Manage technology investment for the return it produces.

OPTIMAZE helps organisations understand where technology investment is creating value, where it is underperforming, and where future capital should go.

Create Attribution Dimension
AI Assistant ✎ Manual Editor
How much are we spending on AI and what are we getting for it?
Joining spend across providers with the business signals…
Found it. $4.3M / year AI spend across OpenAI, Anthropic, Bedrock, Vertex and the cloud you run them on.
· Customer-facing AI · $2.6M$8.7M ROI (3.3× return)
· Internal eng · $1.4M17% productivity gain
· Infra & data · $0.3M

Customer-facing AI is paying for itself 3× over.
What should I scale or cut?
Comparing model performance and team productivity uplift…
Scale up: Customer-facing AI pays 3.3×. Recommendations leads at $3.2M ROI.
Pull back: claude-opus-4-7 on internal eng tasks — 2.4× the sonnet cost for a marginal quality gain. Move routine work to sonnet.
Productivity: Platform +28% with cursor-pro. Identity +4% on the same tool — investigate uptake.

Drill-down attached below ↓
Describe your attribution structure... How much are we spending on AI and what are we getting for it? what should I scale or cut?
Your graph will appear here
Create Attribution Dimension ✦ AI ASSISTANT
Your graph will appear here
How much are we spending on AI and what are we getting for it?
Joining spend across providers…
Found it. $4.3M/yr total AI spend.
Customer-facing $2.6M → $8.7M ROI.
Internal eng $1.4M · infra $0.3M.
What should I scale or cut?
Comparing ROI and uplift…
Scale customer-facing AI (3.3×).
Cut opus on routine eng tasks.
Drill-down above ↑
Describe your attribution structure... How much are we spending on AI and what are we getting for it? what should I scale or cut?
How it works

Technology investment is built in layers. So is the platform.

Investment Performance
AI ROI
Cost per Outcome
Revenue per Product
Pricing Intelligence
Portfolio Performance
Layer 3

Investment Performance

Understand what technology investment is producing. This is where the executive conversation happens.

Layer 2

Cost Attribution

Automate cost attribution to teams, products, customers, features and initiatives. Mathematical. Documented. Traceable.

Cost Attribution
Context-rich Data
Customizable Cost Dimensions
Granular Attribution
Economic Foundation
Infrastructure
Hosting
AI
SaaS
Business Context
Layer 1

Economic Foundation

Bring AI, cloud, SaaS and infrastructure costs into a single economic model. Every provider. Every environment. One complete picture.

What you can answer

The question the platform is built to answer.

Built around executive questions, not product features. Every capability in the platform exists to answer one of these.

What does this AI feature actually cost to run?

Token-level attribution mapped to feature usage, user cohort and business outcome. Not an estimate, a calculation.

What revenue is this investment generating?

Connect infrastructure spend to revenue-generating products and initiatives. See the return, not just the cost.

Which initiatives are earning their place?

Analyse

Portfolio view of every technology investment ranked by return signal. Know what to double down on and what to stop funding.

Where should capital be reallocated?

Continuous signal on underperforming investment. Not a point-in-time audit, an ongoing view of where capital is working.

Outputs

What you get.

The outputs the platform produces, and what you can do with them in executive conversations.

AI ROI
Learn more
The return on AI investment, stated in business terms — not infrastructure metrics.
Unit Economics
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The cost of delivering a unit of value — per customer, per feature, per transaction.
Cost per Outcome
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What it costs to produce a defined business result. The number that answers the board question.
Portfolio Performance
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Which investments are earning their place. The view that becomes possible when Foundation and Attribution are in place.
Executive Investment Reporting
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Board-ready reporting that connects technology spend to business performance.
Why this is different

Most tools tell you what technology costs. OPTIMAZE tells you what it produces.

Economic Foundation

Cost data enrichment

The platform uses agentic processes to continuously normalize and enrich cost data across providers, environments and billing structures. Not a manual import, a live economic model.

Attribution

Automated cost attribution

Attribution is computed, not configured. The platform maps spend to outcomes continuously, without requiring finance teams to maintain tagging taxonomies or engineers to instrument every service.

The Methodology

Mathematical. Documented. Traceable.

Every attribution decision is documented and traceable. You can take the number to the board and explain how it was derived. That is what makes it defensible.

The approach

Operationalize outcome based measurement

OPTIMAZE does not define what return means for your business. It provides the operational and financial picture so you can. The definition of value stays with the organisation.

Solutions powered by the platform

Start with the problem you already own.

Each solution addresses a specific domain of technology spend. The platform connects them to business context, so the outputs compound across your estate.

Solution

AI Economics

What is AI spend producing? Token-level attribution for every model, provider and feature, mapped to business outcome.

Explore solution

Solution

Cloud Economics

What is cloud spend producing? Full-estate visibility across all major providers and consumption mapped to workloads and business activity.

Explore solution

Coming Soon

SaaS Economics

Which licences are earning their place? Spend mapped to usage, adoption and business outcome across your SaaS estate.

Implementation

Results in an afternoon.

Start providing teams with real-time cost allocation breakdowns in an afternoon and set up unit economics in days, not months.

Get started

See how AI is eating or growing your margins

Start operationalizing your business success metrics today.

Technology Capital Performance platform that helps organisations understand which technology investments are creating value, which are underperforming, and where capital should go next.

© 2026 Optimaze Services Pty Ltd

Technology Capital Performance platform that helps organisations understand which technology investments are creating value, which are underperforming, and where capital should go next.