VIStology: Versatile, Semantics-Based Software Solutions
Dynamic Solutions for Changing Business Needs Powered by Semantic Technologies and Artificial Intelligence
Versatile Software
Dynamic solutions designed to adapt to changing business needs and evolving requirements
Ontology-Based Systems
Flexible, adaptable systems that support new requirements without extensive re-engineering
Technical Expertise
Staff specializing in formal semantics, information fusion, artificial intelligence, and cognitive systems
Policy-Guided Autonomy of Federated Agentic Services
As AI transitions from isolated models to federated agentic workflows, deterministic control is non-negotiable. We apply decades of semantic engineering to bound autonomous agents with unbreakable, ontology-driven policies, delivering policy-guided autonomy for federated agentic services that operate safely within mission parameters.
Talk to an ExpertSolutions for Mission-Critical Systems

Cross-System Data Integration
Unified queries across heterogeneous data sources via semantic metadata, connecting siloed systems into a single knowledge layer.
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Policy-Driven Control
Ontology-backed policy engines for spectrum sharing, message prioritization, and RF communications management.
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Relevance Reasoning
Identifying exactly what information is needed to answer a specific query, cutting noise from decision-critical workflows.
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Future-Proof Design
An ontology-based abstraction layer that absorbs changes to algorithms, protocols, and configurations without re-engineering.
Learn moreFeatured Product: SCA-Pass
An extensible, user-friendly testing environment providing automated, reproducible conformance tests for waveform applications against the Software Communications Architecture (SCA) v4.1 architectural standard.
- Automated, reproducible compliance testing
- Extensible test harness for custom waveform validation
- Aligned to SCA v4.1 architectural standard
Recommended by JTEL for SCA 4.1 compliance testing.

Core Capabilities
Ontology Development
Custom ontologies tailored to specific domains, enabling precise knowledge representation, precise queries, validation, and integration that survive changing requirements
Semantic Technology Integration
Integrating semantic solutions into customer products and operational systems, turning your software into a knowledge-aware system.
Neurosymbolic AI
Combining neural networks with symbolic reasoning for explainable, robust intelligence, delivering systems that must be right
Research & Development
Solving hard integration problems in military C2, cognitive wireless communications, and standard conformance verification
AI that must be right
Modern AI is powerful but unreliable. When decisions must be deterministic, auditable, and compliant, probabilistic outputs aren't enough. VIStology builds the semantic backbone that grounds AI in formal meaning so your systems can be fast and correct.
We create ontology-based layers that sit between your data, your users, and your AI, enabling the policy-guided autonomy of federated agentic services. This delivers traceable reasoning, cross-system integration, and designs that absorb change instead of breaking from it.
Why VIStology?
Three decades of deep expertise in semantic technologies, proven on government and commercial contracts.
Deep Domain Expertise
Our leadership team brings 30+ years of academic research at Northeastern University , with 200+ publications in information fusion, ontology engineering, and formal reasoning.
Government-Proven
Our CTO has served as PI on DoD contracts for 10+ years. SCA-Pass passed the Government Acceptance Test (GAT) and is recommended by JTEL for SCA 4.1 compliance testing.
Standards Leadership
Active participation in a variety of standardization efforts, including SOSA®, JTNC SCA 4.1, iNET and IEEE 1900.5. Senior members of IEEE and ACM, driving industry-wide semantic technology adoption.
From the Tactical Edge to the Strategic Core.
Trusted By Leading Organizations
We collaborate with government agencies and defense contractors on critical projects