Whoever lays the rails

work in progress

Unstructured tailwind. Job ads and resumes are great examples of unstructured data that made it almost impossible to scale things - no person could read 100k a day. But agents do. And Roleo easily raised EUR 2.9M to scale job matching for talents. Strong team: co-founded by Janer (co-founder of Veriff) and Vahur (Wise's early engineering team and co-founder of Membo).

Products build on unstructured data are getting traction. Fieldy, Spotwise, WhiteBridge AI, Galago FM, Spike (acquired by Raintree) — they all convert messy inputs like voice, data, documents into insight or workflow. That's the digital world, quite a few large companies will get built.

And yet there is another frontier - the nature, the atoms. Can we analyze and build more things than ever before? Auryx (interview with Erika) raised funding to extract health information from acoustic signals in your earbuds. Last year, Juvenescence acquired Ro5, an AI-driven drug discovery company co-founded by Zygimantas. Oxipit (acquired) and Ligence are also great examples. And + one more exciting announcement next week in this space.

Product hunt launches. Display.dev launched on Product Hunt with Display, and OpenMail did that, too.