Unified Data
Every source — documents, databases, live feeds — resolved into a single connected graph. Entities, relationships, and events are explicit, not inferred at query time.
// Foundation · Ontology Layer
Semata
One typed model of your world. Semata resolves every source into a governed graph that your AI, your analysts, and your agents all reason on together.
The Architecture
One model. Every source.
Our Ontology layer Semata ingests across every silo — documents, databases, feeds, sensor streams — and resolves them into a single connected graph of entities and relationships. Your AI then queries this model, not raw text.
Governed AI
AI that reasons on your data model, not raw text. Every inference is traceable. Every output links back to a source. Hallucination isn't patched — it's architecturally prevented.
Live Reasoning
The fabric updates as new data arrives. Agents, analysts, and automated workflows all query the same live model. Connections surface automatically — you don't have to ask.
The Stack
LAYER 1
LAYER 2
LAYER 3
LAYER 4
Four layers. Fully governed.
NordHird products and platforms are built on the same four-layer stack. From raw data ingestion to auditable AI decisions — each layer has a defined boundary, a defined role, and a defined owner.
Semata
The data layer. Ingests every source, resolves entities and relationships, and exposes a live queryable graph. The ground truth everything else depends on.
Reasoning Engine
The inference layer. AI models fine-tuned to your domain run entirely on-premise. No external API calls. Inference stays inside your perimeter.
Trust & Governance
The policy layer. Every action, query, and output passes through configurable access controls and an immutable audit trail. Compliance is structural, not retrofitted.
Sovereign Data Plane
The infrastructure layer. On-premise, air-gapped, or domestic cloud. No dependency on foreign hyperscalers. Data stays where it was generated — by architecture, not by contract.
Capabilities
What it does in production.
Combine feeds, records, geospatial context, and analyst annotations into a unified operational picture.
- Multi-source data ingestion
- Real-time entity resolution
- Geospatial-temporal mapping
- Analyst workspace integration
Semantic search and document intelligence. Ask questions in plain language. Trace every answer to its source.
- Natural language querying
- Source-attributed answers
- Vector knowledge base construction
- Continuous content synchronization
Structured pipelines from data ingestion to model inference to reporting. AI that reaches production and stays there.
- End-to-end pipeline orchestration
- Local model hosting
- Automated report generation
- Zero third-party AI dependencies
Deploy the fabric in your environment
On-premise, air-gapped, or domestic cloud. We'll scope the deployment and integration to your requirements.