Evaluation Engineering for AI Systems Trusted with Real Work
A specialist evaluation layer for IT partners building RAG systems and tool-using agents
Verinika focuses on one question: how can an IT partner demonstrate that the AI system it delivers behaves as intended across real tasks, edge cases and future changes?
A Practical Foundation
Our work is grounded in hands-on experience with RAG architectures, AI agents, voice workflows, evaluation frameworks and self-hosted AI infrastructure. We combine software-based testing with explicit evaluation methodology, human calibration and reproducible evidence.
Why We Focus on IT Partners
IT partners understand the client, the architecture and the implementation. Verinika adds a specialist evaluation layer that helps translate expected behaviour into testable criteria and reusable test coverage for future changes — so your team can show, not just assert, that a delivered system works.
Where Our Work Ends
Verinika is not a certification body or a traditional penetration-testing provider. Where a project requires formal legal, compliance, domain or application-security expertise, those responsibilities remain with the relevant qualified specialists. Our adversarial evaluation is AI-specific and does not replace a full security audit or certification.
Company
Verinika is a specialist AI evaluation practice working directly with software companies, AI consultancies and system integrators. For partnership enquiries, technical scoping or references, the fastest route is the contact page — we follow up directly and, where useful, establish an appropriate secure channel to discuss system details.
