workflow automation with APIs and common business tools. Capabilities cover data preparation, prompt and model orchestration, evaluation and monitoring, and deployment to cloud environments. Artific also runs training and workshops to help teams adopt generative AI responsibly, including governance, risk, and security practices. Engagements range from rapid prototypes and pilots to production rollouts, with ongoing support and iteration.