N8n is an open-source workflow automation tool that enables users to connect various applications, automate processes, and integrate AI capabilities into their business operations. It allows users to create custom workflows through a visual, node-based interface, making automation accessible without requiring extensive coding skills.

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.