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APPROACH · Evaluation-Driven Development

Use evidence-driven evaluation where software behaviour is probabilistic or continuously changing.

Apply EDD as one testing approach within a broader quality strategy for AI systems, alongside functional testing, automation, security, accessibility and release assurance.

ENGAGEMENT CONTEXT

Senior quality engineering applied to a specific delivery need.

Teams introducing AI who need measurable evaluation without replacing established QA practices.

Discuss this engagement

WHAT I DO

LLM evaluation

RAG evaluation

Behavioural test design

Evaluation regression

YOU WALK AWAY WITH

A measurable evaluation layer that complements—not replaces—the wider test engineering strategy.

✓ Evaluation criteria

✓ Representative test datasets

✓ Automated evaluation runs

✓ Evidence for quality decisions

NEXT STEP

Bring the real system. We will start with the real risk.

Talk to Suresh