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Enterprise7 min readNov 28, 2024

Self-Hosting for Enterprise

Why data sovereignty matters and how to run AI workloads on your own infrastructure.

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In the rush to adopt AI, many enterprises have overlooked a critical question: where does your data go? When you send proprietary information to cloud AI services, you're trusting third parties with your most sensitive assets. Self-hosting isn't just about cost, it's about control.

Data Sovereignty Matters

Regulations like GDPR, HIPAA, and industry-specific compliance requirements make data sovereignty non-negotiable for many organizations. When you send data to external AI services, you lose visibility into how that data is processed, stored, and potentially used for training.

Self-hosted AI infrastructure keeps your data within your control. Every query, every response, every embedding stays on your servers, subject to your security policies and compliance requirements.

Security Under Your Control

When you self-host, security becomes a feature you control. Want to run your AI infrastructure air-gapped? You can. Need to implement custom authentication that integrates with your existing identity provider? Done. Want to audit every request at the network level? It's your infrastructure.

ARES is designed with enterprise security in mind: JWT authentication, role-based access control, comprehensive audit logging, and TLS everywhere. But because you own the deployment, you can extend and customize these features to meet your specific requirements.

Enterprise Requirements Met

Full data sovereignty - your data never leaves your infrastructure
Custom security policies and authentication integration
Air-gapped deployment options for maximum isolation
Complete audit trails for compliance requirements

Infrastructure Flexibility

Self-hosting doesn't mean on-premise only. ARES runs anywhere: your data center, your private cloud, your VPC in AWS or Azure. The key is that you control the infrastructure and the data flow.

Our Docker-based deployment makes it easy to run ARES on any container orchestration platform. Kubernetes, ECS, Docker Swarm, pick the platform that fits your existing infrastructure and operations expertise.

Cost Predictability

Cloud AI services charge per token, per query, per API call. When you're processing millions of requests, costs can spiral unpredictably. Self-hosting gives you fixed infrastructure costs that you can plan and budget for.

Yes, you'll invest more upfront in infrastructure and expertise. But for organizations with significant AI workloads, self-hosting often proves more economical in the long run, and you get all the security and control benefits on top.

Ready for Enterprise

ARES is built for enterprise deployment. Single-command Docker setup, comprehensive documentation, and architecture designed for scale.

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