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Ensure AI Initiatives Deliver Measurable Commercial Impact

Bring financial discipline to innovation that lasts

Schedule Consultation View Process
6
Weeks to roadmap
Fixed
Fee pricing
Clear
Unit economics
$24.5K
Starting investment
Overview

What is FinOps for AI?

The massive cost of GenAI and LLMs should not come at the expense of profit. We implement specialized governance to ensure your AI initiatives are capital-efficient, scalable, and deliver maximum measurable commercial impact. We bring financial discipline to innovation that lasts.

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AI Profitability Audit & Roadmap (6-week focused engagement)

AI/GPU Cost Governance with clear unit economics

AgentOps Integration for autonomous AI management

Cost-to-train and cost-to-serve tracking

Continuous Managed FinOps for AI (CMF-AI) for sustained profitability

The Challenge

Why FinOps for AI is Critical

AI costs can destroy profitability without proper governance

Capital Efficiency

Ensure massive GenAI and LLM investments are capital-efficient and don't come at the expense of profit.

Model Profitability

Track cost-to-train and cost-to-serve with clear unit economics for all AI/ML models.

AgentOps Management

Govern cost, performance, and risk of autonomous AI agents built on LLMs.

Scalable Innovation

Make AI initiatives scalable and deliver maximum measurable commercial impact.

Our Approach

What We Deliver

Comprehensive AI FinOps transformation

AI Profitability Audit & Roadmap

A focused, 6-week engagement delivering clear unit economics and optimization strategies for high-cost AI workloads.

  • Clear unit economics for AI/ML models
  • Optimization strategy roadmap
  • Cost-to-train analysis
  • Cost-to-serve optimization plan

AI/GPU Cost Governance

Specialized programs to track cost-to-train and cost-to-serve, providing clear unit economics for all AI/ML models.

  • Cost-to-train tracking
  • Cost-to-serve monitoring
  • GPU utilization optimization
  • Model profitability dashboards

AgentOps Integration

Governance and optimization strategies focused on the cost, performance, and risk management of autonomous AI agents built on LLMs.

  • Agent cost tracking
  • Performance optimization
  • Risk management framework
  • Autonomous decision governance

Ready to Get Started?

Schedule a free 30-minute consultation — we'll confirm your data is a fit.

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Engagement Details

Key Engagement Details

Starting at $24,500

Investment

Fixed-fee, no hidden costs

Estimated 6 Weeks (Focused Audit & Roadmap)

Timeline

From kickoff to delivery

AI Profitability Audit & Roadmap

Format

Optional Add-ons

AI/GPU Cost Governance Implementation
AgentOps Integration
Continuous Managed FinOps for AI (CMF-AI) — Recurring
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What to Expect

Industry Benchmarks

These figures reflect published research on AI cost governance programs. Individual results depend heavily on your current AI spend, model complexity, and existing governance.

1

Typical GPU utilization improvement

Organizations with unmanaged AI infrastructure commonly find GPU utilization running at 30-50%. Governance programs typically improve this to 70-85%, directly reducing cost-per-inference.

2

Unit economics clarity

Most organizations deploying GenAI can't accurately state what each API call or model inference actually costs. FinOps for AI produces that number — which is the prerequisite for profitability.

3

Cost-to-serve benchmarks

Industry research suggests well-optimized LLM inference can be 5-10x cheaper than naive deployments at scale. Governance programs find these savings systematically.

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FAQs

Common Questions

How is AI FinOps different from Cloud FinOps?

AI FinOps is specialized for the unique challenges of GenAI and LLMs. We focus on unit economics (cost-to-train, cost-to-serve), model profitability, GPU optimization, and autonomous agent governance — challenges not addressed by traditional cloud cost management.

What AI platforms and models do you support?

We support all major platforms including OpenAI, Anthropic Claude, Google Vertex AI, AWS Bedrock, Azure OpenAI, and open-source models. Our expertise spans the full AI ecosystem including custom model training and deployment.

What is AgentOps Integration?

AgentOps focuses on governance and optimization of autonomous AI agents built on LLMs. We track agent costs, optimize performance, manage risks, and ensure agents operate capital-efficiently at scale.

What is Continuous Managed FinOps for AI (CMF-AI)?

CMF-AI is our optional recurring service that locks in model profitability long-term. It provides continuous monitoring, optimization for dynamic AI environments, and governance maintenance as your AI initiatives evolve and scale.

Still have questions?

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Not sure which service is right for you?

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Get Started

Ready to Maximize AI ROI?

Start with AI Profitability Audit

1

Initial Consultation

Discuss your AI initiatives and cost challenges

2

AI Profitability Audit

6-week focused engagement delivering unit economics and roadmap

3

Governance Implementation

Deploy AI/GPU cost governance and AgentOps integration

4

Sustained Profitability (Optional)

Continuous Managed FinOps for AI for long-term optimization

📅 Schedule Consultation Download AI FinOps Overview
No commitment required
30-minute discovery call
Custom solution proposal