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About

Expert jobs shouldn't need a gatekeeper.

Plenty of skilled work asks for a certificate before you've done a single day of it: insurance appeals, medical coding, benefits casework, production support. The work can be learned. The paperwork keeps people out.

AI now knows the rules of these jobs. What it can't do is notice its own mistakes, or ask the question nobody wrote down. People can.

So we built a place to practise exactly that, take the same AI to work, and leave with proof of what you can do.

Who we are

SC

Saloni Chinchmalatpure

Co-founder · engineering

Built clinical data and diagnostics software as a developer at IDEXX, and mentored early-stage founders at the Founder Institute. LinkedIn

AH

Ayesha Haroon

Co-founder · design

Previously designed at Adobe and Google. Specialises in how people and software understand each other, and in making hard work feel learnable. LinkedIn

Where we are

  • Two desks are live: insurance appeals and production support.
  • Four more are designed: benefits, medical billing, immigration and tax.
  • Looking for pilot partners: teams that hire for ability, not paperwork.

Hiring for one of these jobs?

Tell us how you train people today.