Levain Labs
The AI backend that gets better with every run
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An AI backend platform for agents that serve customers, with outcome scoring and automatic version improvements from underperforming runs.
About Levain Labs
Levain Labs provides a backend platform for deploying AI agents across customer-facing jobs. Each customer gets a dedicated workspace, and every agent run is scored against measurable outcomes. Runs that fall short automatically draft improved versions for your approval, enabling continuous improvement without rebuilding infrastructure.
The platform handles operational details transparently: each run executes in its own microVM, usage is tracked per customer with spend caps, and you can integrate with any AI model provider. Levain works across multiple delivery channels—your application, Slack, Claude, ChatGPT, or event-driven workflows.
For teams preferring not to build alone, Levain offers engineering services to review your stack, identify high-impact jobs for automation, and build agents integrated into your existing tools.
- workflow automation
- ai agents
- backend
- multi-model
- agent improvement
- outcome scoring
Features worth knowing
- Agent delivery via app, Slack, Claude, ChatGPT or events
- Automatic agent versioning from underperforming runs
- Stack review and consulting services
- Organization API with webhooks and delivery history
- SSO and SAML on Enterprise plan
Pricing
Free: 500 credits/month, one workspace. Team: $49/month, 3,000 to 80,000 credits/month (fee scales with credits chosen). Enterprise: Custom pricing with volume-discounted usage, customer workspaces via API, pooled credits with spend limits per customer.
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Ahrefs Domain Rating scanned 6 Nov 2026, updated 6 Nov 2026. Majestic scanned 6 Nov 2026, updated 6 Nov 2026. Link stats via Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
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FAQ
- What is a credit?
- Credits are the unit metering agent work. A quick call on a fast model is a fraction of a credit, while a long reasoning run uses many. Monthly plans include a credit allowance and you can buy more at any time.
- Can I bring my own model API keys?
- Yes, on Team and Enterprise plans. Register an Anthropic, OpenAI or other provider key and agents route through it, with the provider billing you directly for tokens while credits cover the rest of running the agent.
- Can I set spend limits on customer workspaces?
- Yes. Set a monthly spend limit on a customer workspace and agents pause when usage reaches it. A customer's busy week stays within their own limit, not your margin.
- What happens to agents after an engagement with Levain's engineering team ends?
- The agents keep running in your organization. You can continue working with Levain to run the improvement loop or run it yourselves in-house.
- Which tools can Levain agents integrate with?
- Anything with an API. Stripe, Shopify, Slack, GitHub, Segment and major ad platforms connect out of the box, and Levain's engineers can work with other systems during a stack review.
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