AI has read the whole internet. It’s never run payroll or a business. On real payroll tasks, the best AI model fully solves only 49%. Today Deel launched Emet, our new AI lab, and Pangaea, our family of models for global work. 🧪 Emet: Deel’s AI lab for model evaluation and training. In-country experts define what real business tasks look like, starting with payroll and global work. 📊 EmBench: public benchmarks. Every model, ours included, is scored against expert answers. 🌍 Pangaea: built on open-weight models, trained with Emet. Close to top-model accuracy, up to 3x faster, at a fraction of the cost.

Ed Farrar trained to be a doctor, not a payroll admin. 🩺 As CEO of @Join_Oto , he put @deel in charge instead. One system, one bill, across four states with PEO.

No one asks if a payroll error was AI or human. They ask when it's fixed. That’s why automation in payroll requires a different approach. At Deel, AI is grounded in 7 years of payroll and compliance data across 150+ countries. It flags issues instead of guessing, and a person signs off before anything goes out. Control comes before autonomy. Read more at the link in comments.

Growing fast leaves no room for payroll admin to slow you down. That's why @kintsugi_ai runs it all on Deel. Watch Jeff's story.

It's the margarita ice luge at #SFTechWeek, for me. 🪩