AI • Multi-cloud • GPU cost intelligence

Every Token, Every Model, Every Dollar. Finally in One View

Track AI costs and usage across providers, models, teams and products. See the tokens, requests and inferences behind your spend, and connect AI costs with the rest of your cloud infrastructure.
Read-only access · No prompts leave your environment

Trusted by Engineering & FinOps teams from leading businesses

Your AI stack in one place

AI spend is spread across different providers, models and accounts. OneLens brings that data together and gives you a consistent view of cost and usage.
Anthropic
Azure AI Foundry
Bedrock
Cursor Ai
OpenAI
Gemini Enterprise
LiteLLM
Claude
Track spend, tokens, requests, model usage and more without switching between provider dashboards.
BUDGETS & ALLOCATION

One view across your AI stack

AI spend is spread across different providers, models and accounts. OneLens brings that data together and gives you a consistent view of cost and usage.
01
OBSERVABILITY

All your AI usage. One view.

See spend, tokens, requests and inferences across your AI providers. Compare models, drill into usage and connect AI spend with your cloud costs.
Track
Tokens
Requests
Inferences
Cache
Cost
Compare
Providers
Models
Teams
Callers
02
UNIT ECONOMICS

Know what each AI outcome costs.

A model's price doesn't tell you what an AI feature or product actually costs. With OneLens, you can calculate the cost of an inference, an agent run, a customer, a feature or a specific use case.
Cost per
Inference
Agent run
Customer
Feature
Use case
03
ANOMALIES

Catch unusual spend as it happens.

AI usage can change quickly. OneLens detects unusual cost and usage patterns in real time and helps you find what caused them.
Detect
Investigate
Resolve
Drill Down By
Account
Model
Caller
Token Type
04
BUDGETS & ALLOCATION

Give every AI dollar an owner.

Give every dollar an owner. Allocate AI spend across your business hierarchy and set budgets around the dimensions that matter to you.
Allocate
Team
Product
Project
Customer
Budget
Provider
Model
Caller
API Key
05
OBSERVABILITY

Turn AI usage into useful answers.

OneLens helps you understand what's changing in your AI usage and spend, and where to look next.
AI COSTS, UNDER CONTROL

From usage data to business decisions.

1

See

Every provider, model and usage metric.
2

Understand

What's driving your
AI costs.
3

Control

Budgets, anomalies and ownership.
4

Measure

The cost of your AI products and outcomes.
SEE YOUR AI SPEND CLEARLY

Get a clearer picture of what your AI costs.

AI cost goes beyond the model. Your AI product also uses databases, compute, storage, networking and other infrastructure. OneLens brings your LLM spend and cloud infrastructure together, so you can see the full cost of running an AI product.
LLM
Tokens · Requests · PTU · PayG
Infrastructure
Compute · Databases · Storage · Network
Datacentre
On-prem · Custom sources
Bring it all together in one view for allocation, budgets and chargeback, All Mapped to FOCUS
Read-only access · Minimal setup · See value quickly

FAQ

What makes OneLens different from Cloud Native tools?

OneLens brings costs of all your cloud costs across multi-cloud (AWS, Azure, GCP, OCI), Kubernetes (EKS, AKS, GKE), AI, and your custom sources at one place.  OneLens allows you to allocate costs and set budgets across all these sources to your business constructs such as Business Units, Applications, Projects, Environments, etc. Then, you can setup custom workflows which deliver precise, timely, and relevant cost alerts and anomalies to teams and individuals who are accountable. No Cloud Native tool gives you deep, unified Kubernetes cost visibility – across requests, limits, usage, and nodes at on place: OneLens does.

What is unique to OneLens?

Our goal is to bring all your Cloud, AI, and Kubernetes costs at one place; make it super easy for respective teams to understand and optimize costs. Our Kubernetes Cost Visibility, Workflow Engine, and Deep Insights (storage, networking, data transfer) module stands out, solving the hardest and most time consuming problems of engineering and devops teams.

How quickly can we start seeing value? 

Most customers see their first cost and optimization insights within 36 hours of connecting cloud accounts.

How does OneLens handle Kubernetes costs? 

OneLens integrates directly with your clusters to break down costs by namespace, pod, deployment, service, and any custom labels you use. We calculate true cost including shared cluster resources (control plane, system pods), ingress/egress traffic, and persistent storage-then allocate everything based on actual resource consumption. For organizations with large Kubernetes spend, this transforms opaque infrastructure costs into team-level accountability.

What Kubernetes distributions does OneLens support? 

OneLens works with all major Kubernetes distributions including Amazon EKS, Azure AKS, and Google GKE. Our integration is read-only and doesn't affect cluster performance or require changes to your workloads.

