When you need Sovereign AI
Most Case.dev customers are well-served by our standard services. Sovereign AI is for situations like:- Client contracts require dedicated infrastructure — Some enterprise clients mandate that their data never touch shared resources
- Regulatory requirements specify data residency — Certain jurisdictions require data to stay in specific regions or environments
- Internal policies require your own cloud — Some organizations can only use AI services deployed within their own AWS, Azure, or GCP accounts
Deployment options
Dedicated Model Hosting
We run CaseMark Core — our legal-optimized model — on a dedicated GPU cluster exclusively for your organization. What you get:- Dedicated GPU infrastructure (no shared inference)
- Complete data isolation
- We manage everything: updates, scaling, monitoring
- API access identical to our standard LLM endpoints
- Organizations processing high volumes of privileged documents
- Clients who require contractual guarantees about dedicated resources
- Teams who want the simplicity of an API with the assurance of dedicated infrastructure
CaseMark Core is optimized for legal workflows: document analysis, contract review, deposition summarization, and legal research.
Dedicated Frontier Models
Run the latest versions of GPT, Claude, and Gemini on dedicated instances in Case.dev’s secure cloud. What you get:- Dedicated capacity for frontier models
- No shared inference queues
- Same compliance guarantees as all Case.dev services
- We manage the deployment and handle provider relationships
- Clients whose contracts require dedicated model instances
- High-volume inference workloads where shared capacity isn’t acceptable
- Organizations that need to demonstrate dedicated resources to their clients
- GPT-5.2 (dedicated)
- Claude 4.5 (dedicated)
- Gemini 3 (dedicated)
Your Cloud Deployment
We deploy and manage Case.dev services directly in your AWS, Azure, or GCP account. What you get:- Full sovereignty: data never leaves your cloud environment
- Your security controls, your audit logs, your compliance perimeter
- Case.dev manages the deployment: setup, updates, monitoring
- Professional services engagement to get you running
- Organizations with strict data residency requirements
- Enterprises whose policies mandate their own cloud infrastructure
- Government and regulated industries with specific compliance needs
- CaseMark Core or frontier models (your choice)
- All supporting infrastructure (vector databases, queues, etc.)
- Integration with your existing identity and access management
- Ongoing support and maintenance
Your Cloud deployments are professional services engagements. Contact us to discuss your requirements.
Choosing the right option
| Requirement | Recommended Option |
|---|---|
| Need dedicated resources, happy with Case.dev’s cloud | Dedicated Model Hosting or Dedicated Frontier Models |
| Must use a specific model provider | Dedicated Frontier Models |
| Data must stay in your cloud account | Your Cloud Deployment |
| Just need compliant AI services | Our standard services are already SOC 2 / HIPAA compliant |
Getting started
Dedicated Model Hosting and Dedicated Frontier Models can often be provisioned within a few days. Contact us with your requirements. Your Cloud Deployment requires a scoping conversation to understand your environment. Schedule a call to discuss.FAQ
Are your standard services not secure?They are. Everything on Case.dev is SOC 2 Type II and HIPAA compliant. Sovereign AI exists for clients with specific contractual or regulatory requirements that mandate dedicated or on-premises deployment — not because it’s inherently more secure. What’s the pricing model?
Dedicated deployments are priced based on committed capacity. Contact us for a quote based on your expected usage. Can I switch between options later?
Yes. You can start with Dedicated Model Hosting and move to Your Cloud Deployment if your requirements change. We’ll help with the migration. Do I need to manage anything?
No. We handle all infrastructure management, updates, and monitoring regardless of deployment option. You just use the API. What about fine-tuning?
CaseMark Core can be further customized for your specific use cases. Contact us to discuss fine-tuning options.