Platform

    Built for AI. Specialized for GPUs.

    Relize runs entirely outside your GPU nodes—zero performance impact. Get business intelligence from your GPU operations in hours, not months.

    The Relize Intelligence Stack

    An external platform that transforms raw GPU metrics into business outcomes

    Your Infrastructure
    GPU Nodes
    H100 x8
    A100 x4
    H100 x8
    A100 x8
    H100 x4
    ...
    Your Workloads
    Training Jobs
    Inference
    Notebooks
    Fine-tuning
    Batch
    Your Scheduler
    Slurm
    Run:AI
    Kubernetes
    Volcano
    Your Existing Exporters
    Prometheus
    DCGM Exporter
    Job Logs
    Slurm sacct

    Already collecting metrics — Relize just reads them

    Relize Platform (External)

    Relize Collector

    Runs outside your GPU nodes

    Metric Ingestion
    Pulls from exporters
    Job Correlation
    Maps GPU to workload

    Intelligence Engine

    All compute happens here

    Cost Analytics
    ROI Attribution
    AI Insights
    Reports
    Zero GPU Overhead

    All processing happens outside your infrastructure

    Business Outcomes You Get
    30%
    TCO Reduction
    <18 days
    Time to ROI Proof
    95%+
    Attribution Accuracy
    Board-Ready
    Reports & Insights

    Everything You Need to Prove GPU ROI

    External Agent

    Runs outside your GPU nodes with zero performance impact. Connects to existing exporters, deploy in under 4 hours.

    AI Attribution Engine

    Automatically tags workloads to projects, teams, models, and cost centers with 95%+ accuracy.

    Business Intelligence

    Real-time cost per token, per inference, per training epoch. See waste in dollars, not percentages.

    Cloud Comparison

    Live ROI benchmark vs. CoreWeave, AWS, GCP, Azure. Know when on-prem wins.

    Executive Reports

    Automated board decks with GPU economics your CFO actually understands.

    Enterprise Security

    SOC2 Type II certified, read-only mode, no model weights ever leave your premises.

    Ready to See Relize in Action?

    Book a demo and see how Relize can transform your GPU operations into measurable business outcomes.