Evaluate and Validate

Every interaction can be fully inspected.

You can trace exactly how a response was produced, including:

• The original query input

• The context retrieved from knowledge sources

• The reasoning process

• The final output generated

• The path taken through the agent network

This allows you to see precisely how requests move through Fusion, Sequence, or Orchestration Agents, making debugging and auditing straightforward.

Every organisation has different definitions of success.

The platform allows you to define custom evaluation metrics tailored to your specific use cases, enabling you to measure agent performance in ways that reflect real operational requirements.

Examples include:

• Response accuracy

• Policy compliance

• Relevance of retrieved knowledge

• Task completion quality

Validate agents at scale before deploying them.

The Test Bench allows you to run agents against golden datasets and large collections of test cases, enabling repeatable evaluation and performance benchmarking.

This ensures that changes to prompts, knowledge sources, or agent networks can be tested safely and systematically before reaching production.