Technology investment, managed for the return it produces

Most organizations know what technology costs. As AI spending accelerates, far fewer can explain what it delivers.

Meet optimaze

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

What the platform shows

What is your technology spend actually delivering for the business?

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?
What the board asks

How much are we spending on AI and what are we getting for it?

How much are we spending on AI and what are we getting for it?

What optimaze delivers

$4.3M

$4.3M

Annualised AI Spend across all providers

17%

17%

Productivity gain attributed to AI-assisted workflows

3

3

Workflow automations delivering measurable output

$8.7M

$8.7M

Attributed business value from technology investment

Boards are asking harder questions.

Leaders need better answers.

Which investments are creating value?

Which investments are creating value?

Which investments are creating value?

Which are consuming capital without return?

Which are consuming capital without return?

Which are consuming capital without return?

Where should we double down?

Where should we double down?

Where should we double down?

What should we stop funding?

What should we stop funding?

What should we stop funding?

How we’re different

Why traditional technology management is no longer enough.

With every technology iteration, adoption gets faster, return becomes more unclear.

Cloud era

Cloud era

Capex to Opex

Capex to Opex

Obscurity in the name of agility. Cost spike based decisions. Stale cost dashboards.

Obscurity in the name of agility. Cost spike based decisions. Stale cost dashboards.

AI era

AI era

Opex to R&D

Opex to R&D

Adopt or die. Buy now evaluate later. Stale cost dashboards.

Adopt or die. Buy now evaluate later. Stale cost dashboards.

OPTIMAZE era

OPTIMAZE era

R&D to Capital Performance

R&D to Capital Performance

ROI-based technology decisions. Real-time economics.

ROI-based technology decisions. Real-time economics.

How it works

Most tools tell you what was spent. OPTIMAZE focuses on what was produced.

Our methodology combines financial and operational data to attribute technology investment to business outcomes at a portfolio level.

AI helps organize the information. The attribution comes from mathematical models.

01

Connect

Every technology provider. Your business context. One complete view of your technology estate.

02

Attribute

Consumption mapped to workloads, products and business activity. Mathematical. Documented. Traceable.

03

Analyze

Analyse

Where value is being created. Where investment is underperforming. What the portfolio looks like in financial terms.

04

Decide

The platform provides the real-time picture. You define what return means for your business and make the call.

Who is it for

Technology and finance are evaluating the same investment through different lenses.

CFO

Technology spend becomes a portfolio of decisions you can defend, not investments you have to keep justifying.

CTO

The economic legibility of your estate should not depend on perfect manual maintenance.

Get started

See your technology capital performance.

The question is coming, whether at the next budget review, the next renewal cycle, or the next board meeting.

The organisations that can explain what their technology investment is producing will make better decisions than those that cannot.

Why we built this
Founder Daw

Co-founder - Former VP Engineering, ROKT

Dawshiek Yogathasar

Coming from a technology business in the Ad Tech space, margin management at pace was critical. When I spoke to my peers, they all had the same issue. That's why we built OPTIMAZE.

Founder Ralf

Co-founder - Former Commercial Lead AWS

Ralf Capel

The AI race will be decided by those who know where to double down, not those who simply spend the most. We built OPTIMAZE because that answer requires a methodology, not a guess.

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.