Data Center

FinOps for Data Center

Amberflo brings cloud-native FinOps discipline to on-prem, data center. Track costs, assign usage, and gain department-level accountability.
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On-Premises Is Still Mission-Critical

No agents. No compromises. Just better control where it matters most

Why This Matters
Leverage Amberflo’s metering for physical and virtual infra
Enable seamless chargebacks and budgeting across your hybrid estate
Turn your on-prem usage into actionable insights and savings
Amberflo for Data Centers

Unify Data Center and Public Cloud FinOps into a single view

Data Center Metering

Instrument on-prem AI factories, bare metal, VMs, apps, and workloads in real-time

Custom Rate Cards

Set internal pricing by department or BU

Department Chargebacks

Automate showbacks and chargebacks for on-prem resources

Unified IT Services Catalog

Detect unexpected spikes, outliers, or unusual AI activity in real-time. Amberflo alerts you to anomalies before they become costly surprises—so you can act fast, stay in control, and protect your AI budget.
“Amberflo helped us bring visibility into our AI usage 
and saved over 30% in our LLM spend.”

Jonathan Nolan

SVP Engineering & Product

Budget Tracking & Workload Sizing

Plan future spend on physical infra with precision

Token-Level Metering

Gain deep visibility into every API call, prompt, and token consumed across models like GPT, LLaMA, and Claude. Amberflo captures usage at the most granular level, so you can monitor, allocate, and optimize AI spend with unmatched precision.
“Amberflo helped us bring visibility into our AI usage 
and saved over 30% in our LLM spend.”

Jonathan Nolan

SVP Engineering & Product

Custom Cost Modeling

Apply your own internal pricing logic to model and API usage. Whether it's vendor rates, departmental markups, or blended costs, Amberflo lets you define what AI should cost for your business, not just what the invoice says.

Agent Attribution

Track exactly which teams, applications, or business units are using AI agents. Amberflo maps usage back to internal owners, bringing accountability, transparency, and control to every prompt and API call.

Usage Anomaly Detection

Detect unexpected spikes, outliers, or unusual AI activity in real-time. Amberflo alerts you to anomalies before they become costly surprises—so you can act fast, stay in control, and protect your AI budget.

Forecasting & Guardrails

Predict future AI spend based on real-time usage trends, and set intelligent thresholds to stay ahead of budget risks. Amberflo helps you plan with confidence and scale responsibly.
Why Amberflo

The Only FinOps Platform That Puts On-Prem on Equal Footing

First-class support for on-prem data center infra
Unified catalog for cloud + data center resources
Real-time usage metering and cost allocation

Bring FinOps Discipline to Your Data Center

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