We don't just assess security—we build tools that advance the field. Our research informs our consulting practice and contributes to the broader security community.
Most security consultants assess AI risk from whitepapers and vendor documentation. We've built detection infrastructure from the ground up—tools that identify information manipulation, coordinated campaigns, and epistemic attacks at scale.
This isn't theoretical expertise. When we assess your AI systems, we bring the perspective of engineers who have grappled with these problems at the architectural level.
Epistemic defense infrastructure for the AI age
Epistemic Defense Infrastructure
Open-source toolkit for detecting information suppression, coordination patterns, and manufactured consensus in knowledge networks. Designed for researchers, analysts, and organizations that need to understand the topology of information—not just its content.
Epistemic Context for Enterprise AI
Enterprise integration layer that brings epistemic analysis to production AI systems. MCP endpoints enable Claude, custom assistants, and RAG systems to query information topology alongside content retrieval.
Mapping the structural relationships between claims, sources, and citations to understand not just what information exists, but how it flows and where it's systematically blocked.
Algorithmic identification of credential-claim inversions, citation voids, and temporal exclusion patterns that indicate systematic marginalization of sources.
Distinguishing organic consensus from manufactured agreement through temporal clustering, linguistic fingerprinting, and citation network topology analysis.
Understanding how AI systems inherit and amplify epistemic blind spots from training data and retrieval corpora. Building defenses against data poisoning and manipulation.
Our tool development directly strengthens our consulting practice:
We understand AI manipulation at the architectural level because we've built defenses against it. Our assessments go beyond checklists to address real threat models.
Learn about AI Assessments →Reference architectures from Aegis Insight inform our security design recommendations. We recommend patterns we've validated through implementation.
View all Services →For organizations deploying AI at scale, we can integrate Aegis Insight capabilities directly into your infrastructure through MCP or REST APIs.
Discuss Integration →Whether you want to explore Eleutherios, discuss enterprise integration, or learn how our research can inform your security strategy—let's talk.
Get in Touch