Simulation environments for training and benchmarking AI Agents

Simulation environments for training and benchmarking AI Agents

Where agents learn, fail, and improve
Where agents learn, fail, and improve

Light us up

Light us up

Light us up

Benchmark what exists. Train what is next.

Simulate in isolation, fully integrate, get better results.

Simulate in
Isolation

Generate scenarios that your agent encounters in production, run them in a sandbox, iterate and improve.

Fully
Integrate

Fit into your existing workflow and tooling. Works with any LLM and agentic framework.

Get Better
Results

Identify and fix your agent's flaws before customers notice. Every incorrect action has a real-world impact.

About Us

About Us

As the creators of Ragas, we're a group of builders and researchers obsessed with one thing: helping teams make AI systems that actually work in the real world.

Vibrant Labs builds simulated environments to expose your agent to possible scenarios so you can surface errors before they show up in production.

As the creators of Ragas, we're a group of builders and researchers obsessed with one thing: helping teams make AI systems that actually work in the real world.

Vibrant Labs builds simulated environments to expose your agent to possible scenarios so you can surface errors before they show up in production.

Light us up

Light us up

Light us up

Illuminate failures before they happen

Connect

hello@vibrantlabs.com

© 2025 Vibrant Labs. All rights reserved.