Do you deploy an agent? If yes, how much does it cost?

Native Cloud tools do not collect adequate data for you to understand Kubernetes costs. We deploy an agent to bring all all that data to generate required insights. You can learn all about it here. The cost is minimal and all details are here.

Can OneLens track costs by namespace, pod, or deployment? 

Yes. OneLens provides granular cost visibility at every level - cluster, namespace, deployment, pod, and even individual container. You can view costs by any Kubernetes label including team, application, environment, or customer ID. This enables precise cost allocation and charge-back for shared clusters.

How does OneLens allocate shared Kubernetes costs? 

OneLens gives you precise per-pod CPU/memory cost, which allows you to allocate costs by namespaces, workloads or labels as per your business requirements. Further, OneLens automatically distributes shared cluster costs (idle costs, network costs) across pods. This ensures fair cost distribution and budgeting.

Do we need to change how we run Kubernetes to use OneLens? 

No. OneLens works with your existing Kubernetes setup and doesn't require changes to your deployment patterns, namespaces, or label structure.

What cloud providers does OneLens support? 

OneLens natively supports AWS, Microsoft Azure, Google Cloud Platform and Oracle Cloud. We ingest billing data from all three providers and normalize it into a unified view so you can manage multi-cloud costs in one platform without switching between native tools.

How does OneLens connect to our cloud accounts? 

We have read-only access carefully designed to make sure we only have billing, resource and usage data without getting access to any of your PII/customer data.

Does OneLens support FOCUS format?

Yes, we do. While you can analyze costs for each Cloud, you can also look at costs across cloud using FOCUS format. This allows you to create cost centers across cloud spends and setup budgets.

Can OneLens track AI workload costs? 

Yes. OneLens tracks costs for AI platform services like OpenAI, AWS Bedrock, Azure AI Foundry, Google Vertex AI across all cloud providers.We show you exactly what your AI experimentation and production workloads cost. We are adding more AI providers every week.

How does OneLens help control AI spending? 

OneLens enables you to set budgets for AI projects, track spending against forecasts, and get alerted when costs exceed thresholds. Combined with cost allocation, this gives you visibility into which AI experiments or models are driving costs—helping you make informed decisions about resource allocation and project prioritization.

How does OneLens pricing work? 

OneLens uses transparent usage-based pricing calculated as per your managed cloud spend (Excluding taxes!). We have tiers to ensure you can grow during the subscription term and not be surprised by any hidden charges. You only pay based on the cloud infrastructure we help you optimize and control.

Is there a minimum spend requirement? 

OneLens is built for organizations managing significant cloud infrastructure - typically $50K+ monthly

Can we try OneLens before committing? 

Yes. We offer proof-of-concept engagements where you connect OneLens to your actual cloud data and validate the value before signing an annual agreement. Most POCs run for two weeks and include full platform access with implementation support.

Do you offer flexible contract terms? 

We offer both annual agreements and flexible month-to-month arrangements on AWS Marketplace depending on your organization's procurement cycles and budget planning. Contact our team to discuss what works best foryour situation.

What certifications do you have?

We are SOC 2 Type 2 Compliant and ISO 27001 certified.  Please check out our trust center for more details.

What access does OneLens need to our cloud accounts? 

OneLens primarily requires read-only access to your billing and usage data. Further, the read-only access is carefully designed to ensure that we don’t get access to data in your logs/buckets.

How is our data secured? 

OneLens is built with enterprise security standards including encryption at rest and in transit, SOC 2 compliance, role-based access controls, and regular security audits. Your cost data is isolated in dedicated environments and never shared across customers.

Where is our data stored? 

OneLens stores data in secure, encrypted databases within your choice of AWS/GCP regions.

Can we control who sees what data in OneLens? 

Yes. OneLens includes granular role-based access controls, allowing you to restrict visibility by any org dimension through construct of cost centers. Finance teams can see enterprise-wide data while individual teams see only their allocated costs.

What kind of support does Astuto.ai provide? 

We strongly believe that FinOps is not about software subscription. We assign a named, dedicated Cloud FinOps expert as your customer success and support point of contact. We work closely with finops, engineering and business teams to ensure they are on top of costs, leaks and savings.

How do we get help if we have questions? 

You can connect with our team directly on Slack, Teams and Email. We have detailed documentation at https://docs.onelens.cloud

What does initial onboarding look like? 

Initial cloud onboarding is quick – just takes 10-15 minutes to deploy our automated IaC scripts to give us access. Post that it will take 24-48 hours for the initial data ingestion before we can share insights on your cloud infrastructure.  Kubernetes onboarding takes a bit longer since it involves deploying agents, and waiting for enough data to generate insights.