Less complicated
Productised AI systems that snap into the way you already work.
In partnership with

Official observability and
performance partner
Giving every system we build real-time visibility into how it's actually performing

Accounting and ERP integration partner
Accounting and ERP integration partner
Connecting the financial and operational systems businesses already run on.
Cloud infrastructure partner
Secure, scalable cloud foundations for every system we build and run.
Platforms and tech stacks we work in
Web & mobile
React
React
Next.js
Next.js
React Native
React Native
Flutter
Flutter
Vercel
Vercel
TypeScript
AI platforms
Anthropic
Anthropic
OpenAI
OpenAI
Gemini
Llama
Ollama
LangChain
Backend & data
.NET
.NET
PHP
PHP
MongoDB
MongoDB
Firebase
Firebase
Elasticsearch
Elasticsearch
Node.js
Cloud & DevOps
Docker
Docker
Kubernetes
Kubernetes
Terraform
Terraform
Cloudflare
Cloudflare
Microsoft
Microsoft
AWS
The problem
AI doesn’t fail because the technology isn’t ready. It fails when it’s dropped into a business without the judgement, care, and expertise to make it work.
AI doesn’t fail because the technology isn’t ready. It fails when it’s dropped into a business without the judgement, care, and expertise to make it work.
AI doesn’t fail because the technology isn’t ready. It fails when it’s dropped into a business without the judgement, care, and expertise to make it work.
We close that gap through productised AI systems, embedded engineering talent, and hands-on advisory — so adopting AI feels less intimidating and more human.
We close that gap through productised AI systems, embedded engineering talent, and hands-on advisory — so adopting AI feels less intimidating and more human.
We close that gap through productised AI systems, embedded engineering talent, and hands-on advisory — so adopting AI feels less intimidating and more human.
Productised AI systems that snap into the way you already work.
The judgement, care, and expertise that make AI actually work.
Senior engineers working inside your team, without the hiring cycle.
Advisors who take you from a two-week sprint to full governance.
Hands-on advisory, so adopting AI feels less intimidating.
Every system integrates with what you already run.
Productised AI systems that snap into the way you already work.
The judgement, care, and expertise that make AI actually work.
Senior engineers working inside your team, without the hiring cycle.
Advisors who take you from a two-week sprint to full governance.
Hands-on advisory, so adopting AI feels less intimidating.
Every system integrates with what you already run.
Productised AI systems that snap into the way you already work.
The judgement, care, and expertise that make AI actually work.
Senior engineers working inside your team, without the hiring cycle.
Advisors who take you from a two-week sprint to full governance.
Hands-on advisory, so adopting AI feels less intimidating.
Every system integrates with what you already run.
Productised AI systems that snap into the way you already work.
The judgement, care, and expertise that make AI actually work.
Senior engineers working inside your team, without the hiring cycle.
Advisors who take you from a two-week sprint to full governance.
Hands-on advisory, so adopting AI feels less intimidating.
Every system integrates with what you already run.
Productised AI systems that snap into the way you already work.
The judgement, care, and expertise that make AI actually work.
Senior engineers working inside your team, without the hiring cycle.
Advisors who take you from a two-week sprint to full governance.
Hands-on advisory, so adopting AI feels less intimidating.
Every system integrates with what you already run.
Productised AI systems that snap into the way you already work.
The judgement, care, and expertise that make AI actually work.
Senior engineers working inside your team, without the hiring cycle.
Advisors who take you from a two-week sprint to full governance.
Hands-on advisory, so adopting AI feels less intimidating.
Every system integrates with what you already run.
Solution
Pick the shape of help that fits: a product that snaps in, senior people who embed, or advisors who take you from a two-week sprint to full governance.
Pick the shape of help that fits: a product that snaps in, senior people who embed, or advisors who take you from a two-week sprint to full governance.
Proof
Real outcomes from AI systems built inside real operations,
not lab demos.
70+ hrs
saved per team, per month
60%
compliance time cut
$0
to start with the Incubator
Case studies
Explore what we’ve built, for businesses like yours.
Explore what we’ve built, for businesses like yours.
Testimonials

“Access to high-quality engineering talent gave us the confidence to scale our projects more reliably.”
Name TBC
Role TBC, Wunderman Thompson

“The tech lead assigned to our project was extremely capable, provided valuable input beyond the brief, and delivered courteously and professionally throughout.”
Name TBC
Role TBC, PragmaTech

“The level and quality of candidates provided is of the highest standard.”
Name TBC
Role TBC, InCorp Advisory Australia
Testimonials

“Access to high-quality engineering talent gave us the confidence to scale our projects more reliably.”
Name TBC
Role TBC, Wunderman Thompson

“The tech lead assigned to our project was extremely capable, provided valuable input beyond the brief, and delivered courteously and professionally throughout.”
Name TBC
Role TBC, PragmaTech

“The level and quality of candidates provided is of the highest standard.”
Name TBC
Role TBC, InCorp Advisory Australia
Testimonials

“Access to high-quality engineering talent gave us the confidence to scale our projects more reliably.”
Name TBC
Role TBC, Wunderman Thompson

“The tech lead assigned to our project was extremely capable, provided valuable input beyond the brief, and delivered courteously and professionally throughout.”
Name TBC
Role TBC, PragmaTech

“The level and quality of candidates provided is of the highest standard.”
Name TBC
Role TBC, InCorp Advisory Australia
AI Council Incubator
Every quarter, we open two seats in the AI Council Incubator. We build one real AI system inside your operations, at no cost, and prove it works in six weeks. A working system and tailored expertise to fit your business operations seamlessly.
Two seats · this quarter is open
AI Council Incubator
Every quarter, we open two seats in the AI Council Incubator. We build one real AI system inside your operations, at no cost, and prove it works in six weeks. A working system and tailored expertise to fit your business operations seamlessly.
Two seats · this quarter is open
AI Council Incubator
Every quarter, we open two seats in the AI Council Incubator. We build one real AI system inside your operations, at no cost, and prove it works in six weeks. A working system and tailored expertise to fit your business operations seamlessly.
Two seats · this quarter is open
Resources
Find out where AI creates the most value. Five minutes.
Open the checklistFind out where AI creates the most value. Five minutes.
Open the checklistFAQ
The things AU and UK operations leaders ask us first.
The things AU and UK operations leaders ask us first.
We build AI into your highest-friction workflows and prove the result, typically within six weeks.
Yes. humaniseAI is the new name for Swivel’s technology, finance, and AI capability, brought together under one brand. Your contract, your team, and your point of contact don’t change.
Our flagship offer. One working AI system, built into your operations, at no cost. Two organisations a quarter.
No. Every system integrates with what you already run. Zero disruption is a core design requirement.
Yes. Every recommendation is traceable to source, every action logged.

Contact
A 45-minute scoping call. We’ll tell you honestly whether we can help. No follow-up pitch if we can’t.

Contact
A 45-minute scoping call. We’ll tell you honestly whether we can help. No follow-up pitch if we can’t.

Contact
A 45-minute scoping call. We’ll tell you honestly whether we can help. No follow-up pitch if we can’t.