AI Testing & LLM Evaluation

Measure and improve AI reliability through evaluation datasets, RAG testing, hallucination analysis, LLM-as-a-judge workflows, safety checks, regression testing, and production quality monitoring.

How we deliver this service

We evaluate generative AI applications, assistants, RAG systems, and AI-enabled product features against defined business and quality criteria. Engagements may include evaluation strategy, golden datasets, human review, LLM-as-a-judge, factuality and faithfulness checks, relevance, safety, consistency, retrieval quality, tool-use validation, and regression testing. Frameworks such as Ragas, DeepEval, and LangSmith can be used where appropriate. The outcome is a repeatable evaluation process that helps teams compare changes, detect regressions, and make better release decisions for nondeterministic systems.

Core objective: Repeatable evaluation benchmarks to measure and ensure AI accuracy, safety, and stability.

What you receive

  • Golden Benchmark Datasets
  • RAG Retrieval Quality & Faithfulness
  • Hallucination & Safety Auditing
  • LLM-as-a-Judge Automated Pipelines
  • Regression Testing Across Model Updates
100% Client Ownership of Code & IP
Direct engineer communication & weekly demos

Ready to discuss your project?

Tell us about your requirements and we will review them within 24 hours.

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Direct Architect Access

You work directly with lead engineers and architects who make technical decisions, not intermediaries.

Embedded Quality Engineering

Automated Playwright testing, CI/CD validation, and risk analysis are built into delivery from day one.

Modular & Maintainable

Clean architecture and well-documented APIs designed to scale with your business without tech debt.

Let’s build something scalable.

Have an idea, need architecture advice, or want to scale an existing system? Tell us about your goals and our engineering team will get back to you within 24 hours.

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Tell us what you are building. We reply within one business day, with questions, not a brochure.