Reliability and Evaluation Engineering for AI-Enabled Workflows
A specialist reliability and evaluation layer for IT partners delivering critical AI-enabled workflows
Verinika focuses on one question: how can an IT partner demonstrate that a critical AI-enabled workflow it delivers behaves as intended — across real tasks, edge cases, connected systems and future changes?
A Practical Foundation
Our work is grounded in hands-on experience with RAG architectures, AI agents, voice workflows, connected multi-step processes, evaluation frameworks and self-hosted AI infrastructure. We combine software-based testing with explicit evaluation methodology, human calibration and reproducible evidence.
Where We Are Today
Verinika is building a specialist reliability and evaluation practice around controlled lab work, reproducible evaluation methods and partner delivery. We are open about our stage: rather than claiming a large back-catalogue of benchmarks or long-running enterprise assurance programmes, we invest in repeatable methods, controlled lab experiments and evidence that partners can inspect and reuse.
Why We Focus on IT Partners
IT partners understand the client, the architecture and the implementation. Verinika adds a specialist reliability and evaluation layer that helps translate expected behaviour into testable criteria and reusable coverage for future changes — so your team can show, not just assert, that a delivered workflow works end to end.
Where Our Work Ends
Verinika is not a certification body, a penetration-testing provider or a security-audit firm. Where a project requires formal legal, compliance, domain or application-security expertise, those responsibilities remain with the relevant qualified specialists. Our focus is the reliability of the AI-enabled workflow itself — including boundary and failure behaviour — not security certification or compliance sign-off.
Company
Verinika is a specialist AI reliability and 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.