AI Cost Governance
Gain complete visibility into AI spending, optimize costs, automate operations, and enforce governance across every AI provider from a single platform.
AI Cost Governance brings together observability, optimization, automation, and governance into a unified platform. Whether you're using OpenAI, Anthropic, Amazon Bedrock, Azure AI Foundry, Vertex AI, or multiple providers, OneLens helps you understand where your AI budget is going, identify savings opportunities, and establish organization-wide controls.
Why AI Cost Governance?
As AI adoption grows, managing costs becomes increasingly complex.
Organizations often struggle with:
AI spend spread across multiple providers
No visibility into which teams or applications own costs
Budget overruns discovered only after invoices arrive
Expensive models being used unnecessarily
Difficulty allocating AI costs to products or customers
Limited governance over AI usage
OneLens provides a centralized platform to monitor, optimize, and govern AI spend across your entire organization.
One Unified Platform
Instead of using separate tools for reporting, budgeting, optimization, and governance, OneLens brings everything together in a single platform.
The platform is built around four key pillars:
Observe
Analyze AI costs, usage, tokens, and workloads across all providers.
Optimize
Identify cost-saving opportunities across models, tokens, infrastructure, and workloads.
Automate
Generate reports, detect anomalies, and notify teams automatically.
Govern
Enforce budgets, controls, policies, and accountability across the organization.
Observe
Gain complete visibility into AI costs and usage across your organization.
Capabilities include:
AI Cost & Usage Analyzer
AI Cost Allocation
Unit Metrics
AI Cost Anomalies
Custom Dashboards
Saved Reports
Advanced Filters
Multi-level Group By
Quickly understand:
Which teams are spending the most
Which models drive costs
How token usage changes over time
Which customers or products generate AI costs
Optimize
Continuously identify opportunities to reduce AI costs without impacting application quality.
Optimization recommendations include:
Model right-sizing
Prompt cache optimization
Output token optimization
Batch API opportunities
Idle provisioned throughput
Endpoint right-sizing
Fine-tuned model utilization
Workload-specific recommendations
Every recommendation includes estimated savings and implementation guidance.
Automate
Reduce manual effort by automating reporting, monitoring, and notifications.
Automate:
AI Summary Reports
Cost Change Reports
Anomaly Notifications
Budget Alerts
Executive Reports
Workflow Notifications
Deliver updates directly through Email, Slack, Microsoft Teams, or ServiceNow.
Govern
Ensure AI adoption remains secure, accountable, and financially sustainable.
Govern AI usage with:
AI Budgets
Budget Utilization Tracking
Pro-rata Forecasting
AI Controls
Model Governance
Spending Limits
Policy-Based Controls
Audit History
Keep every team accountable while maintaining centralized visibility across the organization.
Multi-Provider Support
OneLens normalizes billing and usage data across multiple AI providers into a single reporting model.
Supported providers include:
OpenAI
Anthropic Claude
Amazon Bedrock
Azure AI Foundry
Google Vertex AI
Google Gemini
LiteLLM
OpenRouter
This enables consistent reporting, dashboards, and governance regardless of where your AI workloads run.
Built for Every Team
Engineering
Monitor application-level AI costs
Optimize model usage
Investigate anomalies
Improve workload efficiency
Platform & FinOps
Track AI spending across providers
Allocate costs accurately
Identify optimization opportunities
Improve operational visibility
Finance
Forecast AI spend
Track budgets
Allocate costs by business unit
Measure AI COGS
Product
Understand AI cost per feature
Measure unit economics
Track customer profitability
Build sustainable pricing strategies
Enterprise Capabilities
In addition to core AI cost governance, OneLens provides:
Custom Dashboards
Saved Reports
Scheduled Reports
Advanced Filters
Up to 4-Level Group By
Cost Allocation
Budget Management
Workflow Automation
Email & Slack Notifications
ServiceNow Integration
Role-Based Access Control (RBAC)
Audit Logs
Privacy First
OneLens is designed with a privacy-first architecture.
The platform only accesses billing and usage metadata required for cost governance.
OneLens never collects:
Prompts
Conversations
Model responses
Uploaded files
Embeddings
Training datasets
Your AI data remains within your environment while OneLens provides complete visibility into costs and usage.
Benefits
Centralize AI cost management across providers.
Improve visibility into AI spending and usage.
Reduce AI costs through actionable optimization recommendations.
Detect unexpected cost spikes automatically.
Allocate AI costs to teams, products, and customers.
Enforce budgets and governance policies.
Improve collaboration between engineering, finance, and leadership.
Scale AI adoption with confidence.
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