AI Opportunity Audit
Start here
A focused review of your processes, systems and reporting that shows exactly where AI and automation will pay, and where they will not, before you spend.
AI-enabled operating-model transformation for scaling SMEs
We deliver a free, costed roadmap of where AI actually pays in your business. Based on your processes, not the hype. One call. One week. Yours to keep.
The opportunity
Two in three businesses that adopt AI see no return, because they buy tools before they know what to fix. The result is wasted spend, half-used software, and teams no less buried in admin than before.
2 in 3
businesses that adopt AI see no measurable return. The Margin Labs closes that gap: we start with the problem and the process, not the technology, and we only put AI to work where it earns its keep.
Sometimes that means deploying AI immediately. Sometimes it means simplifying the process first and preparing the ground, so the business can move fast when it is ready. Either way, you know exactly where AI pays before you commit a budget.
Problem first
We diagnose the expensive, repetitive work before we recommend a single tool.
Outcome led
Every recommendation ties to hours saved, margin protected, or risk reduced.
Honest
We are a new venture and say so. Results we show are our founders' track record; client outcomes we frame as targets.
The reframe
Every consultant is making the same AI claim, and bigger claims no longer convert. The unlock is a new mechanism: fix the operating model first (process, data, systems) then apply AI where it improves performance. That is the order that produces hours saved, margin lifted and decisions you can trust.
Track record
The Margin Labs is new. These numbers are not. They are the real, combined track record we bring to your business.
Operations, AI and technology
B2B distribution business built from zero, in four years.
Peak support volume absorbed with no extra hires.
Operations, finance and IT across e-commerce, paper, logistics, SaaS.
Systems, commercial and delivery
Project and services revenue overseen at an ERP consultancy.
Practice sales scaled from a £200k baseline.
Retail business scaled as Managing Director (£200k to £500k).
What people say
They mapped where our quoting was actually breaking down before recommending a single tool. Three weeks later we had a clear sequence of fixes and the first one was already paying back.
David Hartwell
Operations Director, Specialist manufacturer
The audit was the document we would have paid for. It showed us exactly which workflows AI could help with this quarter, and which ones to wait on. Honest, calm and useful.
Priya Sharma
Managing Partner, Mid-tier accountancy firm
What I valued most was the no-go list. They told us where AI was not ready for our candidate data yet, which probably saved us six months of wasted effort.
Tom Whitley
Founder and MD, Multi-desk recruitment agency
The 7-Day AI Profit Roadmap
Delivered after a thirty to forty-five minute discovery call. Yours to keep, whether or not you ever work with us. The kind of document we would normally charge for.
45-minute AI Profit Diagnostic call with the founders
We listen, you talk. We map where the hours and the money actually go in your business.
$400 value
Operating-model current-state read
How process, data and systems actually fit (or fight) today, across the workflows that eat your week.
$800 value
Three named quick wins, week-one actionable
Concrete things your team can act on without us, inside the next two weeks.
$600 value
The costed AI Profit Roadmap
Priority-ranked AI opportunities with payback estimates, in the order that pays back fastest.
$2,000 value
An honest No-Go List
The workflows AI is not yet the answer for, and why. Saves you from spending on the wrong things.
$300 value
Architecture fit note for your stack
How AI sits on your current stack (Shopify, CRM, ATS and so on), without breaking what works.
$600 value
AI Governance Starter (acceptable-use policy template)
What an acceptable-use policy should cover, in plain English, ready to adapt for your firm.
$300 value
Total value
$5,000 USDapprox. £3,900 GBP
Yours free.
What we do
Six ways we help, from a single diagnostic to ongoing technology leadership. Every one starts with the problem, not the tool.
AI Opportunity Audit
Start here
A focused review of your processes, systems and reporting that shows exactly where AI and automation will pay, and where they will not, before you spend.
Process & Operating Model
Remove duplication and process debt before new software is introduced. Roles, ownership, governance and data discipline that make growth repeatable.
AI-Ready Systems Design
Designing the data, integration and workflow layer your business needs before AI can compound. Stack-agnostic, native-first, adoption-aware.
AI & Automation Builds
Agentic automation, custom AI skills, integrations and workflow automation that take the repetitive work off your team's plate, end to end.
