Welcome
Welcome
Expert AI
Advisors & Builders
Expert AI
Advisors & Builders
Founded and led by ex-Google, Atlassian & Goldman Sachs engineers.
Helping you spend more time on the things that matter most to you.
Founded and led by ex-Google, Atlassian & Goldman Sachs engineers.
How can we help today ?
Founded and led by ex-Google, Atlassian & Goldman Sachs engineers.
How can we help today ?
How can we help today ?
Consulting: reinvented
for the AI era
Our AI First offerings and expertise automate the trivial and repetitive, letting you focus on what matters most to you — Whether your goal is assessing credit risk in seconds, spotting the next unicorn at Series-B or perfecting the art of sourdough in your artisan bakery.
Our AI-first offerings and expertise automate the trivial and repetitive, letting you focus on what matters most to you — Whether your goal is assessing credit risk in seconds, spotting the next unicorn at Series-B or perfecting the art of sourdough in your artisan bakery.
Consulting: reinvented
for the AI era
Our AI First offerings and expertise automate the trivial and repetitive, letting you focus on what matters most to you — Whether your goal is assessing credit risk in seconds, spotting the next unicorn at Series-B or perfecting the art of sourdough in your artisan bakery.
Our AI-first offerings and expertise automate the trivial and repetitive, letting you focus on what matters most to you — Whether your goal is assessing credit risk in seconds, spotting the next unicorn at Series-B or perfecting the art of sourdough in your artisan bakery.
Engage
Engage
Engage
How We Engage
How We Engage
01
Discover
We understand your objectives, culture, risk appetite, and the constraints in front of you.
05
Operate
We see it through to a stable handover. Report on the IC desk, agents in production, team trained. Stable before we step back.
06
Support
Engagements end. The relationship doesn't. Quarterly check-ins, follow-up questions, the long tail — we stay engaged.
02
Align
We present our findings, agree on priorities, and lock-in the way forward. Engagements drift here. Ours don't.
04
Execute
We deliver against the plan. Reports, code, agents, coaching — whatever the engagement requires.
03
Plan
We design the approach. Methodology, architecture, milestones — and the risks we've already spotted.
02
Align
We present our findings, agree on priorities, and lock-in the way forward. Engagements drift here. Ours don't.
05
Operate
We see it through to a stable handover. Report on the IC desk, agents in production, team trained. Stable before we step back.
06
Support
Engagements end. The relationship doesn't. Quarterly check-ins, follow-up questions, the long tail — we stay engaged.
01
Discover
We understand your objectives, culture, risk appetite, and the constraints in front of you.
04
Execute
We deliver against the plan. Reports, code, agents, coaching — whatever the engagement requires.
03
Plan
We design the approach. Methodology, architecture, milestones — and the risks we've already spotted.
01
Discover
We understand your objectives, culture, risk appetite, and the constraints in front of you.
03
Plan
We design the approach. Methodology, architecture, milestones — and the risks we've already spotted.
05
Operate
We see it through to a stable handover. Report on the IC desk, agents in production, team trained. Stable before we step back.
02
Align
We present our findings, agree on priorities, and lock-in the way forward. Engagements drift here. Ours don't.
04
Execute
We deliver against the plan. Reports, code, agents, coaching — whatever the engagement requires.
06
Support
Engagements end. The relationship doesn't. Quarterly check-ins, follow-up questions, the long tail — we stay engaged.
02
Align
We present our findings, agree on priorities, and lock-in the way forward. Engagements drift here. Ours don't.
03
Plan
We design the approach. Methodology, architecture, milestones — and the risks we've already spotted.
05
Operate
We see it through to a stable handover. Report on the IC desk, agents in production, team trained. Stable before we step back.
01
Discover
We understand your objectives, culture, risk appetite, and the constraints in front of you.
04
Execute
We deliver against the plan. Reports, code, agents, coaching — whatever the engagement requires.
06
Support
Engagements end. The relationship doesn't. Quarterly check-ins, follow-up questions, the long tail — we stay engaged.
