AI & Automation for UK SMEs

Automate the boring.
Grow the business.

30,000 points of duplicated data found in our own business. Fixed. 5+ hours a week saved. Still in production use. Built inside Vanda Coatings before we advised anyone else to do the same.
25+ Years running an SME
Built AI in his own business first
MSc Computing, Cardiff Uni
SME only No enterprise work
Does this sound like your week

The symptoms are usually the same

  1. Admin grows with every new client, contract, or job, but nothing gets simpler

    Each new piece of work adds paperwork, chasing, data entry, and coordination. Revenue goes up. Overhead goes up faster. The margin between the two keeps shrinking.

  2. Your managers are spending most of their day firefighting instead of building

    The people you pay to move the business forward are constantly pulled into operational problems, chasing updates, and fixing things that should not need fixing. Growth work gets done in the gaps, if at all.

  3. The data is somewhere, but getting to it takes longer than it should

    Information lives in spreadsheets, inboxes, job management systems, and people's heads. Pulling together a clear picture of what is happening takes time every week, and the picture is always slightly out of date by the time you have it.

  4. Off-the-shelf tools have not stuck because they were not built for how your business actually runs

    You have tried software before. It solved part of the problem, created new ones, and the team quietly stopped using it. The issue was not the people. It was that the tool was built for a generic business, not yours.

Business process automation

The work that should not need doing manually

Document and data extraction

Invoices, job sheets, contracts, and forms read automatically and pushed into the right system. No manual keying, no transcription errors.

Quote and order workflows

From enquiry to quote to order confirmation. Remove the manual handoffs, chasing, and data re-entry between each step.

Reporting and dashboards

Replace the weekly spreadsheet build with automated reports pulled from the data you already hold. Available when you need them, not when someone has time to produce them.

Admin handoffs between systems

The manual copying between inboxes, spreadsheets, and core systems that happens every day. Every business has them. Most can be removed entirely.

Process design before automation

Automating a poorly designed process produces a faster poorly designed process. Before any build, we map what currently happens, identify where the process has unnecessary steps or inconsistencies, and confirm what needs changing first. Most automation projects include some element of process redesign.

What is business process automation?
What business owners get from this work

What this looks like in practice

More time back

Remove repeated admin, rekeying, chasing, and handoffs that consume the week. The hours go back to the people doing them.

Faster turnaround

Move quotes, documents, and updates through the business quicker, without relying on one person to push them along.

Better visibility

See what is happening across jobs, costs, and workflows without waiting for someone to build a spreadsheet.

Fewer mistakes

Reduce missed details, duplicated entry, and inconsistent handling between systems and people.

More capacity, no extra headcount

Create room for growth by removing low-value manual work before adding headcount.

Systems built for your business

Built around your process, not forced around generic software logic that was designed for someone else's business.

The research confirms it

The same pattern shows up in most SMEs.

Owner-managed businesses consistently report the same pressure points: communication, admin, coordination, and reactive operational work taking up most of the week. The firms that improve this do not work longer hours. They remove repeat manual tasks, improve process flow, and build systems the team actually uses. Research also shows this has a direct physiological effect: sustained operational overload measurably changes how founders make decisions.

Typical SME owner

Based on observational research

Higher-performing SME

~40% more time on non-operational work

The gap is not about effort. In most SMEs, the issue is structural: too much repeated admin, too many handoffs, and too little joined-up visibility. Practical AI for owner-managed businesses works when it removes work that should not exist and strengthens how the business runs day to day.

Sources: Mueller, Volery & von Siemens (2012); Talavera, Weir & Xiong (2017); Bloom & Van Reenen (2007)

How we work

The SME Digital 4-Step Approach

1

Diagnose

Map where time is actually going. We look at processes, systems, and where work gets stuck or duplicated before considering what to change.

2

Prioritise

Not everything worth fixing is worth fixing now. We rank by time recovered versus cost and complexity, so the first thing we tackle pays for the next.

3

Build

The person who scoped it builds it. No handoffs to junior teams or third-party developers. What gets built is tested against your actual data, not a demo scenario.

4

Embed

We do not hand over a document and disappear. We stay until it is running in production and the team is using it without prompting.

Fit

Who this is for

Best suited to owner-managed SMEs with growing admin, disconnected systems, and operational bottlenecks.

  • Owner-managed UK SMEs
  • Businesses where admin and manual processes are growing
  • Teams relying on spreadsheets, inboxes, duplicated work, and disconnected systems
  • Firms that want practical implementation, not AI hype
Boundaries

Who this is not for

  • Enterprise transformation programmes
  • Businesses wanting generic AI workshops with no defined problem
  • Teams looking only for software resale
Anthony Jones, Managing Director of Vanda Coatings and founder of smedigital.ai
Why this is different

Built by a practitioner. Not a consultancy.

"Most people selling automation and AI have never run a business that needed it. I built these tools inside my own SME, measured what they saved, and use them every day. That is the starting point."

Anthony Jones is the Managing Director of Vanda Coatings, a Cardiff-based commercial recoating business with clients including BAA, Canary Wharf, and Google. He completed an MSc in Computing at Cardiff University and built the automation and AI tools his own business uses before working with other SMEs.

The advice comes from someone who has paid the overhead, built the fix, and measured the result. Not from someone who has read the case studies.

Typical outcomes

Proof in practical terms

Admin reduction

Weekly job paperwork cut from around 4 hours to under 30 minutes after automating document handling and data entry.

Commercial services business, 8 staff. Manual process replaced with automated document processing pipeline.

Commercial response

Quote turnaround moved from 3 days to same-day on standard jobs after removing manual handoffs between enquiry and pricing.

Service business with high inbound volume. Fragmented process steps consolidated into a single workflow.

Reporting visibility

Live cost visibility per job, replacing a monthly manual process that arrived too late to act on. Found 30,000 points of duplicated data across the business.

Vanda Coatings, Cardiff. Built and in daily production use.

How we work together

Three ways to engage

Every engagement starts with the audit. It gives you a clear picture of where your business is losing time and what fixing it would cost, before you commit to anything else.

02

Automation Build

From £3,000 per project

We take the audit findings and build the solutions: workflow automation, document processing, admin extraction, and integrations between your existing systems. The person who scopes it builds it. No handoffs. Delivered into production use.

See what gets built See the Vanda Coatings example
03

Fractional Advisor

From £600/month

Once the initial work is done, some clients want ongoing support: new tools assessed honestly, staff adoption helped along, and someone to call when things change. A monthly retainer that keeps the improvement going without the overhead of a full engagement.

See how the retainer works
Next step

See where your business is losing time

Manual work expands quietly: repeated admin, duplicated handling, fragmented reporting, and process gaps that absorb senior time. The first call is free. We map what should not exist and what fixing it would involve.

Book a free call