AI Assistants That Understand the Moment
Contextual awareness with enforceable boundaries. Say "run diagnostics" and it just works: the right data, the right tools, the right access.
Agents don't natively understand what matters
A technician says "run diagnostics" but the agent doesn't know your workflow, which equipment, which sensors, or what data is relevant. Without enforceable context, agents rely on semantic similarity. Similar is not always correct. Information gets written to wrong records. Operators get misleading answers.
Automations and workflows multiply across interfaces until finding the right one becomes hard, time-consuming, and error-prone. This leads to low effective usage even when one is available.
Agents don't know what's physically present. They struggle to distinguish this equipment from identical equipment elsewhere, this workstation from yesterday's configuration.
Without contextual boundaries, agents access everything the user can access, far more than what's relevant to this task, this location, this moment leading to errors and compliance violations.
Context makes it just work
The agent knows what's present, what matters, and what workflows are relevant right now. No disambiguation needed. Situation changes? Context updates. It just works.
Physical Reality
User Context
Agent Context
Context enables precise boundaries
Understand what's present: who's here, what equipment, what relationships matter. That context enables the agent to know what it can access, what tools to use, and adapts as reality changes while boundaries enforce it. Context defines capability.
Understands who's present, what equipment is relevant, what relationships apply right now.
Context-aware boundaries prevent wrong-data, wrong-tool access by design.
Reality changes? Context updates. Boundaries follow. Zero manual configuration.
HIPAA, GMP, SOX. Context boundaries guide minimum necessary access with full audit trail.
One assembly. Any interface. Consistent boundaries everywhere.
The Assembly provides the tooling and context layer independent of any specific interface. Boundaries are encoded as part of the tooling and context. As agent tooling becomes standard, any app can leverage the Assembly.
Nurses stations, assembly lines, control rooms. Consistent context and boundaries.
Existing scribe systems gain contextual awareness through agent integration.
Wearable interfaces with the same boundaries as any other touchpoint.
Healthcare
Agent knows which patient is present, what equipment matters, what care team relationships apply. Say 'record vitals' and it just works.
Manufacturing
Agent understands which equipment is at this station, what diagnostics are relevant, what procedures apply. Context adapts as equipment changes.