AI for manufacturing · United Kingdom

AI for UK manufacturers.

Agency AI is an AI consultancy and engineering partner based in Glasgow, Scotland. We work with manufacturers across the UK.

We are a team of senior software engineers who design, build, and deploy AI solutions for established businesses working in complex, traditional industries.

Our engineers work as an extension of your team, inside your operations, building systems that remove friction, reduce costs, and increase efficiency in the processes you run every day.

Clients include
Peacock Salt APSIS M Squared Replay Pacific Legal
The AI platform we build for APSIS was shortlisted for Scotland’s first AI Trailblazer award, ScotlandIS Digital Technology Awards 2026.
01The pattern

The problems we hear most often.

Every manufacturing business is different. But the underlying challenges tend to follow a familiar pattern.

Multiple systems don’t connect.

ERP platforms, warehouse management tools, supplier portals, and logistics systems that operate in isolation create bottlenecks and blind spots. Information gets duplicated, decisions get delayed, and errors creep in. We join the dots so data flows where it needs to, without manual intervention.

Quality control that can’t keep pace.

Manual quality checks are inconsistent and hard to scale. Intelligent automation monitors output continuously, catches issues earlier, and reduces the cost and reputational risk of defects reaching customers.

Compliance administration that drains resource.

Regulatory requirements generate a significant paperwork burden. AI solutions can handle the capture, organisation, and reporting of compliance data automatically, reducing risk and reclaiming time every week.

Skilled people stuck on low value tasks.

When experienced team members spend their day chasing paperwork, updating spreadsheets, or re-entering data, it’s an expensive problem with a straightforward solution. Automation takes care of the low-value work so your people can focus on what they’re actually there to do.

Facing a problem like these?

Talk it through with Max and leave with a clear view of how AI can solve it.

Book a call with Max→
02Case study

AI order processing for the UK’s largest salt manufacturer.

Gregorie Marshall, managing director of Peacock Salt, and Max Modlin, founder of Agency AI, in one of Peacock Salt's salt stores Peacock Salt
The challenge

Peacock came to us with a problem off-the-shelf software couldn’t solve. Its order processing depends on more than 40 of the company’s own rules, so every order has to be checked and validated by a person, taking 3–4 minutes per order. Peacock wanted a more efficient way to relieve pressure on the team during the winter peak.

The AI solution

We built Peacock a bespoke AI order processing solution. It reads the tens of thousands of orders Peacock receives each year, applies those rules, converts quantities into what the customer intended, and submits each order directly into Microsoft Dynamics 365. It was trained and tested on around 100,000 past orders.

The result
30,000orders a year Peacock expects to automate
2,000hours of manual checking saved a year, at most
“AI was something we had been considering for a while, and we wanted to do it properly, with a partner who understood how our business actually works. The systems Agency AI has built are already helping our teams, and we are going into our busiest season in a stronger position.”Gregorie MarshallManaging Director, Peacock Salt
Read the full case study →
03What we have solved

Solutions to the problems you face.

Every system we build starts with a problem in your business. Here are a few we have seen and solved for other manufacturers.

Customer enquiries

Customer service email automation

The problem

Up to 6 minutes per enquiry checking the ERP and haulier portals to answer “where is my order?”

What we built

Customer emails asking when an order will arrive, or for proof it was delivered, are read, matched to the right order in the ERP, and answered with a drafted reply. Drafts wait in the shared mailbox for a person to review and send.

Order processing

Order processing without paying for scanning software

The problem

Every order checked by hand against the business’s own rules, then keyed into the ERP.

What we built

A custom AI agent reads orders from the inbox, applies the business’s own rules, and writes sales orders into Business Central or NAV. Anything it is unsure of is held for a person to check, and it removes the need for third-party document-scanning tools and their licence fees.

Proof of delivery

Haulier portal searching

The problem

Logging in to one haulier site after another to find a delivery photo or tracking update.

What we built

Delivery photos and tracking data pulled from carrier portals automatically and attached to the customer reply. Replaces manual logins across multiple haulier sites. See the Peacock Salt case study.

Sales insight

Sales intelligence

The problem

Sales and customer data in several systems, with no quick way to see who has gone quiet.

What we built

Natural-language reporting on your data. Who has gone quiet, who is at credit limit, top customers and items this month, customer cadence and gap analysis.

Systems that don’t connect

ERP integration without vendor lock-in

The problem

AI tools that can’t reach the ERP, or integrations owned by a software vendor.

What we built

Custom connectors link AI tools directly to Business Central, NAV and Dynamics CRM, so the business owns the integration layer.

See all case studies → More in AI for distribution and wholesale.
04How it works

How an engagement works.

Our engineers start by understanding how your business runs today, identify where the biggest inefficiencies lie, and build solutions that fit around your existing operations, not the other way around.

1

Discovery call

A conversation with Max, our founder, about your AI strategy and the processes that cost your business the most time.

2

AI roadmap

We map those processes, confirm where AI will pay back, and set out the scope and cost of each change in an AI roadmap. Nothing is built until you approve it.

3

Build and run

Our engineers build each system in your environment, alongside your team, and give your people AI agents and assistants that help them work faster. We stay on to run it, then move on to the next process.

Max Modlin, founder of Agency AI
Who you will work with

Max Modlin

Founder, Agency AI

Agency AI was founded by Max Modlin, who has spent a decade building automation and AI systems at Morgan Stanley, Aberdeen Standard and Barclays, as a Director-level engineer at Morgan Stanley and a VP and Lead AI Engineer at Barclays. Max builds engineering teams that work to his standard, and the people you meet at the start are the people who build your system.

Next

Start with one process.

Tell us where your team loses the most time. We will tell you honestly whether AI pays there, what it takes to build, and what we have already delivered for businesses like yours.

  1. Max reviews what you send.
  2. We arrange a call at a time that suits you.
  3. If AI is worth pursuing, you receive an AI roadmap before anything is built.

No obligation. We reply by email to arrange a time.