Automatski Solutions has been conducting fundamental research for over 25 years, successfully solving 7 NP-complete and 4 NP-hard problems, including breaking RSA 2048 encryption. They demonstrate the capability to solve complex problems in polynomial time and are seeking research funding between $1 million and $100 million to develop solutions across various technology domains. The document discusses graph coloring as NP-complete and highlights their achievements in algorithms and machine learning advancements.