We saved ~half a million dollars last week with Jev. And our products got much b

By Matthew Wilson · October 1, 2026 · Curated by George's Blog

We saved ~half a million dollars last week with Jev.

And our products got much better at the same time.

When someone starts a conversation with Jack, the most immediate high-value thing that Jack can tell them is which open jobs they would be a fit for.

Checking every new person against every live role used to be slow and expensive to do at the moment of signup. With Jev, it's much faster, much cheaper, and more accurate. Jack now shows people their best-fit roles from across the whole platform the moment they finish onboarding. Along with the other places we've implemented Jev, we should save ~$500k over the next 12 months, and more as the company grows.

Has been great working closely with the TypeSafe AI team to discover the first use cases. Thanks Sasha Sheng Dae Kim !

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