Agent Sandbox | Test Your AI Support Agent Before Customers Do

Launching an AI support agent without testing it is a risk.

One incorrect answer can frustrate a customer. One missed escalation can create a support issue. One hallucinated response can damage trust in your brand.

The problem is that most teams don't discover these issues until real customers encounter them.

Agent Sandbox gives you a safe environment to test, evaluate, and improve your AI support agent before it goes live.

Simulate customer conversations, inspect AI decisions, verify responses, and understand exactly how Rian behaves in different situations.

Because your customers should never be your testing environment.

Why AI support agents need testing

Every AI support system makes decisions.

It identifies customer intent, retrieves information, chooses relevant context, generates responses, and determines whether a conversation should be escalated.

Even when those systems are highly accurate, mistakes happen. A support agent might misunderstand a question, retrieve the wrong information, miss an escalation trigger, or respond confidently when it should ask for clarification.

Without proper testing, those issues often remain hidden until they affect real customers.

Agent Sandbox helps you identify problems before they become customer problems.

Test conversations before going live

Agent Sandbox allows you to interact with your AI agent exactly as a customer would.

Ask product questions. Simulate onboarding scenarios. Test pricing enquiries. Create edge cases. Challenge escalation rules. Push the system beyond common use cases.

Every test runs against your actual AI configuration, ensuring results accurately reflect how Rian will behave in production. What you see inside Sandbox is what your customers will experience after launch.

Simulate different customer personalities

Not every customer communicates the same way.

Some ask clear and direct questions. Others provide little context. Some become frustrated. Others ask multiple questions at once.

Agent Sandbox includes testing personas that allow you to evaluate how your AI handles different conversation styles. This helps you identify weaknesses, improve responses, and build confidence before deployment.

Understand every AI decision

Most AI platforms operate like a black box. You receive an answer but have no visibility into how the system arrived there.

Agent Sandbox changes that.

Every response includes a detailed breakdown of the decision-making process. You can see:

• Detected intent
• Confidence scores
• Retrieved knowledge sources
• Response generation steps
• Escalation decisions
• Processing timelines

This transparency makes it easier to understand AI behaviour, diagnose issues, and improve overall performance.

Inspect the knowledge behind every response

The quality of an AI response depends heavily on the information available to it.

Agent Sandbox allows you to inspect exactly what information Rian used when generating a response.

Review:

• Website content
• Help centre articles
• Knowledge base entries
• Conversation context
• Relevance scores

This helps you identify content gaps and understand why specific responses were generated. Instead of guessing why an answer appeared, you can see the evidence behind it.

Improve AI performance before customers notice problems

The best AI support systems are not built through trial and error with customers. They are refined through testing.

Agent Sandbox helps teams:

• Improve answer quality
• Identify weak knowledge areas
• Validate escalation rules
• Reduce incorrect responses
• Increase confidence before launch
• Improve customer experience

The more testing you perform, the more reliable your AI support becomes.

Built for teams that take customer experience seriously

Customer trust takes time to build and seconds to lose.

Testing gives your team confidence that your AI support agent is prepared for real-world conversations before customers ever see it.

Whether you're launching a new AI configuration, updating knowledge sources, or introducing new workflows, Agent Sandbox provides a controlled environment to validate changes before they affect live conversations.

Launch with confidence

Most teams deploy AI and hope for the best. The best teams test first.

Agent Sandbox helps you understand how your AI behaves, why it behaves that way, and where improvements should be made before customers are involved.

The result is better answers, smarter escalations, and a more reliable customer support experience from day one.

Frequently asked questions