Orchestration that
maximizes revenue and ensures sovereignty
Workflow portability, multi-tenant infrastructure, and OEM-agnostic orchestration—achieve 57-85% utilization gains across Supermicro, NVIDIA, AMD, Intel, Oracle, and AWS hardware without vendor lock-in.
Four core capabilities that maximize revenue and ensure sovereignty
BARE-METAL PERFORMANCE WITHOUT VENDOR LOCK-IN
Compute Pools
Workflow Configuration
Deploy anywhere • Zero refactoring
Silicon Allocation
Real-time GPU utilization metrics
Enterprise Features Built for Operators and Technical Teams
Amalgamy provides the visibility, control, and flexibility operators need to maximize revenue while giving technical teams the portability and performance they demand.
Real-Time Job Monitoring
Visualize how each job performs across your infrastructure
Export Performance Data
Export job metrics, utilization data as CSV, JSON, or XLS
Resource Utilization Tracking
Track GPU utilization, memory usage, and spot performance issues
OEM-Agnostic Hardware Support
Works seamlessly with NVIDIA, Supermicro, IBM, AWS, Microsoft, Oracle, and leading infrastructure platforms
Job Scheduler
Optimal resource allocation for AI training job
AI Decision: Schedule job on GPU cluster 3
AI Optimization Insights
Monitor AI-driven scheduling decisions and resource allocation
Purpose-built for operators, technical teams, and enterprise leaders
Maximize GPU Revenue
Bare-metal multi-tenancy enables secure resource sharing without virtualization overhead—onboard tenants in days and achieve 57-85% higher utilization rates.
Workflow Portability
Build workflows once and deploy across any environment—on-premises clusters, neoclouds, sovereign clouds, or edge infrastructure with zero refactoring.
Last 7 days
Operator Revenue Optimization
Multi-tenant infrastructure management with fair scheduling, instant provisioning, and comprehensive billing—maximize revenue per GPU.
Technical Team Efficiency
Capture workflows once and replay anywhere—eliminate rebuilding for each platform while maintaining consistent performance.
Enterprise Sovereignty
OEM-agnostic architecture ensures no vendor lock-in—maintain full control with on-premises or sovereign cloud deployment options.
Future-Proof Infrastructure
Adopt new GPUs and accelerators immediately without workflow refactoring—exploit the latest silicon as soon as it is available.
Trusted by Leading Hardware Partners
OEM-Agnostic InfrastructureAmalgamy integrates seamlessly with Supermicro, NVIDIA, IBM, Oracle, AWS, and Microsoft—ensuring you are never locked into a single vendor ecosystem.