What Usage AI does

Usage.ai, Inc. is a New York-based, profitable private company founded in 2020 that operates an AI-powered cloud commitment management platform for enterprises running workloads on AWS, Azure, and Google Cloud. The platform's core product, Flex Commitments (marketed as Insured Commitments), continuously monitors customer usage telemetry and automatically purchases, rebalances, and adjusts Reserved Instances, Savings Plans, and Committed Use Discounts, with a cashback and credit guarantee on any unused capacity that eliminates the stranded-spend risk associated with native 1–3 year cloud commitments. An Autopilot mode executes these actions autonomously on a daily basis, while a CoPilot mode surfaces recommendations for human approval, and a Showback & Reporting module provides team-level cost visibility. The supporting free AWS Savings Calculator provides 60-second savings estimates from invoice upload, Cost Explorer CSV, or slider input with up to 92% accuracy, functioning as the top-of-funnel for a product-led growth motion.

Usage.ai generates revenue through a pure outcome-based pricing model, charging approximately 20% of realized customer cloud savings with no platform fee, no contract minimums, and no termination penalties; if no savings are generated, the customer pays nothing. The company reports managing more than $1B in annual customer cloud spend, delivering over $300M in cumulative customer savings across 300+ enterprise customers, and achieving profitability with a remote-first team of 11–50 employees. Its go-to-market combines PLG (free calculator, 15-minute self-serve setup), enterprise field sales targeting accounts with $500K+ annual cloud spend, and a three-tier partner program (Bronze/Silver/Gold) offering 15–25% revenue share to MSPs, consultancies, and Cloud Management Platforms. Named customers span diverse verticals — Blank Street Coffee, FabFitFun, Secureframe, Deel, Zumba, EVgo, Motive, Order, Ozone, CoinDesk, Numerade, R3, and Truverus — with individual recoveries reported up to $5.2M annually (Motive). The company has raised $9 million in seed funding (September 2023, Amity Ventures-led) and is headquartered in New York.

Name

Usage AI

Legal name

Usage.ai, Inc.

Website

https://usage.ai

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

Usage.ai is a profitable, New York-based cloud cost optimization platform that autonomously manages AWS, Azure, and Google Cloud commitments via Insured Commitments with cashback guarantees, serving 300+ enterprise customers under a pure outcome-based fee.

Ownership category

akta.pro rank

Product category

Cloud Cost Management

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Cloud FinOps & SaaS Spend Management (BPAEAOAH)

akta.pro secondary industries

Cloud FinOps & Cost Optimization (BPAEACAH), Private Cloud FinOps, Cost Allocation & Chargeback/Showback (HDABABAG)

Keywords

• Cloud cost optimization
• AWS savings
• Reserved instance management
• FinOps automation
• Multi-cloud commitments

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Others

Revenue model

1. Performance-based savings fee: Usage.ai charges a percentage of realized cloud savings (approximately 20%) only when savings are achieved. No platform fees, no contract minimums, no termination penalties. If no savings are generated, customers pay nothing. 80% of realized savings are returned to customer budget.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels6 records

Core offering

Usage AI sells an AI-powered cloud cost optimization platform that automatically purchases, rebalances, and adjusts Reserved Instances, Savings Plans, and Committed Use Discounts across AWS, Azure, and GCP. Its core product, Flex Commitments (Insured Commitments), enables enterprises to save 30-50% on cloud spend while guaranteeing cashback or cloud credits on every dollar of unused capacity, eliminating long-term commitment risk.

Product overview

Usage AI is a cloud cost optimization platform offering a unified multi-cloud solution (AWS, Azure, and GCP) with its core Flex Commitments (Insured Commitments) product as the centerpiece. The platform operates on a success-fee model (only charging when savings are realized) and differentiates through guaranteed buyback protection that eliminates commitment risk. The product architecture includes the core Flex Commitments engine with autonomous Autopilot mode, supplemented by the free AWS Savings Calculator tool for quick estimates, Showback & Reporting for team-level visibility, and CoPilot for human-in-the-loop approval workflows. The platform supports both fully automated operation (Autopilot) and manual control (CoPilot), covering compute, databases, ML, and analytics workloads across all three major cloud providers.

