Host Smarter. Serve Faster. Scale Without Limits.
Deploy, manage, and govern your own models — single-tenant, multi-tenant, hybrid cloud, or on-prem.
Calliope AI
If your models are trapped behind slow APIs, SaaS vendor lock-in, or scaling walls, you’re not building — you’re bottlenecked.
Real AI applications need real control — over latency, cost, architecture, and security.
Calliope Model Hosting gives you ownership without the overhead.
If you’re constrained by:
You’re trusting your core IP to systems you can’t tune.
Model endpoints throttled by third-party service limits
Cost blowouts from per-token overages you can’t control
No governance over where and how your models are stored, scaled, and secured
Features
Flexible Deployment Models
- Single-tenant managed hosting on AWS, GCP, or hybrid environments
- Multi-tenant cluster deployments with resource pooling and isolation
- Full on-premises deployment support for airgapped or highly regulated environments
Operational Excellence and Scaling
- Autoscaling inference clusters based on real-time usage telemetry
- Hot-swappable models and runtime upgrades with zero downtime
- Integrated caching, batching, and dynamic throttling to optimize token and compute cost per request
Governance, Security, and Observability
- Role-based access control (RBAC) and per-model permission scopes
- Full telemetry: request tracing, model usage stats, latency/throughput dashboards
- BYO encryption keys, VPC peering, and private endpoint options
Calliope Model Hosting enables organizations to deploy and operate AI models with the same control, visibility, and agility they expect from their core infrastructure.
Because when models are your competitive advantage, you don’t rent — you own, govern, and scale them your way.