How Mayfly works/Melbourne

Find the opportunity worth building.

Mayfly helps turn uncertainty into a clear opportunity, then takes it through design, engineering and implementation.

Explore where you could start ↓
An animation of a neural network drawn right across the page. What your business knows enters as a column of nodes on the left; signals travel from layer to layer along thin curved connections, lighting the nodes they pass; and the layers narrow to a single violet output on the right, labelled into one system, with an arrow leading on from it. A bracket ties the first label to the inputs and a line ties the second to the output. Every few seconds the network lights the one route it has settled on.

Start here / A short conversation

Where are you starting from?

You do not need a finished idea. Choose what sounds closest to where you are now.

  1. 01Where you are
  2. 02Where we would start
  3. 03What happens next

Step 01 / 03

Mayfly asks

Which sounds closest to where you are now?

Pick the closest match. You can go back and change your answer at any point.

You said

We already have an idea.

Mayfly would start by testing the idea against the business problem, the people who would use it, the systems and data already available, and the commercial value it could create.

The goal is to understand whether the idea should stay as it is, change shape or point us towards a stronger opportunity.

What we would clarify

  • Business problem
  • Who needs it
  • Value created
  • Technical feasibility
  • Best path forward
You said

We know the problem, not the solution.

That is often a strong place to start.

We look at how the work happens today, where time and expertise are being consumed and what a better outcome would be worth.

From there, we determine what kind of system could make the biggest difference.

You said

We know AI matters, but not where to apply it.

We start with the business rather than a list of AI capabilities.

We look for areas where capacity, quality, margin, delivery or customer value are being constrained, then compare the options on commercial value and feasibility.

The result is a prioritised place to start.

You said

We see something that could become bigger than an internal tool.

Sometimes solving an internal problem reveals something bigger.

A process, dataset, method or piece of expertise inside your business may also solve a problem for customers or for others in your industry.

We test both the internal value and the wider commercial opportunity before deciding what should be built.

Next

What happens next?

Whatever your starting point, the first stage should give you clarity on:

Choose one
Where we would start
The first stage
  1. The problem worth solving
  2. The opportunity with the strongest case
  3. What it could be worth
  4. What should be built first
  5. Whether it should strengthen your business, become something you can take to market, or do both
See the full process ↓

01/Understand

Start by finding where the value is.

We work with your team to understand how the business operates, where valuable knowledge sits, what systems and data already exist and what result would make the investment worthwhile.

Then we compare the opportunities and build the commercial case around the ones that deserve attention.

Typical first stage

2 weeks

Enough time to understand the business, test the commercial case and define what should happen next.

We look at

  • Business goals
  • Workflows and decisions
  • Your team’s knowledge
  • Existing systems and data
  • Customer needs
  • Commercial value
  • Technical feasibility

What you leave with

  • A prioritised opportunity
  • An initial commercial case
  • A recommended first move
  • A clear view of what needs to happen next

Once the opportunity is clear, there are two ways it can grow.

A prioritised opportunity

Build inside the business

Turn the knowledge and workflows already inside the company into systems your team can use.

This could mean improving delivery, reducing repetitive effort, making expert knowledge easier to access, supporting better decisions or increasing the capacity of the existing operation.

Outcome

A stronger core business.

Build beyond the business

Sometimes the value extends beyond your organisation.

What starts as an internal system can become a digital product, service or platform for customers, an industry or a wider market.

We test whether that market is real before deciding how far to take it.

Outcome

A new product or revenue stream built from what your business already knows.

The two paths are not mutually exclusive.

An internal system can prove its value inside the business first, then become something that can be offered more widely.

02/Deliver

Build something people can actually use.

We do not hand the work from a strategy team to a build team. The same commercial case continues through product, design and engineering.

Once the direction is clear, the work moves into product definition, design and engineering.

What gets built depends on the problem. It might be an internal system for your own team. It might be a customer-facing product. It might begin as one and develop into the other.

How we work
Your experts stay involved throughout. Their knowledge shapes the system while Mayfly keeps the commercial, product and technical decisions connected.
The work can include
  • Product definition
  • Workflow and experience design
  • AI and software engineering
  • Integration with existing systems
  • Testing with real users
  • Implementation into the business
Current pathway
01Prototype1 sprint
02Design and Build5 to 12 sprints

03/Evolve

What works can become more valuable over time.

Once something is live, we learn from how it performs in the real business.

We stay involved where there is value in improving the system, extending its use or pursuing the next opportunity it reveals.

That may mean:

  • Improving the original system
  • Rolling it out to more people or teams
  • Adding new capabilities
  • Turning an internal system into a market-facing product
  • Taking a product into a new industry or wider market
Wider markets
Customer-facing opportunities
More use cases
More teams
Live system

FAQ

Common questions about the process.

How long does the process take?

The first stage typically takes two weeks. What follows depends on scope. A prototype is one sprint, while larger design and build work typically runs across 5 to 12 sprints.

Do we need an internal AI team?

No. We work with the people who understand your business and connect that knowledge with product, design and engineering capability.

Can something built for our business become a product for the wider market?

Yes. Some systems begin by solving a problem inside the business and reveal broader value once they are working. We can assess the external market separately before deciding whether to expand it.

What happens on the first call?

A free 30 minute conversation about where the business is under pressure and what a worthwhile result would look like. You leave with an honest view of whether AI belongs there, what a sensible first step is and whether we are the right fit. No brief or preparation is needed.

What is an AI readiness assessment, and is the first stage one?

An AI readiness assessment checks whether a business has the data, systems, people and commercial case to make AI worthwhile. The two-week first stage covers that ground and goes further: it ranks the opportunities, builds an initial commercial case and recommends what to build first, or whether to build at all.

What is the difference between AI consulting and AI automation?

AI automation applies tools to a task that is already understood, such as drafting replies or sorting documents. AI consulting decides which problems are worth solving, what they are worth and what should be built. We do the second, then design and build the result, so the strategy and the system come from the same team.

What happens after the system is live?

We learn from how it performs in the real business and stay involved where improvement, wider rollout or a new opportunity justifies it. That can mean refining the original system, extending it to more teams, adding capabilities or turning it into a product for a wider market.

Start with where you are.

Bring us the idea, the business problem or the opportunity you are still trying to make sense of.

Mayfly works in stages, so the investment grows with the evidence. Each stage makes the next decision clearer.

Book a discovery call

Free 30 minute call · Melbourne, Australia