Amberflo delivers real-time usage tracking, per unit costs, and governance to your Cloud and Data Center AI Workloads.
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AI Factories Need a New Operating Model
AI Innovation Moves Fast. Amberflo FinOps Keeps You Ahead
What’s Changing
AI Workloads run across cloud and data centers
GPU demand is surging, but tracking and allocating spend is reactive
Traditional FinOps tools weren’t built for real-time AI Factory needs
Amberflo’s FinOPS FOR AI
A Modular Platform Purpose-Built for the AI-Era
AI Gateway
Track, allocate, and optimize LLMs and Tokens in real-time. A single, secure, and scalable entry point for managing AI/LLM workloads—delivering cost efficiency and policy control.
Token Metering & Rating
Real-Time metering with custom rating.Seamlessly track billions of AI/LLM transactions per hour and aggregate and allocate usage and costs by app and dept.
Savings & Guardrails
Define LLM usage boundaries, limits and thresholds.Stay in control by eliminating waste and cost overruns.
AI/LLM Catalog & Templates
IT services catalog with custom rates, surfaced to internal teams.Accelerate time to market with accurate workload sizing, budget planning and forecasting.
“Amberflo helped us bring visibility into our AI usage and saved over 30% in our LLM spend.”
Jonathan Nolan
SVP Engineering & Product
Billing & Chargebacks
Tie usage to departments and business units for financial accountability.
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
Born in the Cloud, Built for AI
Native support for hybrid infra: cloud, on-prem, edge
Real-time token metering, model attribution, and chargebacks
Designed for financial governance of AI and LLMs
Gain Full Control of Your AI Spend with Amberflo
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