Test & Refine Before Going Live

Preview, debug, and perfect every conversational experience before your agent goes live. Playground gives your team a real-time, channel-specific space to validate responses, flows, and integrations.

Before your agent speaks to a single customer, see exactly how it will behave.‍SigmaMind AI's Playground gives you a real-time testing space to simulate interactions, identify gaps, and refine responses - across every channel you support.

Why Use the SigmaMind Playground?

Channel-Specific Previews
Simulate conversations across voice, chat, and email exactly as your customers will experience them.
Early Error Detection
Spot misrouted intents, missing answers, or unnatural phrasing before deployment - no launch surprises.
Real-time debugging
Instant feedback on agent logic, integrations, and outcome tagging helps you refine conversation flows on the fly.
Persona & Tone Validation
Ensure every reply matches your brand’s voice, tone, and escalation protocols across channels.
Live Input Simulation
Test edge cases, handoffs, and varied customer responses - so your agent is ready for anything.
Pinpoint Issues Fast
See exactly where a flow breaks and resolve problems instantly, keeping your launch timeline on track.

Smarter Testing, Faster Launches

Before your agent speaks to a single customer, see exactly how it will behave.‍SigmaMind AI's Playground gives you a real-time testing space to simulate interactions, identify gaps, and refine responses - across every channel you support.

Advanced Testing Features in SigmaMind AI Playground

Automatic Transcription
Every voice interaction in Playground is transcribed in real time, making it easy to analyze customer conversations, validate speech-to-text accuracy, and spot content or intent issues across supported languages.
Test History
Access a complete record of every test run in a given session. Review past conversations, debug recurring issues, and compare different flows or agents - ensuring repeatable results and easier QA.
Node-Level Logs
Instantly track how each block or step in your agent workflow is executed during a test. Node-level logging shows the exact path taken, the variables captured, and every branch or action - empowering rapid troubleshooting.
System-Level Logs
Monitor broader platform operations and integration events triggered during your test. System-level logs reveal backend calls, app actions, and webhooks-assuring everything connects and works as expected.

Frequently Asked Questions (FAQs)

What is the Playground in SigmaMind AI, and what can I do with it?

The Playground is an interactive environment where developers can simulate and test conversations across voice, chat, and email before deploying their agents live. It lets you step into the shoes of an end user to see exactly how the AI agent responds across channels. It’s designed to catch bugs, fine-tune behavior, and validate flows under real-world conditions.

Can I test my agents in voice, chat, and email formats?

Yes. The Playground supports all major communication channels: you can switch between chat, voice, and email modes with a single click. This ensures your conversational design and tone are consistent across mediums and gives you full visibility into how your agent handles multimodal interactions.

Can I inspect which AI agent is triggered during a test?

Yes. During any test run, the Playground displays which AI agent or subflow is currently active, so you know exactly which logic is executing. If you’re chaining multiple agents or using fallback flows, this visibility helps ensure each one behaves as expected.

How are variables managed and displayed during testing?

All runtime variables—like user name, issue type, session time, intent labels, API payloads—are visible in a structured panel. You can track how values are updated as the conversation progresses. This is critical for verifying if branching, conditions, and API calls are working as intended.

Can I test new agents without affecting the live environment?

Absolutely. The Playground operates in a safe, isolated test environment. None of the changes or test runs here affect live users. You can safely try new logic, simulate edge cases, and experiment freely before publishing.

Is it possible to simulate real-time user sessions in voice and chat?

Yes. In voice mode, the Playground simulates TTS-based calls with live transcription. In chat mode, you can type user inputs as if you're a real customer. This makes it easy to test how the AI agent responds to varied user behavior in real time.

How do I know when my AI agent is ready to go live?

Once your test cases pass, variables behave as expected, and all branches are verified across voice/chat/email—your AI agent is ready. The Playground acts as the final checkpoint before deployment, ensuring quality, reliability, and omnichannel consistency.

Ready to build, launch, and scale your AI agent?