AI First Consulting
The new way to accelerate outcomes
Traditional consulting was designed around the cost of human knowledge & experience. That has changed as AI has become the compression algorithm for experience. So, we didn't bother updating the consulting model — we wrote a new one. Senior engineers from day one, amplified by agents trained on our own experience. Working alongside the same agents we'd ship to you. No junior bench, no learning on your time, no surprise ramp-up tax. Every tool we recommend, we use ourselves. Every agent we ship, we run internally first. AI-first isn't a slogan — it's our operating model.
Traditional consulting was designed around the cost of human knowledge & experience. That has changed as AI has become the compression algorithm for experience. So, we didn't bother updating the consulting model — we wrote a new one. Senior engineers from day one, amplified by agents trained on our own experience. Working alongside the same agents we'd ship to you. No junior bench, no learning on your time, no surprise ramp-up tax. Every tool we recommend, we use ourselves. Every agent we ship, we run internally first. AI-first isn't a slogan — it's our operating model.
AI First Consulting
The new way to accelerate outcomes
Traditional consulting was designed around the cost of human knowledge & experience. That has changed as AI has become the compression algorithm for experience. So, we didn't bother updating the consulting model — we wrote a new one. Senior engineers from day one, amplified by agents trained on our own experience. Working alongside the same agents we'd ship to you. No junior bench, no learning on your time, no surprise ramp-up tax. Every tool we recommend, we use ourselves. Every agent we ship, we run internally first. AI-first isn't a slogan — it's our operating model.
Traditional consulting was designed around the cost of human knowledge & experience. That has changed as AI has become the compression algorithm for experience. So, we didn't bother updating the consulting model — we wrote a new one. Senior engineers from day one, amplified by agents trained on our own experience. Working alongside the same agents we'd ship to you. No junior bench, no learning on your time, no surprise ramp-up tax. Every tool we recommend, we use ourselves. Every agent we ship, we run internally first. AI-first isn't a slogan — it's our operating model.
AI First Consulting
The new way to accelerate outcomes
Traditional consulting was designed around the cost of human knowledge & experience. That has changed as AI has become the compression algorithm for experience. So, we didn't bother updating the consulting model — we wrote a new one. Senior engineers from day one, amplified by agents trained on our own experience. Working alongside the same agents we'd ship to you. No junior bench, no learning on your time, no surprise ramp-up tax. Every tool we recommend, we use ourselves. Every agent we ship, we run internally first. AI-first isn't a slogan — it's our operating model.
Traditional consulting was designed around the cost of human knowledge & experience. That has changed as AI has become the compression algorithm for experience. So, we didn't bother updating the consulting model — we wrote a new one. Senior engineers from day one, amplified by agents trained on our own experience. Working alongside the same agents we'd ship to you. No junior bench, no learning on your time, no surprise ramp-up tax. Every tool we recommend, we use ourselves. Every agent we ship, we run internally first. AI-first isn't a slogan — it's our operating model.
Services
Our Services
All services
All services
Services
Our Services
All services
All services
Services
Services
Advisory & Consulting
AI Readiness Assessment
An honest read on whether AI fits your business: What to start with, what to ignore, and what it'll cost — before you spend a dollar finding out.
Find out more
Find out more
Advisory & Consulting
AI Readiness Assessment
An honest read on whether AI fits your business: What to start with, what to ignore, and what it'll cost — before you spend a dollar finding out.
Find out more
Find out more
Advisory & Consulting
AI Readiness Assessment
An honest read on whether AI fits your business: What to start with, what to ignore, and what it'll cost — before you spend a dollar finding out.
Find out more
Find out more
Advisory & Consulting
AI Strategy & Enablement
A board-grade AI strategy that ties ambition to weekly engineering decisions: what to build, what to buy, what to ignore, and in what order.
Find out more
Find out more
Advisory & Consulting
AI Strategy & Enablement
A board-grade AI strategy that ties ambition to weekly engineering decisions: what to build, what to buy, what to ignore, and in what order.
Find out more
Find out more
Advisory & Consulting
AI Strategy & Enablement
A board-grade AI strategy that ties ambition to weekly engineering decisions: what to build, what to buy, what to ignore, and in what order.
