Earned Wealth is a wealth management platform that provides personalized financial planning, investment strategies, tax planning, career advisory, insurance, debt management, and trust and estate services for doctors. The company's mission is to help doctors optimize their wealth potential and achieve their financial goals through a

Wagestream is a financial services firm that allows employees to stream their earned wages into their accounts through an instant app. The app allows them to have complete control over when they get paid. It also effectively ends the need for employee advances, loans, and employee stress suffered from short-term, unplanned financial obligations.The company aims to play a key role in reducing the poverty premium and prevent employees from entering cycles of debt caused by overdraft fees, high-interest credit, or payday loans. Peter Briffett and Portman Wills was founded in 2018 and is based in London, England. It is backed by QED, Fair by Design, London Co-Investment Fund, and Village Global.

Adaptive is working on a method to improve the process known as reinforcement learning from human feedback, or RLHF.