Define good behaviour
Use standard or custom criteria to express answer quality, correct decisions and expected outcomes.
Evaluate · Continuous improvementKnow where your AI
Know where your AI
needs to improve.
Evaluate answers, conversations and execution traces against the business and technical criteria that matter for your workflow.
Spend expert time where it changes the outcome.
Use business criteria to prioritise failures, accelerate accuracy gains and reduce manual sampling.
From production experience
to a useful next step.
Evaluate real interactions
Inspect questions, answers, retrieved context, conversations or OpenTelemetry traces.
Focus on the weak cases
Surface failures and trends so expert attention goes to the issues worth resolving.
What this means
in practice.
A fluent answer is not enough. A support interaction may lack evidence; an action-taking agent may call the wrong tool or fail to complete the task.
Illustrative example.
Part of the same
improvement loop.
Evaluate
Score answers and agent runs against what good looks like.
Diagnose
Guardian agents attribute knowledge and behavioural failures.
Teach
Give the right experts tasks with the evidence they need.
Retain
Save approved contributions in governed memory for runtime reuse.
Your next failure.
Your next improvement.
Bring a real agent or workflow. We’ll show you where Syllotips fits, what it can improve, and how to get started.