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Ambral

Inference endpoint that learns from production AI traffic to cut model costs for AI-native companies

United Stateslabs.ambral.comWebsite technologies

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Highlights

  • New on EvolcAdded 2026-11-14

About Ambral

Ambral Labs offers an inference endpoint that sits between a client and the model provider. Requests pass through to the model already in use, while traces, tool calls and outcomes are captured and turned into evals used to optimize prompts, route work to cheaper models and train specialized models.

Its customers are described as AI-native companies running production AI workloads.

Open engineering roles are listed in New York and San Francisco, including Member of Technical Staff positions in evals and post-training, a Head of Research role and a new-grad Member of Technical Staff role.

Product: A single inference API endpoint that captures traces, builds evals from production traffic, and optimizes model routing and prompts.

Jobs at Ambral

No open positions listed right now.

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Website technologies

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Website detection does not establish a paid subscription or company-wide use. Tools loaded after consent or sign-in may be missed. “No longer observed” does not prove the company stopped using a tool.