Introducing Prem Studio

We are introducing Prem Studio, an end-to-end platform designed to unify the lifecycle of custom AI model development. Developed in collaboration with Fortune 50 enterprises and regulated industries, Prem Studio enables teams to build, tune, evaluate, and deploy specialized models within a single environment.

The shift to specialized infrastructure

Enterprise production environments rarely require the broad, generalized capabilities of frontier models. Instead, they require the reliability, low latency, and security of smaller models optimized for specific domains. A parameter-efficient model, fine-tuned on proprietary data, often demonstrates superior reasoning and cost-efficiency compared to larger generic systems.

However, the infrastructure required to build these systems remains fragmented. Teams currently struggle to stitch together disparate tools for data management, training, and testing, introducing friction that makes reliable scaling difficult.

Prem Studio integrates these stages into a cohesive workflow, allowing organizations to treat AI development as a rigorous software engineering discipline.

Platform capabilities

• Dataset Management: Users can transform unstructured sources into versioned, reproducible datasets, ensuring full traceability of the training data.
• Continuous Fine-Tuning: The platform supports incremental adaptation of open-weight models, allowing systems to evolve alongside changing business data.
• Integrated Evaluation: Built-in benchmarking tools allow developers to measure performance against baselines, detecting regression and drift before deployment.
• Sovereign Deployment: Models can be deployed via managed APIs or self-hosted within private infrastructure to meet strict compliance and data residency requirements.

Availability

We are opening early access to Prem Studio today. Teams focused on building reliable, production-grade AI systems can apply for access and begin developing with us.

Sign up for early access