AI engineering studio
The busywork eating your team's week. We automate it.
Engineers and AI specialists who ship working software, not slide decks. Whether you are starting out, experimenting, or scaling what already works, we put AI to work inside the tools your team uses every day.
Kuantum AI Readiness Scorecard
5 min · 16 questions · sector-tuned
Question 5 of 16 · Pain area
Where does the friction live in your week?
WHY WE ASK
The biggest AI payback usually lives in whatever eats your week. We start here so the recommendations target the right corner.
Trusted by teams across the UK
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
- Professional services
- Legal
- Finance
- E-commerce
- Trades & construction
- SaaS & tech
The problem
Every week, hours vanish into work nobody should be doing by hand.
Invoices, forms, reconciliation, status updates, the same report every Monday. It is repetitive, it is structured, and it is exactly what AI is good at. We find the work draining your week and ship AI that takes it on, inside the tools you already use. No rip and replace.
- 01Invoices−3h / wk
- 02Forms & intake−2h / wk
- 03Reconciliation−4h / wk
- 04Status updates−2h / wk
- 05The Monday report−1h / wk
What we build
Five ways we get your week back.
Every engagement starts with the work that is actually slowing you down, not a technology looking for a problem.
From idea to live in six weeks.
A fixed shape, plain English, and working software you can measure. No open-ended retainers, no phase two you never reach.
Week 1
Discovery
We sit with your team and find the work that is actually eating the week, scoped with clear ROI.
Weeks 2-5
Pilot
A working AI system, inside your tools, used by real people, instrumented from day one.
Week 6+
Live
We deploy, train your team, and stay close while it beds in, then expand or hand over clean.
Case study, Trades and construction
Taking invoice processing off the office team
Supplier invoices off the office team's plate, with a person signing off every batch.
Read the full case study →~0% faster
Processing time
~0 hrs / week
Hours back to the team
every batch
Human sign-off kept
They shipped something our team actually uses in week two. No deck, no drama, just the thing working.
The team
Built by the people you actually work with.
I founded Kuantum Labs to put AI to work inside real businesses, not in slide decks. I lead every engagement and write code on most of them. When you hire us, I am the person who designs your system and stands behind it.
Aisha Rahman
AI engineer
Turns prototypes into production systems people rely on. Cares about the unglamorous parts: evals, observability, safe handoffs.
A. Engineer
Senior software engineer
Full-stack engineer who turns ML prototypes into production systems people actually use.
Tom Hughes
Software engineer
Builds the bespoke web apps and internal tools the AI lives inside, so your team can open something on Monday and just use it.
FAQ
Questions, answered straight.
No jargon, no hedging. If AI is the wrong tool for a job, we will tell you.
Still have a question? Book a call →Six weeks is the usual shape: one week of discovery, four weeks of build, one week of handover. You see working software in week two, not a deck in month three.
Most pilots land between £5,000 and £20,000. We share indicative pricing up front and confirm it in writing after discovery, so there are no surprise invoices.
Good, that describes most of the people we work with. We explain everything in plain English, train your team, and hand over a system you can run without us.
That's our default audience. We'll explain everything in plain English, train your team, and leave you with a system you can run without us.
Your production data stays in the UK or EU. We never train AI on it without your explicit, written consent. The full picture is on our Trust page.
Yes. Beyond a single pilot we run longer multi-pilot engagements with retainer support. Get in touch and we will scope it together.
Yes — we run 12–16 week multi-pilot engagements with retainer support. Get in touch and we'll scope it together.
No. We work with businesses across the country. We can meet in person if you are near us, and we work remotely everywhere else. Most of the build happens remotely either way.
Often yes. Business Wales, Cardiff Capital Region, and Tramshed Tech run programmes that we've aligned engagements with. See /cardiff for the current list.
See where AI can give your team the biggest lift.
16 questions, two minutes. You get a tier, a score, and three things you could do next, whether or not you ever work with us.