Dana agents
Domain-aware agents reason with explicit knowledge, tools, and boundaries instead of relying on model output alone.
The technology beneath DanaOS
Dana™—Domain-Aware Neurosymbolic Architecture—is Aitomatic's technology family. DanaOS is the governed industrial platform built on Dana.
One technology family
Dana combines domain knowledge, neural interpretation, symbolic constraints, and governed execution. Its components can support developers directly and compose into the DanaOS industrial platform.
Domain-aware agents reason with explicit knowledge, tools, and boundaries instead of relying on model output alone.
Creates agents, ontologies, models, evaluations, simulations, and reusable operational knowledge.
Runs qualified intelligence with explicit identity, authority, constraints, rollback, and verification.
Tracks provenance, outcomes, drift, acceptance thresholds, and the evidence required for safe change.
The industrial platform
DanaOS brings Factory, Runtime, and Assurance together across the intelligence lifecycle, from creation and qualification to local deployment, observation, and governed evolution.
On-premise, at the edge, and air-gapped where required.
Connects agents to typed domain knowledge, models, methods, policies, and existing systems.
Constrains every recommendation and action through identity, evidence, approval, and verification.
See how the Dana technology family comes together in the DanaOS platform.
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