Platform.
Platform.
Omniference combines two layers to create a closed-loop datacenter intelligence system
Omniference combines two layers to create a closed-loop datacenter intelligence system
Technical Capabilities
Technical Capabilities
Technical Capabilities
Projection Twin
Projection Twin
Simulate, model graphs, predict utilization, runtime, TCO before deployment.
Projection Twin
Simulate, model graphs, predict utilization, runtime, TCO before deployment.
Live Telemetry Engine
Live Telemetry Engine
Ingest and normalize real-time GPU, rack, and cooling data into unified performance, cost, and energy KPIs.
Live Telemetry Engine
Ingest and normalize real-time GPU, rack, and cooling data into unified performance, cost, and energy KPIs.
Deviation & Optimization Core
Deviation & Optimization Core
Real-time projection vs. reality comparison, inefficiency detection, and corrective actions.
Deviation & Optimization Core
Real-time projection vs. reality comparison, inefficiency detection, and corrective actions.
Optimization
Optimization
Parallelism Mapping
Transform AI workloads into operator graphs for efficient processing.
Parallelism Mapping
Transform AI workloads into operator graphs for efficient processing.
Producer-Consumer Proximity
Predict performance, cost, and energy impact to optimize your resource allocation and minimize environmental footprint.
Producer-Consumer Proximity
Predict performance, cost, and energy impact to optimize your resource allocation and minimize environmental footprint.
Quantization & Precision Tuning
Collect live telemetry from GPUs to racks to monitor performance and optimize resource utilization.
Quantization & Precision Tuning
Collect live telemetry from GPUs to racks to monitor performance and optimize resource utilization.
KV-Cache Management
Identify drift between projected and observed performance.
KV-Cache Management
Identify drift between projected and observed performance.
Workload Scheduling
Automatically recommend corrective actions and refine models for improved performance.
Workload Scheduling
Automatically recommend corrective actions and refine models for improved performance.
Energy Scheduling
Identify drift between projected and observed performance.
Energy Scheduling
Identify drift between projected and observed performance.
Built for the Builders of the AI Era
Built for the Builders of the AI Era
Different stakeholders, One intelligence layer
Different stakeholders, One intelligence layer
Hyperscalers
Optimize performance, cost, and sustainability across multi-region, gigawatt-scale campuses.
Optimize $/TFLOP before job launches.
Balance performance, cost, and environment.
Manage vast computing infrastructures efficiently.
Hyperscalers
Optimize performance, cost, and sustainability across multi-region, gigawatt-scale campuses.
Optimize $/TFLOP before job launches.
Balance performance, cost, and environment.
Manage vast computing infrastructures efficiently.
Hyperscalers
Optimize performance, cost, and sustainability across multi-region, gigawatt-scale campuses.
Optimize $/TFLOP before job launches.
Balance performance, cost, and environment.
Manage vast computing infrastructures efficiently.
NeoCloud Operators
Improve GPU utilization and throughput, turning idle capacity into revenue.
Boost GPU yield, cluster throughput.
Monetize unused capacity, predictive scheduling.
Optimize energy for more profitability.
NeoCloud Operators
Improve GPU utilization and throughput, turning idle capacity into revenue.
Boost GPU yield, cluster throughput.
Monetize unused capacity, predictive scheduling.
Optimize energy for more profitability.
NeoCloud Operators
Improve GPU utilization and throughput, turning idle capacity into revenue.
Boost GPU yield, cluster throughput.
Monetize unused capacity, predictive scheduling.
Optimize energy for more profitability.
EPCs & Infrastructure Developers
Design datacenters with verifiable efficiency and sustainability metrics, pre-deployment simulation.
Design for efficiency and sustainability.
Simulate to validate performance.
Meet environmental, performance standards.
EPCs & Infrastructure Developers
Design datacenters with verifiable efficiency and sustainability metrics, pre-deployment simulation.
Design for efficiency and sustainability.
Simulate to validate performance.
Meet environmental, performance standards.
EPCs & Infrastructure Developers
Design datacenters with verifiable efficiency and sustainability metrics, pre-deployment simulation.
Design for efficiency and sustainability.
Simulate to validate performance.
Meet environmental, performance standards.
Make Your Infrastructure Think.
Make Your Infrastructure Think.
Omniference is the intelligence layer that transforms AI infrastructure from reactive to predictive optimizing every workload, rack, and gigawatt through continuous learning
Omniference is the intelligence layer that transforms AI infrastructure from reactive to predictive optimizing every workload, rack, and gigawatt through continuous learning