Agentic AI Ecosystems and Platforms. Built for Australian and New Zealand Business.
From strategy to deployed AI agents to bespoke platforms — one team that demystifies AI, embeds it where work happens, and builds the systems that turn your operations into a long-term advantage.
Strategy, Enablement and Custom AI — Under One Roof.
Most AI projects stall in the gap between strategy and build. AI Surge has joined forces with Mayfly Ventures to close that gap. AI Surge guides leadership, deploys productivity AI across your team, and demystifies the journey. Mayfly engineers the bespoke platforms — the data layers, agentic workflows and vertical applications — that turn your operations into intellectual property on your balance sheet. You get one accountable partner. One coherent journey. One transformation.
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Demystified.
Plain-English strategy, leadership alignment, and a roadmap your team can follow — not a 200-slide deck that gathers dust.
Embedded.
AI woven into the systems and workflows your team already uses. No standalone tools. No "innovation lab" theatre.
Engineered.
Bespoke platforms purpose-built for your operating model — turning fragmented data and tribal knowledge into a defensible asset.
AI isn't a tool. It's a transformation.
And the businesses winning the next decade are the ones treating it that way today — with structure, governance and an integrated team behind them.
Australian Mid-Market Leaders Who Are Done Experimenting.
If you're a founder, MD or COO of a $20M–$200M business with a fragmented stack, real margin pressure, and a leadership team that knows AI matters but isn't sure where to start — you're exactly who this partnership was built for. We work with the decision-maker, move at your speed, and design every engagement around your operating model and budget.
AI That Reshapes How You Operate, Compete, and Grow.
From heavy operations to high-precision professional services, our team has shipped working AI in the industries where it matters most. Each engagement is anchored by proven playbooks and senior delivery — never starting from scratch, never an experiment at your expense.
- Predict demand with greater accuracy — reduce stockouts and overproduction
- Optimise inventory and supply chains to cut waste and improve cash flow
- Connect production, logistics and sales for real-time, end-to-end visibility
- Automate repetitive workflows — free teams for quality and innovation
- Automate quality assurance and compliance reporting — reduce errors and audit time
- Unify engineering, ops and maintenance data to predict failures and cut downtime
- Identify cost leakage invisible in manual reporting
- Standardise processes across sites for consistency and throughput
- Aggregate PLC, SCADA and ERP feeds into a single operating picture
- Predict equipment failures before they cost a shift of production
- Capture the tribal knowledge of a retiring workforce as a permanent asset
- Surface safety and incident signals before they become events
- Accelerate estimating and quoting — improve win rates, reduce commercial lag
- Real-time visibility across sites, teams and subcontractors
- Predict project risks earlier — act before issues escalate
- Replace paper-heavy handover with intelligent digital workflows
- Respond instantly to enquiries — capture jobs before competitors do
- Automate scheduling and job dispatch for smoother daily operations
- Streamline quoting, invoicing and payment reminders to accelerate cash flow
- Reduce admin pressure — give owners more time to focus on growth
- Predict yields more accurately using environmental, soil and historical data
- Optimise stock, feed and resource planning to reduce waste and improve margins
- Monitor environmental conditions in real time for timely decisions
- Drive sustainable practices through data-backed insights and automation
- Standardise document creation with consistent, high-quality outputs
- Reduce time leakage and improve billable utilisation
- Centralise institutional knowledge — accessible in seconds
- Automate admin from research to reporting
- Cut client onboarding from weeks to days with open-banking integration
- Automated, beautifully presented client reporting at scale
- Reduce reliance on offshore data entry and bespoke production cycles
- Free your advisers to focus on advice, not admin
- AI rostering that fills gaps without the 5am phone-call merry-go-round
- Voice and SMS shift-fill agents working alongside your coordinators
- Replace pen-and-paper rosters with a system staff actually use
- Compliance and reporting handled in the background
- Connect access, CRM, payments and events into one revenue layer
- Surface cross-sell opportunities sitting between disconnected systems
- Replace manual reconciliation with intelligent automation
- Give operators a single source of truth across the asset
- Aggregate vessel telemetry, parts supply chains and crew data into one view
- Predict mechanical issues before they ground a vessel mid-charter
- Streamline provisioning and crew rotation across global routes
- Replace fragmented systems with one intelligent fleet ops platform
Five Pathways. One Continuous Journey.
You don't have to commit to a transformation on day one. Most of our clients start with a half-day workshop, identify two or three quick wins worth pursuing, then graduate into productivity rollouts and bespoke builds as the business case matures. Every step is designed to deliver value on its own — and to compound when stacked.
AI Discovery Workshop
A focused half- or full-day session that aligns your leadership team, maps real opportunity to your business, and produces a quick-win backlog you can act on the next morning.
AI Strategy & Roadmap
A capability audit, prioritised use cases, an honest ROI model, a change roadmap, and the enablement plan that gets your team moving in the same direction.
