Foundation models are powerful generalists, but enterprise operations require specialists. Domain Overlays add layers of specialized knowledge on top of base models — medical terminology for healthcare, regulatory frameworks for finance, engineering specifications for manufacturing. These overlays modify model behavior to reflect domain-specific understanding without replacing the general reasoning capabilities underneath.
Overlays add domain expertise without losing general capability. A model with a healthcare overlay can still reason generally — it just also understands medical contexts deeply.
Multiple overlays can be active simultaneously. A virtual employee handling healthcare billing activates both medical and financial overlays for comprehensive domain coverage.
Beyond industry overlays, organizations can create custom overlays that capture their specific terminology, processes, and institutional knowledge.
Every overlay is evaluated against domain-specific benchmarks before deployment. Overlay quality is measured, versioned, and monitored over time.
Domain Overlays works in concert with other layers in the intelligence stack — each connection amplifying the capability of both components.
Get domain-specific AI performance without the cost and complexity of training custom models. Domain overlays provide specialized expertise that activates on demand — turning general AI into a domain expert in seconds.
Discover how Domain Overlays fits into your enterprise intelligence strategy.
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