Differentiator

Problem solved

Functional benefit

Products and services

• Flex Commitments (Insured Commitments) Cloud commitment purchasing with guaranteed cashback and credit protection on every dollar of unused capacity, enabling organizations to save 30-50% on AWS, Azure, and GCP without bearing financial risk from underutilization or long-term lock-in. Coverage spans compute, databases, ML, and analytics services across all commitment types and regions.
• Autopilot Fully autonomous commitment management mode that continuously monitors cloud usage, purchases optimal Reserved Instances, Savings Plans, and Committed Use Discounts, and rebalances them as spend patterns change without requiring manual approval. Can be enabled per account, region, or commitment type with override or pause controls.
• AWS Savings Calculator Free tool that analyzes actual AWS billing data through three input methods (slider estimate, invoice upload, or Cost Explorer CSV export) to provide precise savings estimates in under 60 seconds, with accuracy up to 92% when using CSV data. Designed for self-serve lead generation and pre-sales estimation.
• CoPilot Recommendation mode that surfaces projected cloud commitment savings for human review and approval before any purchase is executed, providing FinOps and platform teams visibility and control while preserving human oversight of automated decisions.
• Showback & Reporting Team-level cloud cost visibility dashboard providing clear reporting for savings, utilization, and coverage with better budget ownership across engineering teams, built for FinOps reporting workflows.
• Flex Savings Plan Managed AWS compute commitment product covering EC2, Fargate, and Lambda with 40-60% savings versus on-demand pricing, $0 upfront, and a full cashback guarantee on any underutilized capacity.
• Flex DB Savings Plan Managed database commitment product covering AWS RDS, ElastiCache, and DocumentDB with 20-35% savings versus on-demand pricing, $0 upfront, and zero financial risk to the customer through cashback on underutilization.
• Flex Reserved Instances Managed AWS database and analytics commitment product delivering 30-40% savings on AWS services with $0 upfront, 1-year terms, and no financial risk to the customer through guaranteed buyback protection.

Quantifiable outcome

• 30-50% savings on covered workloads
• +4 more outcomes

Named customers9 records

Segments5 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability6 records

Feature5 records

Partnerships

Three partnerships are on record, tiered core.

• Technology PartnerscoreTechnology or IntegrationCloud Management Platforms that leverage Usage.ai data and deliver savings outcomes to customers embedded directly inside their products. API access provided for integration.
• Consulting PartnerscoreImplementation/ SI/ Consulting PartnerCloud consulting firms using Usage.ai to power recurring cloud cost optimization services for their clients with $0 upfront and recurring revenue share.
• Service ProviderscoreChannel Partner/ Reseller/ DistributorMSPs and service providers expanding their portfolio to offer cloud cost optimization at scale without adding headcount, leveraging Usage.ai's automation.

Scale indicators6 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• Vantage: Vantage is a developer-first cloud cost intelligence platform covering AWS, Azure, and GCP. It directly competes with Usage AI on multi-cloud FinOps analytics, commitment recommendations, and engineering-team workflows.
• CloudZero: CloudZero delivers cloud cost intelligence with unit-cost economics and commitment optimization across AWS, Azure, and GCP. Like Usage AI, it targets engineering and FinOps leaders and competes head-on for the same enterprise buyers.
• ProsperOps: ProsperOps automates AWS Reserved Instance and Savings Plan purchasing with continuous rebalancing. It is one of the closest direct competitors to Usage AI's Autopilot and Insured Commitments products.
• Zesty: Zesty provides automated AWS cost optimization, including commitment management and rightsizing. It targets a similar customer profile to Usage AI — cloud-heavy startups and mid-market companies seeking automated savings.
• Cast AI: Cast AI offers automated Kubernetes cost optimization across AWS, Azure, and GCP with commitment automation. While focused on K8s workloads, it competes for the same FinOps budget and customer base as Usage AI.
• Yotascale: Yotascale provides dynamic cloud cost monitoring, anomaly detection, and optimization across AWS, Azure, and GCP. It directly competes with Usage AI for FinOps and platform engineering teams managing multi-cloud spend.
• Kion (formerly CloudHealth competitor): Kion (formerly known in the CMP space) offers cloud management with FinOps, security, and automation features across AWS, Azure, and GCP. It overlaps with Usage AI on commitment management and enterprise FinOps workflows.

Broad incumbents

• CloudHealth by VMware (Broadcom): CloudHealth is the established FinOps incumbent, now part of VMware/Broadcom. It offers cloud cost management, optimization recommendations, and governance across multiple clouds, overlapping directly with Usage AI's enterprise offering.
• Spot by NetApp (Spot.io): Spot (now part of NetApp) provides automated cloud infrastructure optimization including Spot VMs/Elastigroup and commitment management. It overlaps with Usage AI on automated commitment purchasing and FinOps automation.
• Apptio (IBM): Apptio, now owned by IBM, offers cloud cost management and FinOps tooling as part of a broader IT financial management suite. It competes with Usage AI for large enterprise FinOps budgets and CFOs.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/usage-ai

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds2 records

Investors6 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Usage AI