Find out more
Find out more
Advisory & Consulting
Executive Coaching
1:1 and group coaching for CxOs and executive leadership teams facing AI-era decisions: capability, capital allocation, and the conversations leadership often avoids.
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Advisory & Consulting
Executive Coaching
1:1 and group coaching for CxOs and executive leadership teams facing AI-era decisions: capability, capital allocation, and the conversations leadership often avoids.
Find out more
Find out more
Advisory & Consulting
Executive Coaching
1:1 and group coaching for CxOs and executive leadership teams facing AI-era decisions: capability, capital allocation, and the conversations leadership often avoids.
Find out more
Find out more
Advisory & Consulting
Due Dilligence
AI, tech-stack, cost optimization due diligence for buy-side, sell-side and exit prep — the report your investment committee can defend in a board meeting.
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Advisory & Consulting
Due Dilligence
AI, tech-stack, cost optimization due diligence for buy-side, sell-side and exit prep — the report your investment committee can defend in a board meeting.
Find out more
Find out more
Advisory & Consulting
Due Dilligence
AI, tech-stack, cost optimization due diligence for buy-side, sell-side and exit prep — the report your investment committee can defend in a board meeting.
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Advisory & Consulting
Mergers & Acquisitions
Three audits that test the deal narrative: the tech debt that surfaces post-close, the IP moat that justifies the multiple, and whether the AI core is durable.
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Advisory & Consulting
Mergers & Acquisitions
Three audits that test the deal narrative: the tech debt that surfaces post-close, the IP moat that justifies the multiple, and whether the AI core is durable.
Find out more
Find out more
Advisory & Consulting
Mergers & Acquisitions
Three audits that test the deal narrative: the tech debt that surfaces post-close, the IP moat that justifies the multiple, and whether the AI core is durable.
Find out more
Find out more
Advisory & Consulting
Fractional CxO Leadership
Fractional CTO, CIO, CAIO, CISO or CDO for portfolio companies and SMBs that need senior technology judgement before a full-time C-suite hire is justified.
Find out more
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Advisory & Consulting
Fractional CxO Leadership
Fractional CTO, CIO, CAIO, CISO or CDO for portfolio companies and SMBs that need senior technology judgement before a full-time C-suite hire is justified.
Find out more
Find out more
Advisory & Consulting
Fractional CxO Leadership
Fractional CTO, CIO, CAIO, CISO or CDO for portfolio companies and SMBs that need senior technology judgement before a full-time C-suite hire is justified.
Find out more
Find out more
About Us
About Us
Experienced
Experienced
We've refined our craft across some of the world's biggest tech and financial services firms — building the platforms they run on, hardening them under real load, and shipping AI in production long before it had a name. That's the benchmark every engagement starts with.
We've refined our craft across some of the world's biggest tech and financial services firms — building the platforms they run on, hardening them under real load, and shipping AI in production long before it had a name. That's the benchmark every engagement starts with.
We've refined our craft across some of the world's biggest tech and financial services firms — building the platforms they run on, hardening them under real load, and shipping AI in production long before it had a name. That's the benchmark every engagement starts with.
100's
Successful Projects
100%
Senior Partner led Delivery
100yrs+
Combined Experience
3
Founders ex-FAANG
100's
Successful Projects
100%
Senior Partner led Delivery
100yrs+
Combined Experience
3
Founders ex-FAANG
100's
Successful Projects
100%
Senior Partner led Delivery
100yrs+
Combined Experience
3
Founders ex-FAANG
Our team come from:
Our team come from:
Our team come from:
Reviews
Reviews
Trusted
Trusted
"
"
"Accelerated our timelines"
“Drastically improved our project delivery milestones.”
Project Manager
Westpac Banking Corporation
"
"
"Materially improved our AI literacy"
“Future-focused, ramped the team on advanced concepts like AI skills & sub-agent routines.”
Senior Product Owner
Atlassian
"
"
"Complexity, simplified."
“They have a rare talent for being able to understand their technology and then translate that to plain English.”
Senior Manager
Westpac Banking Corporation
"
"
"AI-first, automation by default."
