Your AI. Your Cloud.

Initial model deployment typically takes 1-2 hours, during which our platform runs comprehensive optimization tests. Subsequent deployments of similar models are much faster, usually completing within 15-30 minutes.

We support all major open-source Large Language Models (LLMs), custom-trained machine learning models, and traditional ML models (classification, regression, etc.). If you have a specific model architecture, reach out to our team for compatibility details.

VantEdge implements automatic scaling based on real-time traffic patterns. Our platform monitors request queues and latency metrics to proactively scale resources before performance is impacted. You can set custom scaling policies and budget limits to control costs during high-traffic periods.

Since our platform launches your application into your cloud account, you get billed directly by your cloud provider. We help optimize these costs with intelligent resource allocation, but the infrastructure charges appear on your existing cloud bill.

No, that's the beauty of our platform. VantEdge abstracts away the complex MLOps tasks, automatically handling hardware selection, scaling, and optimization. Your team can focus on model development while we handle the infrastructure complexity.

We implement enterprise-grade security including SOC 2 Type II compliance, end-to-end encryption for all data in transit and at rest, role-based access control (RBAC), private VPC deployment options, and regular security audits and penetration testing.