models into internal workflows. Through GritBox, it enables secure training and fine-tuning of models on proprietary data without exposing raw datasets. Through ModelHub, it operates a pay-per-use AI model marketplace where enterprises can access, test, and deploy community-built models via APIs or on-premises. bitgrit also runs a job board and recruiting features that match data scientists with companies using verified competition results and portfolios. Its platform is designed to support privacy-preserving, production-ready AI development and deployment for both enterprises and developers.