Question 1

What is Soren?

Accepted Answer

Soren is a continuous evaluation platform for evolving AI systems. Backed by Y Combinator (YC), Soren automatically tests, diagnoses, and experiments on your AI applications, helping teams iterate faster without manual trial-and-error. Soren generates test cases, runs them in the background, and surfaces failures instantly.

Question 2

How does Soren work?

Accepted Answer

Soren automatically triggers fresh evaluations whenever you change your model, prompt, or tool. It generates new test cases, runs them in the background, and instantly surfaces failures. When tests fail, Soren diagnoses issues, groups them by root cause, and runs experiments to find the best fix.

Question 3

What is continuous AI evaluation?

Accepted Answer

Continuous AI evaluation is the practice of automatically testing AI systems whenever changes occur. Unlike traditional testing, continuous evaluation runs in the background, generates dynamic test cases, and provides real-time feedback on AI performance and behavior. Soren specializes in continuous evaluation for production AI systems.

Question 4

Who should use Soren?

Accepted Answer

Soren is designed for AI engineers, ML teams, and organizations building production AI applications. It's particularly valuable for teams working with agentic AI systems, LLMs, and complex AI workflows that require continuous testing and monitoring.

Question 5

Is Soren backed by Y Combinator?

Accepted Answer

Yes, Soren is backed by Y Combinator (YC), the prestigious startup accelerator. The Soren team consists of engineers from MIT, Harvard, Y Combinator, and the Broad Institute.

Question 6

How do I get started with Soren?

Accepted Answer

You can get started with Soren by booking a demo through our website. Visit https://cal.com/kevin-soren-ai/30min-demo to schedule a 30-minute demo with our team and learn how Soren can help your AI development workflow.

Question 7

What makes Soren different from other AI testing tools?

Accepted Answer

Soren acts as an autonomous AI engineer that continuously monitors your systems. Unlike static testing tools, Soren automatically generates test cases, diagnoses failures by root cause, and runs experiments to surface fixes. You stay in control while Soren handles the trial-and-error.

Question 8

Does Soren integrate with existing AI infrastructure?

Accepted Answer

Yes, Soren is designed to integrate seamlessly with your existing AI infrastructure. It works alongside your current development workflow and monitoring tools to provide continuous evaluation without disrupting your setup.

Continuous evaluation for evolving AI

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