Enterprise AI Transformation · Australia

Your Trusted AI Transformation Partner

We help enterprises set and execute their AI strategy across their products, processes, and people.

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Custom-scoped engagements · Senior engineers only · No retainer lock-in

73% faster delivery

12 wk to production

The Problem

The end of traditional consulting.

In 1926, McKinsey invented traditional management consulting.
In 2025, Stack10 is reinventing it.

The major firms still sell theoretical roadmaps, multi-year “Digital Transformations,” and 200-page decks engineered to maximise billable hours, not business value.

The board approves the budget. A senior partner presents the vision. Juniors do the work. Six months later you are left with a strategy deck you can’t execute, a pilot stuck in review, and a proposal for the next engagement to fix the first one.

And if they do finally ship — AI will be built on the same broken processes the deck was built on — it doesn’t fix your operations and automates dysfunction at scale.

This is why we built Stack10.

“The board approved a $300K AI investment. 12 months later: a strategy deck and a stalled proof-of-concept.”

“We deployed Copilot company-wide. Nobody uses it. Nobody knows why.”

“We automated a process we didn’t understand. Now we have a faster version of the same problem.”

Our solutions

Three products. A clear progression.

Choose where to start based on where you are. Every engagement is custom-scoped — no retainers, no ambiguity.

Stack Discover

The intelligence layer

Surface real AI opportunities from your operational data before a line of code is written.

Explore

Stack Build

The execution layer

Senior AI engineers ship production systems on story points. Full IP transfer. No retainer.

Explore

Stack Scale

The adoption layer

Embed AI into daily workflows by role. Measured at 30, 60, and 90 days — not slide decks.

Explore

Case Studies

AI that ships. Results that prove it.

Healthcare Stack Build

From manual reporting to instant AI intelligence — across 50 practices and $111M in production

A PE-backed healthcare group's analytics team was entirely dedicated to pulling reports across 50 practices, 311,000 patient records, and 130 KPIs. Stack10 deployed four interconnected AI systems — a plain-English intelligence layer, an autonomous WHS compliance agent, a cross-entity Xero reconciliation tool, and an automated procurement workflow. Leaders now get answers in seconds. Quarterly compliance work dropped from 80 hours to under one.

98% reduction in compliance processing time

50 practices connected across 8 states

Why Stack10

Five reasons clients choose us over the alternatives.

Not promises. Not frameworks. Reasons grounded in how we're structured, how we price, and what we've committed to delivering.

Output pricing, not hours

We charge for story points delivered. Our incentives are aligned with your results — not with keeping the engagement running longer than it needs to be.

Senior engineers. No exceptions.

We don't bait-and-switch. The engineers who scope your engagement are the engineers who build it. No juniors learning on your budget. No bench warmers billing time.

Process truth before AI

We don't build AI on broken processes. Our process intelligence layer — powered by Keystone Intelligence — validates process health before a single line of code is written. No automating dysfunction.

Validated ROI. Not promised.

Post-deployment process mining confirms real impact against your pre-build baseline. We don't claim outcomes — we prove them with data. Dashboards, not decks.

Every engagement proves value in 90 days or less

We're not here to start a multi-year relationship before delivering anything. Every engagement produces a concrete, measurable output in a defined timeframe — then we earn the right to do more.

How we protect you

Data misuse. Vendor lock-in. Broken processes. Unproven tools. These are the silent killers of AI investment.

We've built our entire engagement model around preventing them.

We read the terms. You shouldn't have to.

Every major AI platform has data training clauses most businesses never see. We check every integration so your data doesn't feed someone else's model.

When we leave, so does our invoice. Nothing else.

Everything we custom-build is yours — code, models, documentation. No lock-in, no ongoing fees.

We don't automate broken processes.

AI built on a flawed process doesn't fix the problem — it accelerates it. We validate what's underneath before we write a line of code.

We use what we recommend.

We've tried and tested every tool so you don't have to — ensuring your AI investment makes it to production.

FAQ

Common questions, straight answers.

No marketing speak. If you have a question that isn't here, ask us directly.

How is Stack10 different from a traditional consulting firm?

Traditional firms charge by the hour and are incentivised to keep engagements running. We charge by story points delivered — so our incentives are aligned with your outcomes, not your invoice. Every engagement has a fixed scope, a defined deliverable, and a 90-day ceiling. We don't extend engagements to pad revenue.

Who actually does the work?

Senior engineers. Always. There is no bait-and-switch — the people who scope your engagement are the people who build it. We don't run a junior bench learning on client budgets, and we don't offshore delivery.

What does "story points" pricing actually mean?

Story points are a unit of work — a way to measure and price software delivery by output rather than time. Before the engagement starts, we agree on a scope and a point budget. You see exactly what you're paying for and what you'll receive. If we deliver faster than expected, you don't pay for unused time.

Do we own the code and IP at the end?

Yes — completely. Every line of custom code, every model, every integration, and all documentation transfers to you at engagement close. There is no ongoing licence, no platform dependency, no retainer to maintain access. When we leave, so does our invoice. Nothing else.

How long does a typical engagement take?

It depends on where you start. Stack Discover runs for two to eight weeks depending on depth and produces a prioritised opportunity map. Stack Build typically ships in eight weeks. Stack Scale runs over 90 days with measurable adoption checkpoints at 30, 60, and 90 days. All three are designed to produce a concrete result before we ask for anything further.

We already have an AI pilot. Can Stack10 still help?

Yes — this is one of the most common situations we step into. A stalled pilot usually means one of three things: the wrong process was automated, the model was never validated against production data, or there was no change management. Stack Discover can diagnose which it is and produce an honest assessment of whether it's worth rescuing or replacing.

Is our data safe? Will it be used to train AI models?

We review every platform's data terms before recommending it — most enterprises never read them, and some have training clauses buried in the defaults. We configure every integration to opt out of training programmes where possible, and we document our decisions so your legal and compliance teams can verify them independently.

What size businesses do you work with?

Our sweet spot is Australian mid-market enterprises — typically $50M–$500M in revenue with 100 to 2,500 employees. These organisations have real operational complexity but aren't large enough to absorb the overhead of a Big 4 engagement. If you're outside that range, we'll tell you honestly whether we're the right fit.

Ready to stop piloting and start shipping?

Book a 30-minute Discovery Call. We'll tell you whether Stack10 is the right fit for your situation — and if not, we'll tell you honestly who is.

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No commitment required · 30 minutes · Custom-scoped engagements · Senior engineers only