AI adoption is accelerating. Are your costs keeping up?
AI infrastructure costs aren’t always easy to identify. What starts as a relatively small investment in model APIs or cloud services can quickly expand into a complex combination of computing resources, data processing, storage, networking and ongoing operational support.
As usage grows, costs don’t always increase predictably. A new AI feature might appear profitable at launch, only for heavy usage, changing workloads or unexpected infrastructure requirements to erode margins.
Are we capturing the full cost of AI? Can we accurately forecast what happens as adoption increases? And does our pricing model recover the cost of delivering AI-powered products and services? Understanding the economics of AI is becoming essential to sustainable growth.
What’s inside the playbook?
Uncover the true cost of AI. Identify the three layers of AI expenditure, including costs that may be hidden within existing cloud and operational budgets.
Build more reliable forecasts. Explore the questions Finance should ask Engineering and understand the drivers behind unexpected cost increases.
Protect profitability as AI scales. Discover six economic red lines to consider before launching or expanding AI-powered products.
Turn insight into action. Follow a practical 30-day plan, supported by templates and exercises to improve cost visibility, forecasting and pricing decisions.
Bring Finance, Product and Engineering together
AI economics can’t be managed by Finance in isolation. Engineering understands the infrastructure. Product understands how customers use AI features. Commercial teams understand pricing and customer value.
Finance needs to connect these perspectives to build forecasts, evaluate profitability and support informed investment decisions. This playbook provides a practical framework for those conversations, helping CFOs move beyond simply monitoring cloud invoices towards understanding the business drivers behind AI spending.
Make sure your AI pays its way
Understand the full cost of AI before it starts eroding your margins. Download the free playbook and start building a clearer picture of your AI infrastructure economics.
