A Decision Support AI System Powered by the Intelligence Matching Algorithm
Most AI matching tools are built for demos. ENKOIMA™ is built for deployment - in environments where precision, explainability, and contextual accuracy aren't optional.
The ENKOIMA™ Platform is Miraivant Advisory's flagship proprietary technology suite, powered by the ENKOIMA™ Engine - a purpose-built Intelligence Matching Algorithm developed and owned exclusively by Miraivant Advisory LLC.
This is not a repackaged open-source model. This is purpose-built matching intelligence.
General-purpose AI understands language. ENKOIMA™ understands context - the difference between a keyword match and a meaningful one.
Where standard LLMs return results based on surface-level similarity, the ENKOIMA™ Engine processes multi-dimensional contextual signals across people, skills, processes, and data to surface matches that are accurate, auditable, and actionable.
What the ENKOIMA™ Engine delivers in every deployment.
ENKOIMA™ doesn't match by keyword - it matches by meaning. The engine analyzes multi-dimensional contextual signals to connect entities with a depth that general-purpose AI simply cannot reach.
The ENKOIMA™ Engine is architected for flexibility - currently powering our Employment Services AI application, with a design foundation built to expand across industries including Finance, Insurance, Healthcare, and beyond.
In regulated industries, a black-box answer isn't good enough. ENKOIMA™ produces human-readable match rationale with every result - giving compliance teams and decision-makers the documentation they need to act with confidence.
ENKOIMA™ improves with every deployment. Supervised feedback loops allow the engine to refine match quality over time within each client environment - so the longer you use it, the smarter it gets.
ENKOIMA™ is designed with future-forward integration in mind - built to connect with the enterprise systems, platforms, and workflows that organizations across industries already rely on.
ENKOIMA™ currently powers Miraivant Advisory's Employment Services AI application, delivering precision matching between candidates, roles, and organizational needs at a level that standard AI tools cannot replicate. The engine's architecture is domain-agnostic by design, positioning ENKOIMA™ for rapid expansion into:
Finance
Risk profiling, client-product matching, and portfolio alignment
Insurance
Underwriting intelligence, claims routing, and coverage matching
Healthcare
Clinical workflow optimization and patient-provider alignment
Government
Process intelligence for federal and state contracting environments
Enterprise
Skills matching, workforce alignment, and operational efficiency
Proprietary · Precision-Built · Expandable
Developed and owned exclusively by Miraivant Advisory LLC. What begins in employment services is built to scale - across industries, use cases, and client environments - without compromising the contextual precision that makes ENKOIMA™ distinct.