AsterFire Go provides AI4S scientific computing infrastructure and agent services, helping enterprises restructure R&D through an "R&D Palantir" model. It offers China's only fully in-house parallel computing engines spanning molecular dynamics, quantum chemistry, high-throughput screening, and free-energy calculations, alongside the AsterFire Go scientific computing platform. These support complex multiscenario tasks and multiscale calculations for petrochemicals, life sciences and healthcare, materials, and energy