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AI BUSINESS & PRODUCT DEVELOPMENT

Your idea.
A working first release.

Turn an AI business idea into a scoped product, prototype and working first release. Sydney-based product design, AI integration and custom software development for Australian founders and teams.

Discuss your AI business idea

You bring the customer problem. We help shape and build the product. Start with the person who will use it, the job they need to finish and the smallest release that lets you test the idea with them.

Need an agent for an existing business?

FROM IDEA TO SOMETHING USABLE

Build the part
that proves useful.

A prototype and a production product answer different questions. We agree the scope of each stage so you know what you are commissioning.

Shape your first release
  1. 01

    Define the customer job

    Identify the user, their current process and the result your product should deliver. Agree what needs to be learned before committing to implementation.

  2. 02

    Scope a first release

    Choose the essential user journey, inputs, AI features and integrations. Separate launch requirements from ideas for later.

  3. 03

    Make the idea testable

    Use a scoped prototype to review the experience and sample outputs. Make its limitations clear and gather feedback before widening the build.

  4. 04

    Build the working product

    Implement the agreed interface, AI workflow and system connections. Review working milestones and test against the acceptance criteria.

  5. 05

    Plan the operation

    Agree hosting, account access, model usage, support, documentation and ownership. Define how feedback and changes will be handled after release.

THE QUESTIONS BEHIND THE BUILD

Give the idea
a practical brief.

These decisions affect the product you need and the cost of operating it.

CUSTOMER

What will someone use it for?

Describe a real job and how the customer handles it today. A useful first release needs a specific user journey.

INFORMATION

What does it need to know?

Identify your source material, permissions and what should happen when the product cannot find a reliable answer.

OPERATIONS

What happens after the demo?

Plan account ownership, usage costs, monitoring, human support and how changes will be tested.

CLEAR COMMERCIALS

Know the build cost.
Understand the running cost.

Fixed-price quotes. Most projects start from AUD $5,000, and small jobs are welcome.

A delivery quote covers the agreed work. Model calls, third-party software, hosting and ongoing support should be identified separately. We discuss the expected usage and integration requirements before proposing the implementation.

We provide product design and engineering. Customer demand, pricing decisions and commercial results still need to be tested by your business.

BEFORE WE BEGIN

Questions about building an AI business.

Can we start with an idea rather than a specification?

Yes. Explain the customer, the problem and how you think AI could help. We can help turn that into a bounded discovery, prototype or implementation scope.

Can you build a minimum viable product?

Yes. We can scope and build a first release around the essential user journey. The proposal should say which features, integrations and operating requirements are included and which are deferred.

Can you add AI to an existing product?

Yes. We assess the existing software, integration points and the user task, then propose a defined improvement. You may need a workflow or a small feature rather than a separate application.

Will we own the code and accounts?

Source-code ownership, licences, account access and handover are agreed in the proposal. Raise any investor, hosting or procurement requirements before implementation.

How long does it take to launch?

Timing depends on scope, integrations, information readiness and review requirements. We agree milestones and dependencies in the delivery plan. There is no single reliable deadline for every AI product.

LOOK AT THE WORK

See the engineering.
Meet the people.

Our public products let you inspect the interface and its sources. Our delivery experience and owned projects are explained separately.

Try our public data products Read our Data Lab case study Plan an AI consulting engagement Read the delivery experience Meet our founder

YOUR NEXT STEP

Let’s make the idea concrete.

Tell us who it is for, what it should do and what you want to learn first.

Start the conversation

Fixed-price quotes. Most projects start from AUD $5,000, and small jobs are welcome.