Monetize AI.
Billing And Cost Tracking In One.

Build for the AI-Era where Billing and Cost FinOps converge into a single platform and experience.

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Mission-critical usage metering, ratelimiting, and quota enforcement

Meter every API call, token, and event across services and customers. Ingest millions to billions of high-cardinality events in real time and transform usage activity into revenue-grade cost and billing data.

Track and manage variable AI and infrastructure costs.

Stop AI slop and wasteful spend. With Amberflo's built-in operational controls such as Cost Guards and Budgets, enforce discipline, eliminate overruns, while maximizing profitable AI usage.

Enable Credits and drawdowns. Track and charge for value at the usage or outcome level.

Enable customers to buy Credits upfront, in your custom currency, and automatically deduct usage and costs in real time. Enforce rollover rules, expirations, and balance tracking—fully automated.

Design and automate pricing models that hold up as usage scales.

Go live with any pricing model in days and handle complex AI billing — credits, usage tiers, and outcome-based pricing — without custom engineering.

Automate revenue recognition for modern AI-native pricing.

Unify billing and revenue recognition in one platform. Automatically generate revenue schedules across subscriptions, credits, and usage-based pricing—fully compliant and audit-ready.

In the AI-Era, Cost Tracking and Billing Converge.

Monetizing AI starts with monitoring and mapping costs per workload and customer.

+ Unified Metering

One event that tracks usage for cost and biling

+ Usage Attribution

Real-time view into AI/LLM consumption

+ Costs & Margins

Track Cost and Revenue per customer side-by-side

+ Monetization & Billing

Launch and iterate with different pricing plans without having to change tracking

Built for the AI-Era

Features	Legacy Billing
AI Cost Tracking and Governance
AI Metering with Usage Guards
Product, Team, App Level Cost Guards
Margin profile per customer
Credits, Usage, Outcome based Billing
Interactive Customer usage, cost, and invoice explorers

The fasted way to meter AI costs and configure pricing plans.

Instrument usage metric directly at the source or via an AI Gateway. Use our simple SDKs and
generate cost profile and billing in minutes.


import os
import time
import requests

response = requests.post(
    "https://app.amberflo.io/ingest",
    headers={
        "Accept": "application/json",
        "Content-Type": "application/json",
        "X-API-KEY": os.getenv("AMBERFLO_API_KEY"),
    },
    json=[
        {
            "meterApiName": "image_creation",
            "customerId": "acme",
            "meterValue": 1,
            "meterTimeInMillis": int(time.time() * 1000),
            "dimensions": {
                "priority": "realtime",
                "workload": "production_image_generator",
                "imageSize": "large",
            },
        }
    ],
)

print(response.status_code, response.text)

“With real-time metering and visibility across every service, we now make pricing and usage decisions with complete confidence. The flexibility and accuracy of Amberflo’s platform align perfectly with the scale and data-driven nature of Firebolt’s infrastructure.”

Itay Link

VP of Finance, Firebolt

"We needed to govern and track Al & LLM usage and costs, and serve our customers with modern and hybrid pricing plans with credits, commitments, and true ups. We looked to find a next-gen Al Governance and Control platform. Amberflo platform was the most comprehensive and integrated."

Krishna Raj Raja

Founder & CEO, Support Logic

"Solving the Al-Era's high-scale, real-time metering, token tracking, governance, and customer billing needs is a difficult problem to solve. The team at Amberflo has the right background and experience to solve it."

Zach Smith

SVP Edge Infrastructure, Equinix

"We set out to look for a full-featured yet decoupled Metering service that could meter in real-time any resource, including cloud and Al/LLMs. We found Amberflo's Metering Service to be full-featured, turn key, very cost effective, and ahead of the pack."

Anton van der Linden

Cloud Architect, Intermax

Security and Scalability. Rely on SOC 2 Type II certified infrastructure built for secure, seamless growth.

The latest writings from our team

Monetize AI.
Billing And Cost Tracking In One.

Mission-critical usage metering, ratelimiting, and quota enforcement

Track and manage variable AI and infrastructure costs.

Enable Credits and drawdowns. Track and charge for value at the usage or outcome level.

Design and automate pricing models that hold up as usage scales.

Automate revenue recognition for modern AI-native pricing.

In the AI-Era, Cost Tracking and Billing Converge.

Built for the AI-Era

The fasted way to meter AI costs and configure pricing plans.

A single platform to govern, optimize, and monetize AI

Unified LLM Access and Control

Standardize access and control to over 1,500+ LLM Models and Rates.

One API for Any Model

Model Access & Fallbacks

LLM Model Rates & Metrics

Optimization and Cost Control

Optimize prompts with Intelligent Model Router. Track costs with FinOps level detail.

Intelligent Model Router

Per-unit Costs & Roll ups

Budgets, Cost Guards & Showbacks

Monetization

Make billing part of your product experience.

Realtime Usage Metering

Build Any Pricing Plan

Automate Invoice & Billing

Security and Scalability. Rely on SOC 2 Type II certified infrastructure built for secure, seamless growth.

The latest writings from our team

LLM Cost Management: Why Visibility & Control Matter

Introducing Real-Time AI and LLM Usage and Cost Integration

Why FinOps for AI Needs a Native Metering, Rating, and Billing Engine

Start Cost Tracking and Billing.

Monetize AI.Billing And Cost Tracking In One.

Mission-critical usage metering, ratelimiting, and quota enforcement

Track and manage variable AI and infrastructure costs.

Enable Credits and drawdowns. Track and charge for value at the usage or outcome level.

Design and automate pricing models that hold up as usage scales.

Automate revenue recognition for modern AI-native pricing.

In the AI-Era, Cost Tracking and Billing Converge.

Built for the AI-Era

The fasted way to meter AI costs and configure pricing plans.

A single platform to govern, optimize, and monetize AI

Unified LLM Access and Control

Standardize access and control to over 1,500+ LLM Models and Rates.

One API for Any Model

Model Access & Fallbacks

LLM Model Rates & Metrics

Optimization and Cost Control

Optimize prompts with Intelligent Model Router. Track costs with FinOps level detail.

Intelligent Model Router

Per-unit Costs & Roll ups

Budgets, Cost Guards & Showbacks

Monetization

Make billing part of your product experience.

Realtime Usage Metering

Build Any Pricing Plan

Automate Invoice & Billing

Security and Scalability. Rely on SOC 2 Type II certified infrastructure built for secure, seamless growth.

The latest writings from our team

LLM Cost Management: Why Visibility & Control Matter

Introducing Real-Time AI and LLM Usage and Cost Integration

Why FinOps for AI Needs a Native Metering, Rating, and Billing Engine

Start Cost Tracking and Billing.

Monetize AI.
Billing And Cost Tracking In One.