Jeffrey Ip built DeepEval before Confident AI's hosted platform; Finom reports faster iteration, but its case study does not measure AI quality.
By [RuntimeWire Staff](https://runtimewire.com/author/runtimewire-staff)
· Published
Primary source: [Y Combinator](https://www.ycombinator.com/companies/confident-ai)
Why it matters #
Confident AI is trying to turn open-source evaluation adoption into an enterprise workflow business. Finom says the platform let product managers run evaluations directly, reducing waits for engineering.
Confident AI targets the work triggered when an AI agent fails in production: finding the cause and preventing the next release from repeating it. Co-founder and CEO Jeffrey Ip (@jeffr_yyy) made that loop the product, connecting its open-source evaluation framework to a hosted system that can turn troublesome production traces into new tests.…
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