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Federator.ai Cortex™ —
Full-Stack AIOps Platform for AI Factories

What Is Federator.ai Cortex?

Federator.ai Cortex is the AI Ops Full-Stack Solution for Next-Generation GPU Data Centers, designed to close the gap between installed capacity and monetizable compute. While industry GPU utilization averages below 50%, legacy underwriting mistakenly treats AI facilities purely as real estate. However, revenue is fundamentally a function of sustained thermal-compute yield, not leased space.

Federator.ai Cortex is the only platform that unifies IT workload optimization and OT cooling control into a single closed-loop system, effectively converting installed power into billable GPU-hours at scale.

2x

GPU Efficiency

+50pp

Utilization Gain

90%

Downtime Reduction

19/19

NCP API Coverage

PUE 1.15

Cooling Efficiency

3 mo.

Deployment Time

Core Technologies Powering Federator.ai Cortex

Patented Multi-Layer Correlation

Powered by 17 U.S. Patents (including U.S. Patent 11,579,933) and 15 pending patents, the platform’s engine discovers causal relationships across GPU workloads, network fabric, cooling systems, and power distribution in real time.

Autonomous SRE (Martin SRE) & Wingman AI

Utilizes AI agents to perform predictive remediation, causal root-cause analysis, and self-healing, supported by a natural language copilot that detects failures 48 hours in advance with 94% accuracy.

Predictive 4D GPU Scheduling

Replaces manual, static allocation with patented 4D scheduling and spatial/temporal GPU optimization to eliminate compute waste.

AI-Driven Smart Liquid Cooling

Employs workload-aware thermal management with PID and feedforward control to dynamically modulate cooling flows.

DCOO Lifecycle Management

The only system that natively integrates the entire AI Factory lifecycle—from Design (Omniverse digital twin and CFD thermal simulation) and Construct, to Operate and Optimize (Kaizen continuous improvement).

Core Technologies Powering Federator.ai Cortex

Patented Multi-Layer Correlation

Powered by 17 U.S. Patents (including U.S. Patent 11,579,933) and 15 pending patents, the platform’s engine discovers causal relationships across GPU workloads, network fabric, cooling systems, and power distribution in real time.

Autonomous SRE (Martin SRE) & Wingman AI

Utilizes AI agents to perform predictive remediation, causal root-cause analysis, and self-healing, supported by a natural language copilot that detects failures 48 hours in advance with 94% accuracy.

Autonomous SRE (Martin SRE) & Wingman AI

Utilizes AI agents to perform predictive remediation, causal root-cause analysis, and self-healing, supported by a natural language copilot that detects failures 48 hours in advance with 94% accuracy.

Key Benefits for GPU Data Center Operators

Maximized GPU Utilization

Achieves 2x GPU efficiency and a +50-percentage point utilization gain, boosting sustained utilization from the 30–50% industry baseline to 75–95%.

Accelerated Time-to-Revenue

Compresses AI Factory deployment time from 12 months to just 3 months. For a 10,000-GPU facility, every month saved accelerates over $130M in compute revenue.

Premium Pricing via Compliance

Delivers full NVIDIA NCP certification out of the box with 19/19 pre-built APIs, saving 12–18 months of custom builds and unlocking a 15–20% pricing premium.

Massive Downtime Reduction

Reduces unplanned downtime by 90%. By proactively identifying root causes, it eliminates costly incidents such as a $384K loss per misdiagnosed CDU failure event at a 512-GPU scale.

Transformational Energy Savings

Delivers 45% higher cooling throughput and sustains a cooling efficiency of PUE ≤ 1.15. At an 80MW scale, this reduces cooling energy by 30–40%, saving over $40M annually.

Unprecedented OpEx Reduction

Replaces 8–12 siloed point solutions with a single unified platform and drives a 60–80% reduction in specialized SRE headcount requirements.   
Federator.ai Cortex — Full-Stack AI Ops Solution: From Self-Service Portal to NVIDIA Carbide Infrastructure

Federator.ai Cortex — Full-Stack AI Ops Solution: From Self-Service Portal to NVIDIA Carbide Infrastructure

Additional Resources

Federator.ai Cortex ― Full-Stack AI Ops Solution

Datasheet

Why Megawatts are Misleading: The Rise of the GPU Infra Yield Layer

Blog

Core Technologies

Multi-Layer Correlation for Full-Stack Infrastructure Intelligence

Patent

Spatial-Temporal GPU Optimization for Efficiency

Patent

Predictive Self-Driving Autoscaling for Cost Efficiency

Patent

Please select the software/ platform you would like a demo of:

Federator.ai Cortex™

A Unified IT and OT Closed-Loop AIOps System for Modern AI Factories
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Federator.ai GPU Booster™

GPU Performance Maximization with AI-Enhanced Dynamic Allocation for LLMs
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Federator.ai Smart Liquid Cooling™

Predictive Workload-Aware Liquid Cooling for High-Density GPU Data Centers
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Federator.ai GPU Booster Inference™

GPU Performance Maximization with AI-Enhanced Dynamic Allocation for LLM Inference
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Federator.ai®

AI-Driven Compute Resource Optimization for Cloud and On-Premises Operations
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