cloud platforms across providers such as AWS, Azure, and GCP. Lotag supports AI and machine learning initiatives from initial use case design through to production deployment, including MLOps and data platforms. Its services also cover infrastructure modernization, security and compliance, and cost-aware cloud and AI design. Lotag aims to structure systems that remain maintainable, scale with real usage, and avoid unnecessary technical and operational overhead.