Agentic experimentation links an agent's reading of behavioral data to problem candidates, proposed changes, and outcome tracking. A 2026 published example keeps approval and review inside that loop.
The demo lights up observation, hypothesis, proposal, human approval, and measurement in order. Customer-facing changes wait at the approval gate.
Set autonomy to match the tool and organization's verification ability. Even a plausible agent explanation needs human checks of event definitions, assignment, and guardrails.
When to use
Use it to automate repeated experiment work while keeping approval at customer-facing changes.