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FinOps for AI, On-Prem & Public Cloud
Unify FinOps and DevOps enterprise-wide, across hybrid environments.
Turn IT from a generic shared service into a purpose-built, transparent, and metered digital utility.
One Platform.
Built for AI-First Enterprises with Hybrid IT Infrastructure
Amberflo’s AI-First FinOps Platform puts you in control with built-in services for real-time usage metering, data aggregation by custom dimensions, cost calculations and allocation, chargeback, quoting, billing, and more – delivering unified views of spend and recommended savings across hybrid environments.
5 Billion+
Usage Tokens tracked per day
High Availability
99.99%
Enterprise Grade
Landing Zones. SOC2 TYPE II
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AI Usage Data
Warehouse
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Real-time
Metering
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AI
Gateway
Gateway
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Cost
Guards
Guards
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Budgets
& Forecasts
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Service Catalog and Rating
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Workload
Sizing
Sizing
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Chargebacks
and Showbacks
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Usage
Based Billing
FinOps Data Warehouse
Usage and Spend Data Analytics Platform
A drop-in, enterprise-grade FinOps Data Warehouse and Platform for real-time usage and cost analytics by dept, user, app, or custom attributes.
<100 ms
Average query speed
No Waiting. Data Export
Extract fresh data in real-time
REAL-TIME METERING
Real-Time Usage Metering Service for AI/LLMs, Public Cloud, and On-Prem Environments
Meter AI Infrastructure, LLM Models, AI Apps and Use Cases with automatic and real-time usage aggregation and custom filtering.
Meter any Resource
Track and filer usage and spend by any dimension
High Scale
Billions of events per hour
AI GATEWAY
AI Gateway to Centralize Usage and Spend Control of LLMs
Future-proof your IT infrastructure by simplifying and centralizing all LLM access with a private and secure AI Gateway and Proxy.
Enable 100s LLMs
With real-time usage and spend tracking
Real-Time LLM Unit Costs
Optimize LLM spend
COST GUARDS
Cost Guards Against Unplanned Spend and Anomalies
Proactively manage and automate actions to prevent unplanned spend, not after it happens.
Proactive, not reactive
No more waiting for the cloud bill
At any level
Dept, app, user, model
BUDGETS & FORECASTS
Budgets and Forecasting at dept. and app level
Empowers departments to forecast IT spend based on expected usage
Dept. Level Budget
Drive ownership and accountability
Forecast IT Spend
Save by avoiding over-provisioning
SERVICE CATALOG AND RATING
Custom IT services catalog with adjustable rates and line items by dept. for chargebacks
Drive alignment and desired behavior by setting custom rates by dept, or project for spend allocation and chargeback.
Dept. Level Alignment
Drive greater ownership
Improved Accountability
Align consumption with business goals
Workload Spend Forcasting
Generate Quotes for Projects and Workloads, with Usage and Spend Forecasts
Eliminate “IT as a black box” problem. Workload quoting enables greater alignment, transparency, and better forecasting, resulting in reduced waste and increased savings
IT and Business Alignment
Tie IT spend to value
AI/ML Workloads
Facilitates joint planning, esp. for new services and workloads
CHARGEBACKS AND SHOWBACKS
Detailed Dept. Level Showbacks and Chargebacks
Drives ownership of IT costs by the consuming department. With transparency and granularity, dept. can choose cost-effective options, rightsize infrastructure and avoid over-provisioning
Dept. Spend Mgmt.
Drives cost awareness
Spend Trends
Justify IT investments
USAGE BASED BILLING
Customer and Partner Billing
Full-featured Pricing and Billing engine to operationalize AI business models and unit economics
Any Pricing Model
Build and deploy any pricing model
On-demand Billing
Deliver accurate, on-demand billing
AI Usage Data
Warehouse
Real-time
Metering
AI
Gateway
Cost
Guards
Budgets
& Forecasts
Service Catalog
and Rating
Workload
Sizing
Usage
Based Billing
AI Usage Data
Warehouse
AI Usage Data Warehouse
Delight Customers and Partners with On-Demand Usage-Based Pricing and Billing
Amberflo delivers an integrated suite of services that unify business operations across AI cloud, AI data center, AI edge, AI workstation, and AI applications.
5 Billion+
Usage Tokens tracked per day
High Availability
99.99%
REAL-TIME METERING
Real-Time Metering and Aggregation of Tokens, GPUs, LLMs, and AI Use Cases
Amberflo delivers an integrated suite of services that unify business operations across AI cloud, AI data center, AI edge, AI workstation, and AI applications.
Billion+ Tokens per hour
Usage Tokens tracked per day
5 Billion+
Usage Tokens tracked per day
AI GATEWAY
Democratize, Govern, and Unify AI and LLM Access across AI Factory
Simplify AI Factory infrastructure and LLM access with enterprise IT governed and centralized access points
and gateway.
Track 100+ Models
Usage Tokens tracked per day
OpenAI Format
Track 100+ models
COST GUARDS
Accurately charge and alert teams for their usage
Amberflo delivers an integrated suite of services that unify business operations across AI cloud, AI data center, AI edge, AI workstation, and AI applications.
5 Billion+
Usage Tokens tracked per day
OpenAI Format
Track 100+ models
BUDGETS & FORECASTS
Drive accountability and forecasts with budgets at dept. and use case level
Set budgets at dept. and use case level to drive accountability, visibility, and forecasting. Distill insights by AI resource, model, version, user, and more.
Track 100+ Models
Usage Tokens tracked per day
OpenAI Format
Track 100+ models
SERVICE CATALOG AND RATING
Unify AI and LLM Access with Governance and Spend Tracking
Amberflo delivers an integrated suite of services that unify business operations across AI cloud, AI data center, AI edge, AI workstation, and AI applications.
Track 100+ Models
Usage Tokens tracked per day
OpenAI Format
Track 100+ models
WORKLOAD SIZING
Unify AI and LLM Access with Governance and Spend Tracking
Amberflo delivers an integrated suite of services that unify business operations across AI cloud, AI data center, AI edge, AI workstation, and AI applications.
Track 100+ Models
Usage Tokens tracked per day
OpenAI Format
Track 100+ models
CHARGEBACKS AND SHOWBACKS
Unify AI and LLM Access with Governance and Spend Tracking
Simplify AI Factory infrastructure and LLM access with enterprise IT governed and centralized access points
and gateway.
Track 100+ Models
Usage Tokens tracked per day
OpenAI Format
USAGE BASED BILLING
USAGE BASED BILLING
Delight Customers and Partners with On-Demand Usage-Based Pricing and Billing
Full-featured Pricing and Billing engine to operationalize AI business models and unit economics
Track 100+ Models
Usage Tokens tracked per day
OpenAI Format
Track 100+ models
Companies that lead in FinOps operate with a shift-left framework by owning their own usage metering, rating engine, and a self maintained, configurable rates IT services catalog. Amberflo enables you to bring that same discipline to your FinOps practice. ”
Puneet Gupta,
Founder & CEO
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