Bodo.ai is a novel scalable analytics platform that offers extreme performance and simplicity for native Python, using a compiler that automatically optimizes and parallelizes code without adding new API layers. This allows developers to scale their data science projects on larger machines with bigger data sets, overcoming the limitations of the global interpreter lock in Python. By benchmarking Bodo on a popular example like Word Count of Beer Review, the author found significant improvements in computation run time, scaling linearly with negligible loss in efficiency beyond thousands of cores. This breakthrough platform enables developers to keep their Python code intact, refactoring only for type stability, making it an attractive solution for data science and data engineering applications.