AI Economics
Understand what your AI investment is producing.
Most organisations can see what AI costs. Far fewer can explain what it delivers. OPTIMAZE connects AI investment to outcomes, giving finance and technology teams a shared view of value.
88%
of organisations are regularly using AI.
62%
are experimenting with AI agents. The investment is accelerating.
39%
attribute enterprise-level EBIT impact to AI. Return accountability is where most organizations fall short.
SOURCE: MCKINSEY STATE OF AI 2025
Why now
Every technology wave gets adopted faster.
Never has it been so important to directly connect outcomes to cost.
Spend visibility
Cost attribution
Investment Performance
What you can answer
The question the platform is built to answer.
OPTIMAZE works backwards from business goals, connecting finance and technology.
01
Which AI initiatives are creating measurable value?
02
What does each AI interaction cost?
03
Which teams are driving consumption?
04
Which models are delivering return?
05
Where should we increase investment?
06
What should we stop funding?
The platform
AI Economics in action.
A unified view of AI investment, allocation and performance across every major model and hosting provider.
INPUT
AI Spend, Business Context
Layer 1
Economic Foundation
Why OPTIMAZE
Beyond AI cost visibility.
Most AI cost management platforms stop at spend visibility.
OPTIMAZE connects AI investment to outcomes through attribution and investment performance.
This allows organisations to move beyond reporting what was spent and start understanding what was produced.
OTHERS
optimaze
Understand AI investment value
Return visibility
Investment performance
Understand what was produced
What you get
The outputs that change the conversation.
A real-time utility that measures technology capital performance based on your business context.
AI Gross Margin Per Feature
Understand which features are earning their keep, stated in business terms, not infrastructure jargon.
AI Portfolio Visibility
Understand the economics of every AI experience, independent of underlying technology. Manage a number, not a mystery.
AI Model Performance
Compare cost and outcome across models based on your conversion metrics. Make model selection a financial decision, not a technical preference.
Cost Per Outcome
Understand the economics behind business results, per resolved ticket, per generated asset, per qualified lead.
Cost Per Non-Conversion
Cost Per Customer
In one glance see which customers/user/persona are driving the highest AI costs.
Pricing Intelligence
Productivity Validation
Executive Investment Reporting
Board-ready reporting that connects AI spend to business performance. Walk into the budget conversation prepared.
AI Economics Assessment
Where does your organization sit on AI maturity?
Understand where you are today and what the next step looks like. Takes two minutes.
THE AI ACCOUNTABILITY GAP
of finance organizations are planning or deploying AI initiatives.
of CFOs feel confident driving meaningful outcomes from AI.
of organizations can attribute enterprise-level EBIT impact to AI.
AI adoption is accelerating.
Confidence in outcomes is not.
Source: Gartner 2026 CFO Top Priorities;
Mckinsey state of ai 2025
THE Confidence GAP
Most organizations can tell you what they are spending.
AI consumption is visible.
Far fewer can explain with confidence, what they are getting back.
Business outcomes are not visibile.
As AI investment scales from experimentation to operational spend, confidence is the missing ingredient in decision-making.
That gap is where better investment decisions are won or lost.
OPTIMAZE
"The AI race won't be won by who spends the most, it will be won by those who know where to double down."
Start providing teams with real-time cost allocation breakdowns in an afternoon and set up unit economics in days, not months.
Faq’s
Frequently Asked Questions
What is AI Economics?
How do you measure AI ROI?
What is AI attribution?
How do organisations connect AI spend to business outcomes?
What is the difference between AI cost management and AI Economics?
How do you calculate cost per AI interaction?
Still have questions?
Ping us before your next AI bill does.
Get started
The next AI budget conversation should be about return, not spend.
Start operationalizing your business success metrics today.
