Starting in Jönköping, Sweden, we faced LLM limitations when integrating it towards APIs in 2022. Rather than accept these constraints, we began building architecture for LLM-based interactions with APIs. By 2024, we introduced LFAs (Language Friendly APIs) and developed SWE-LLM, Sweden's largest fine-tuned language model.

Today, our Agentic AI models can handle 1000 actions simultaneously, process 10,000+ CRM records, and connect to hundreds of app integrations. We've created a more powerful, cost-effective alternative to major LLMs — purpose-built for work.