereignty as an afterthought
Cloud-only architectures force data egress that regulated and air-gapped environments cannot accept.
Six architecture layers
Data Sources
Network, endpoint, cloud, apps, DB, identity, OT/IIoT.
Ingestion
Connectors, collectors, agents, streaming, normalize.
MoxDB
Time-series, logs, vectors, CMDB, topology graph (patented).
ML & Analytics
Anomaly detection, correlation, forecasting, NLP.
Intelligence
IT & security LLMs, RAG, DRL orchestrator, policy (patented).
Norra Agents
Helpdesk, admin, SOC analyst, threat hunter, IAM.
Protocol fabric — MCP & A2A
Why teams choose this architecture
A layered, patented foundation that lets agents act safely on your data, wherever it lives.
AI-native from layer one
Agents reason over live topology, not bolted-on prompts.
One data plane, MoxDB
Unifies time-series, logs, vectors and CMDB for full context.
Sovereign by default
On-prem or air-gapped deployment with zero data egress.
No rip-and-replace
MCP & A2A fabric governs your existing tools as-is.
AI-native by design. Data-first by architecture. Sovereign by default.
See the architecture that makes agentic operations safe.
Contact Us