AI Productivity Rollout
Claude, Copilot or Gemini deployed where your team already works — with prompt libraries, workflows, training and the change management that makes it stick.
Custom AI Platform
A bespoke build — integrated data layer, agentic workflow, reporting tool or vertical application — engineered around your operating model and owned by you.
Industry Productised Solution
A repeatable, productised platform built once and refined across an industry portfolio — bringing big-tech capability to verticals that have never had it.
"AI shouldn't feel like another disconnected project. It should feel like the moment your business stopped operating reactively — and started operating intelligently."
From First Conversation to Compounding Value.
A clear, structured path. No mystery. No vendor stitching. No twelve-month detours. Each stage delivers value on its own, and each one sets up the next.
Discover
A 30-minute consultation to understand your operating reality, challenges and ambitions.
Align
A leadership workshop that maps real AI opportunity to your business, with an opportunity map and quick-win backlog.
Roadmap
A clear strategy, ROI model and change roadmap your board can endorse and your team can execute.
Embed
AI deployed across your team with prompt libraries, workflows and the training that makes adoption stick.
Build
Bespoke platforms engineered for your highest-value opportunities — owned by you, refined over time.
Compound
Quarterly review, ongoing optimisation, and continuous expansion as new opportunities surface.
The Right Partner for Australian Mid-Market.
We're not pitching against another consultancy. We're pitching against the stalled AI initiative on your desk right now — and against the cost of waiting another quarter.
| What You Need | Big-4 Consultancy | Tooling Vendor | AI Surge × Mayfly |
|---|---|---|---|
| Time to first value | 6–12 months | Days, but unsupported | Weeks, with a partner beside you |
| Built for | Enterprise IT & procurement | End users buying licenses | Mid-market founders, MDs and COOs |
| What you walk away with | Slide deck and a roadmap | A subscription | A working platform and IP you own |
| Who delivers it | Offshore juniors | You and your team, alone | Senior, Australian-based experts |
| How AI gets adopted | Change management workstream | "Try it and see" | Embedded in your existing workflows |
| What it costs | $500K+ programmes | Per-seat licensing | Fixed advisory + build + recurring, scaled to you |
Questions Leaders Ask Us Before Engaging.
What does an AI engagement actually look like in practice?
A structured, end-to-end journey — not a collection of disconnected tools. We start with a conversation and a workshop that maps your operating reality to specific AI opportunities. From there, you choose your pace: many clients begin with a productivity rollout (results within weeks), and graduate into a bespoke platform build for their highest-value opportunity. Every stage delivers value on its own; each one sets up the next.
How is this different from working with a Big-4 consultancy?
Big-4 firms are built for enterprise procurement and ASX 100 budgets. They deliver decks and roadmaps; the build usually goes to someone else. AI Surge × Mayfly compresses strategy, enablement and engineering into one accountable, Australian-based team — moving at the speed founder-led businesses actually decide. You get senior delivery, sustained outcomes, and a platform you own at the end.
Is AI transformation only for large or technical organisations?
No. Our sweet spot is Australian mid-market — $20M to $200M in revenue, 50 to 1,000 staff, founder-led or owner-operator. If your business feels stretched, reactive, or constrained by outdated systems, AI is already relevant. Across manufacturing, construction, wealth, healthcare, property and professional services, we help organisations replace manual processes, reduce admin load, and make smarter decisions — at every scale.
What kind of results can we expect, and how quickly?
Productivity rollouts typically deliver hours-back-per-week within the first 30 days for the team using the tooling. Quick-win automations identified in workshop are usually live within 6–8 weeks. Custom platform builds — the engagements with the largest long-term ROI — are scoped to ship a working first cut within 90 days of contract. We agree the ROI model with you in workshop and review it quarterly.
How do you ensure AI is implemented responsibly and safely?
Responsible AI is the foundation, not an afterthought. Every engagement starts with governance — clear data privacy safeguards, ethical frameworks, and usage guidelines built in from day one. This builds trust with your leaders, your staff and your stakeholders, allowing your organisation to move faster with confidence rather than slower with caution.
Do we have to commit to the full journey upfront?
Not at all. Most clients start with a Discovery Workshop or a Productivity Rollout and progress from there as the business case proves itself. You're never locked in, and every engagement stands on its own. The reason the partnership exists is so that when you're ready for the next stage, the team you already trust is already there.
What happens at the consultation?
Thirty minutes, no slides, no sales script. We listen to where your business is today, what's stretching it, and where you want it heading. You walk away with a clear view of which AI plays would create real value in your specific operating model — whether you engage us or not. If there's a fit, we'll outline the next step. If there isn't, you've still got a clearer picture than when you started.
Your transformation starts with a conversation.
The businesses winning tomorrow are the ones building AI capability today. Book your obligation-free consultation and we'll design a pathway that fits your organisation, your industry, and your investment priorities.