01
Growth systems
Research better-fit accounts, qualify demand, prepare outreach, and help commercial teams start from stronger context.
Lucumo Agent
Start with the business.
Tell us what you do and where the work feels heavy. The chat helps find possible AI systems, then prepares a brief you can review.
Lucumo Agent:
Tell me about your business, where growth or delivery feels harder than it should, or which customer moments keep coming up. I will help spot possible AI systems, then prepare a short enquiry you can review and send here when it is ready.
The owner worry
You should not have to create another internal project just to use AI well.
Most capable businesses already have enough moving parts. The question is not whether AI can do something. It is whether an outside pair of eyes can find the piece of work worth changing, then help ship it without adding another half-owned initiative to the list.
1. You can feel the pressure without having a neat brief.
The business is working, but parts of it depend on repeated judgement, copied context, and people remembering what sits where.
2. The team does not need another half-owned project.
AI work often stalls because it lands as extra discovery, extra tooling, and extra coordination on people who are already carrying the business.
3. The wrong first build would make things heavier.
A useful system should reduce drag, preserve review points, and fit the way customers, teams, and data already move.
What Lucumo helps change
Useful AI systems start where work is already dragging.
Lucumo looks for the handovers, decisions, customer moments, and data trails where better context would change what the team can get done.
02
Customer work
Support onboarding, service, account moments, and handovers where customers wait because context sits in too many places.
03
Operations
Connect the spreadsheet, inbox, CRM, and review steps that competent teams still have to hold together manually.
04
Product development
Turn feedback, market learning, and recurring product questions into clearer decisions and useful internal tools.
Outside perspective, practical delivery
The useful first system usually sits between business judgement and software.
Advice alone can leave you with more work to organise. Pure build work can ship the thing someone asked for without asking whether it should exist. Lucumo sits in the middle: understand the business problem, shape the system, build the first version, and help the team use it.
What changes
Workflow
Where the work starts, where it waits, who approves it, and what gets copied between tools.
Context
The customer details, documents, data, rules, and judgement calls that make the work possible.
Software outcome
A first version the team can use: an internal tool, assisted workflow, customer surface, or decision-support system.
Working principles
The point is not more AI activity. It is better business movement.
Lucumo is for owners and operators who already understand the hard parts of the business. You know the promises made to customers, the spreadsheet that still matters, the handovers people quietly repair, and the decisions that keep coming back because the underlying system has never quite been fixed.
AI is useful when it improves that work. That might mean better account research, faster customer triage, cleaner internal knowledge, sharper product feedback, or a decision-support system that gives people the right context before they act.
For businesses in South East England, it can also mean a local partner close enough to understand the room as well as the tools. Wider UK enquiries are welcome when the fit is right.
Respect the business that already exists
The first useful system should meet current workflows before asking the team to change them.
Find the work worth changing
Not every repeated task deserves a build. The point is to find the pressure point where better context changes the outcome.
Build review into the system
AI should support people with clearer drafts, routing, checks, and decisions, not remove control where judgement still matters.
Leave the team able to run it
A good engagement ends with a system people understand, maintain, and trust enough to use.
Founder proof
Built by someone who has had to make the work actually change.
I am Richard Skogeby. Before Lucumo, I went from full-stack developer to Head of Engineering, Deputy CEO, and CEO at Gastrogate in 6 years. That path is why Lucumo treats AI as an operating change, not a novelty bolted onto the side of the business.
Operator evidence
Full-stack developer to Head of Engineering, Deputy CEO, and CEO in 6 years.
First CEO year at Gastrogate delivered 32.5% net revenue growth in a small-team environment.
The work combined product judgement, software delivery, retention, commercial focus, and operational follow-through.
How the engagement works
Product-minded consulting, carried through to implementation.
The shape changes with the business, but the work keeps the same bias: find the useful first system, build enough to prove it in real work, and keep people in control.
Diagnose
Understand the business outcome, the current workflow, the people involved, and the context the work depends on.
Design
Shape the first useful system, including inputs, data sources, review points, failure modes, and what success should look like.
Ship
Build the first version, connect the relevant tools, and make it usable enough for real work rather than a detached demo.
Adopt
Help the team fold it into the operating rhythm, improve it from use, and decide what should come next.
Good fit
- You run an SME with enough customers, data, and repeated work for a useful AI system to matter.
- You know something could be improved, but the first sensible system is not obvious yet.
- You want outside perspective, software delivery, and adoption support without turning it into another open-ended internal programme.
How we keep it grounded
- No published prices. Work is scoped after the situation is clear.
- No need to arrive with an AI brief, a technical spec, or a settled use case.
- No pressure to build. If the useful next step is smaller, sharper, or not AI at all, we will say so.
Common questions
The questions owners usually ask before getting in touch.
Plain answers to the questions the intake chat would cover anyway. None of these commit you to anything.
What does AI Systems Consulting mean for an SME?
Lucumo works alongside owner-led SMEs to find the piece of work worth changing, then designs and ships a practical AI system that fits the way customers, teams, and data already move. The first useful system usually sits between business judgement and software: workflow, context, and a software outcome the team can actually use.
Do I need a brief or a technical spec before contacting Lucumo?
No. There is no need to arrive with an AI brief, a technical spec, or a settled use case. The intake chat is designed to help an owner describe the situation in their own words. Lucumo turns that into a sharper next step.
What does an engagement look like?
Four stages. Diagnose: understand the business outcome, the current workflow, the people involved, and the context the work depends on. Design: shape the first useful system, including inputs, data sources, review points, failure modes, and what success should look like. Ship: build the first version, connect the relevant tools, and make it usable for real work rather than a detached demo. Adopt: help the team fold it into the operating rhythm, improve it from use, and decide what should come next.
Who is Lucumo a good fit for?
Owner-led SMEs with enough customers, data, and repeated work for a useful AI system to matter; owners who know something could be improved but the first sensible system is not obvious yet; teams who want outside perspective, software delivery, and adoption support without turning it into another open-ended internal programme.
Are prices published?
No. Work is scoped after the situation is clear. If the useful next step is smaller, sharper, or not AI at all, Lucumo will say so before quoting anything.
Where is Lucumo based?
South East England. Wider UK enquiries are welcome when the fit is right. For businesses in South East England, Lucumo can also act as a local partner close enough to understand the room as well as the tools.
Recent thinking
Short notes from the work.
Careful route
Prefer to type the essentials directly?
This plain form is here for careful edits, missing details, and accessibility. It uses the same enquiry path and still asks you to confirm before anything is sent.
What happens next
A human reads the enquiry and comes back with the sensible next step.
Sometimes that is a discovery call. Sometimes it is a sharper brief, a data check, or a recommendation to wait. The point is to find the first useful system before anyone commits to building it.
Start enquiry
Reply within 1 to 2 working days