RIVAL INFRASTRUCTURE
Managing those choices across disconnected providers adds cost, slows execution, and produces unreliable results. Rival optimizes every decision automatically, balancing cost, performance, and security from model to GPU, so your teams can focus on business outcomes, not infrastructure.
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Three Layers of Optimization.
Rival brings Mosaic, CortexOne and GraphX together to optimize every AI request from model selection through infrastructure execution.
Mosaic
No single model is best for every task. Mosaic determines the best-fit model for each job, giving organizations flexibility and efficiency, without rebuilding applications as better models emerge.
The best AI doesn’t bet on one model.
CortexOne
Some workloads prioritize speed. Others require stronger security, data locality, or tighter cost controls. CortexOne automatically selects the right compute and deployment environment for each, while reducing costs by 30–60%.
Intelligent AI doesn’t run every workload the same way.
GraphX
GraphX optimizes how models use available GPU capacity. Enterprises gain more inference capacity with less infrastructure and can privately host leading open-weight models for 60–70% less than building and managing comparable infrastructure internally.
Efficient AI maximizes capacity before adding hardware.
Rival puts that complexity underneath one integrated intelligent platform, so your teams can focus on outcomes, not technology. Connect existing models, internal data pipelines, enterprise orchestration tools, and Rival Marketplace capabilities through one platform.
The best model, hardware and provider will continue to change. Rival keeps your applications and workflows independent from the infrastructure beneath them, giving your organization the freedom to adopt better technology without starting over.
Model Independence
Use proprietary, open-weight or privately-hosted models based on the needs of each task, not the limitations of one provider.
Infrastructure Independence
Run across clouds, CPUs, GPUs and TPUs without tying every workload to a single hyperscaler or hardware environment.
Freedom to Evolve
Change models, providers, or hardware as performance, pricing, and business needs evolve without rebuilding the applications that depend on them.
Infrastructure security should protect data while AI is running, not only before and after. Rival applies safeguards throughout execution so organizations can use sensitive data and proprietary logic with greater confidence.
Processor-level encryption
Zero data retention
Fully isolated execution environments
Policy-based routing and access
Performance and usage telemetry
Logging and execution lineage
Enterprise auditability
Every request follows the security and deployment requirements established by your organization, regardless of the model or infrastructure selected.
Rival puts that complexity underneath one integrated intelligent platform, so your teams can focus on outcomes, not technology. Connect existing models, internal data pipelines, enterprise orchestration tools, and Rival Marketplace capabilities through one platform.
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