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Verinika
For Software Companies, AI Consultancies and System Integrators

Add Specialist AI Evaluation Without Building the Entire Practice In-House

Verinika supports the systems your team delivers with reproducible evaluations for RAG applications and tool-using AI agents. Work with us white-label, through co-delivery or as a specialist subcontractor.

Discuss a Partner Engagement

Where Partners Get Stuck

Common gaps when AI systems move from demo to client acceptance.

Client acceptance is subjective

A successful demo does not establish how a system performs across real documents, edge cases and changing model versions.

Failures are difficult to reproduce

Without versioned datasets, traces and graders, teams spend time debating symptoms instead of isolating causes.

Specialist evaluation expertise is fragmented

Frameworks provide tools, but they do not automatically produce representative datasets, calibrated criteria or a defensible methodology.

What Verinika Adds

A specialist evaluation layer that plugs into your delivery.

Evaluation design
Test set and rubric development
RAG and agent metrics
Calibration of automated scoring against human judgement
Adversarial test cases
Technical diagnosis
Reusable test architecture for future releases
Partner-ready reporting

Ways to Work Together

Your client relationship remains yours. Verinika adds specialist evaluation capacity.

White-label

Evaluation delivered under your brand, with Verinika operating as a specialist subcontractor behind the scenes.

Co-delivery

Verinika works visibly alongside your team and presents evaluation findings together with the implementation partner.

Specialist support

Targeted support for dataset design, calibration of automated scoring against human judgement, reusable test architecture for future releases or a specific high-risk workflow.

We do not use an engagement to bypass the implementation partner or take over the client relationship.

What We Need From You

  • Access to a suitable test or acceptance environment
  • System documentation and an architecture overview
  • Representative use cases
  • Permission for the agreed test activities
  • A technical point of contact
  • A domain expert for ground truth where needed
  • Clear agreements on data, logging and deletion

What This Is Not

  • Traditional penetration testing
  • Full source-code security audit
  • Legal compliance judgement
  • Certification
  • Autonomous changes to your production environment
  • A guarantee that every future issue will be found

Let's Scope a Partner Engagement

Tell us what your team is building and what must be demonstrated before the next client or release decision.

Discuss a Partner Engagement