If SRE is what happens when engineers design an operations team, Millwater Consulting is what happens when they design a consulting firm. AI-first, automation by default, running code instead of slide decks.
Trent Mason
CEO, Masons
"
"
"Accelerated our timelines"
“Drastically improved our project delivery milestones.”
Project Manager
Westpac Banking Corporation
"
"
"Materially improved our AI literacy"
“Future-focused, ramped the team on advanced concepts like AI skills & sub-agent routines.”
Senior Product Owner
Atlassian
"
"
"Complexity, simplified."
“They have a rare talent for being able to understand their technology and then translate that to plain English.”
Senior Manager
Westpac Banking Corporation
"
"
"AI-first, automation by default."
If SRE is what happens when engineers design an operations team, Millwater Consulting is what happens when they design a consulting firm. AI-first, automation by default, running code instead of slide decks.
Trent Mason
CEO, Masons
"
"
"Accelerated our timelines"
“Drastically improved our project delivery milestones.”
Project Manager
Westpac Banking Corporation
"
"
" improved our AI literacy"
“Future-focused, ramped the team on advanced concepts like AI skills & sub-agent routines.”
Senior Product Owner
Westpac Banking Corporation
"
"
"Complexity, simplified."
“They have a rare talent for being able to understand their technology and then translate that to plain English.”
Senior Manager
Westpac Banking Corporation
"
"
"AI-first, automation by default."
If SRE is what happens when engineers design an operations team, Millwater is what happens when they design a consulting firm. AI-first, automation by default, running code instead of slide decks.
Trent Mason
CEO, Masons
"
"
"Accelerated our timelines"
“Drastically improved our project delivery milestones.”
Project Manager
Westpac Banking Corporation
"
"
" improved our AI literacy"
“Future-focused, ramped the team on advanced concepts like AI skills & sub-agent routines.”
Senior Product Owner
Westpac Banking Corporation
"
"
"Complexity, simplified."
“They have a rare talent for being able to understand their technology and then translate that to plain English.”
Senior Manager
Westpac Banking Corporation
"
"
"AI-first, automation by default."
If SRE is what happens when engineers design an operations team, Millwater is what happens when they design a consulting firm. AI-first, automation by default, running code instead of slide decks.
Trent Mason
CEO, Masons
Blog
Blog
Latest Insights
Latest Insights
AI is the Compression Algorithm for Experience
Patrick Sullivan
AI Transformation
AI is the Compression Algorithm for Experience
Patrick Sullivan
AI Transformation
The Agentic Divide: Is Google Missing the "Centralized Agent" Trick?
Rishi Prasad
AI Transformation
The Agentic Divide: Is Google Missing the "Centralized Agent" Trick?
Rishi Prasad
AI Transformation
Systems not answers: The mindset change required to embrace AI successfully.
Rishi Prasad
AI Transformation
Systems not answers: The mindset change required to embrace AI successfully.
Rishi Prasad
AI Transformation
FAQ
FAQ
Frequently Asked Questions
FAQ
What types of businesses do you work with?
We work with organizations across various industries, from growing startups to established companies. Our approach is flexible and tailored to each client’s specific goals and challenges.
How does your consulting process begin?
Every engagement starts with a discovery phase where we learn about your business, objectives, and current challenges. This allows us to develop a strategy that aligns with your needs.
Whereabouts are you based?
We have consultants based in the US, Australia & New Zealand. We work with companies all around the world however.
Do you work with internal teams?
Yes. Collaboration with internal teams is a key part of our approach. We work closely with stakeholders to ensure that strategies can be effectively implemented.
What industries do you specialize in?
Our experience spans multiple industries, including technology, professional services, and growing digital businesses.
Ready to Move Your Business Forward?
Connect with our team to discuss your challenges and discover solutions designed to help your business move forward.
Ready to Move Your Business Forward?
Connect with our team to discuss your challenges and discover solutions designed to help your business move forward.
Ready to Move Your Business Forward?
Connect with our team to discuss your challenges and discover solutions designed to help your business move forward.
Ready to Move Your Business Forward?
Connect with our team to discuss your challenges and discover solutions designed to help your business move forward.