KPI & Reporting Automation
Live dashboards and on-demand reporting that pull from every source into one trusted view, so decisions move at the speed of the business.
Fractional CTO & AI Leadership
Senior technology direction, roadmap governance, vendor challenge and board-level decision support, without the cost of a full-time hire.
Proof, drawn from the founders' work
They show the range The Margin Labs covers, from AI operating systems to ERP transformation.
Challenge
An 8-figure DTC brand was drowning in fragmented information across messaging, email, calendars and a dozen spreadsheets. Decisions waited on someone stitching the picture together by hand.
What was built
A unified AI operating system: a knowledge layer wired to 15-plus tools, 40-plus custom skills, and scheduled automations that read across the business and write daily and weekly executive briefings.
Outcome
Challenge
A global professional-services firm needed a clear route from fragmented requirements to a coherent ERP plan, with confidence on scope, sequence, data migration and adoption risk.
What was built
Led discovery and solution shaping across business processes, ERP module mapping, GAP analysis, MVP definition and a phased roadmap, built around native-first configuration and business-readable effort.
Outcome
Challenge
Key metrics lived in six spreadsheets owned by different people on different cadences. Consolidated reporting was a manual weekly grind with no on-demand view.
What was built
A KPI intelligence layer: specialised skills pulling live data from all six sources, covering supply chain, finance, service and growth across four trading entities, orchestrated into one view.
Outcome
Who this is for
How it works
Discovery call
Thirty to forty-five minutes. Mostly us listening. We agree the scope of your roadmap.
Free AI Roadmap
We deliver it within a week: three quick wins, the costed roadmap, a no-go list, and a short architecture note.
Optional paid engagement
If you want the deeper, board-ready plan and an implementation, we build it on top of the audit.
The team
Two technologists who cover AI and operations end to end: one who builds the AI, one who architects the systems around it. Between us we cover the whole path from a messy operational problem to a working system the business can run on.
Nuno Neto
Co-founder · AI, Operations, Finance & Technology
nuno@themarginlabs.com
Nuno is a broad technologist and COO-level operator with more than 20 years building and scaling businesses across e-commerce, paper, logistics, SaaS and IT. He grew a B2B distribution business from zero to £65m in four years, and has led finance, operations and IT through repeated transformations. Today he builds and runs AI operating systems inside a real 8-figure consumer-goods business, so his work targets real leverage rather than shiny features.
What they bring
Outcomes, not activity. He has taken a business from zero to £65m, added £7.5m of cash flow across 12 markets, lifted operational efficiency by 25% and customer retention by 20%, and absorbed seasonal support spikes of three to five times volume with no extra hires. Today he builds AI operating systems that turn hours of manual reporting and admin into minutes.
Luke Austin
Co-founder · AI, Operations & Technology
luke@themarginlabs.com
Luke is a business technologist, ERP architect and former Managing Director with 20 years across retail operations, logistics, procurement, compliance and quality assurance. Before moving deeper into ERP and digital transformation, he ran and scaled a retail business, growing turnover from roughly GBP 200k to GBP 500k.
What they bring
As head of business development at an ERP consultancy, he grew the practice from a GBP 200k sales baseline and Silver partner status to GBP 1.65m in project, consultancy and services revenue oversight, and Gold partner status with a leading ERP platform. He leads discovery, GAP analysis, solution design and phased ERP roadmaps, builds the commercial and operating-model structure around them, and has since been promoted to lead project delivery.
Common questions
Is the audit a stripped-down sales pitch?
No. It is the document we would normally charge for. You keep it whether or not you work with us.
Will you use our data to train models?
No. Your data stays yours and is used only to deliver your engagement.
What does the free AI Opportunity Audit actually cost us in time?
One thirty to forty-five minute discovery call. The roadmap is delivered within a week.
How big do we need to be?
Our work is built for $1m to $100m turnover. Smaller is sometimes a fit; we will say on the call.
Do you work in the US?
Yes. We serve small and medium businesses across the UK and US, with the same operating-model methodology. Time zones are arranged around your team, not ours.
Are you a development agency?
We sell services and solutions, not products. We design the operating model and build the AI parts that pay.
Book the call. Keep the roadmap.