Get your AI agents from v0 to v1 v2 v3 v4 v5 v6 v7 v8 .
Boost your outcomes with self-optimizing agents.
Stuck at the wow effect?
The demo lands well. Three months later it's still on your laptop, and you've lost count of how many iterations made it worse before they made it better.
The agent your team deployed six months ago is still running. Nobody's touched it since. Nobody's quite sure whether it's working.
You know what needs to change. You have no reliable way to tell if changing it actually helped.
Watch your agents improve every week.
Build and deploy your agents once, and use the Levain Labs platform to benchmark against your metrics. Enjoy the automated testing of dozens of variations in parallel, retaining the best version automatically.
Automated versioning
Every improvement is a tracked release. Compare v1 to v4 and see exactly what changed.
Continuous benchmarking
Resolution rate, accuracy, throughput — your agents are scored against the metrics you define.
Zero manual tuning
The platform tests variations, keeps the best performers, and repeats. Your team reviews changelogs, not prompts.
What goes into every new version.
Each release isn't a guess. It's the result of five layers running continuously against your live data.
Context Layer
Agent knowledge built from your systems, data, and business logic.
Secure Sandbox
Isolated execution — defined scope, scoped access, full audit trail.
A/B Testing Engine
Dozens of variations running in parallel, retaining the best performers.
Performance Measurement
Scored against the metric that matters for your specific workflow.
Swarm Orchestration
Multi-agent systems assembled automatically when the task calls for it.
The winning configuration becomes v2. The loop starts again.
Agents for the work that runs your business.
Operations
Agents that handle repeatable work with precision, so your team handles what requires judgment.
Sales
Revenue-driving agents built around your pipeline data, from prospecting through post-sale expansion.
Customer Support
Agents that resolve, route, and escalate — benchmarked against your satisfaction metrics.
Finance
Accuracy, control, and compliance across financial operations at scale.
Legal
Accelerated workflows with oversight, compliance, and human control intact.
HR
Agents that handle employee support and operational processes end to end.