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AI Engineering

AI & Legacy Modernisation

Feeling left behind by AI? Bring the business you built up to date

Do you feel left behind in the AI race? Many owners who have spent twenty or thirty years building a business do. It is rarely a lack of ideas. The systems that run the company were set up years ago, the people who built them have moved on, and every new tool seems to need a younger team to understand it. We work the other way round. We start from how your business runs today, explain every option in plain language without jargon, and modernise in small steps you approve. Most of the work is AI: reading documents, answering customer and staff questions, taking over the repetitive admin. The rest is practical: a custom tool, a cleaner database or an automation that joins up systems that never talked to each other. Your team is trained on everything we hand over, and the business keeps running throughout.

modernisation01 · your system today
AI assistantAI callingauto reportsweb appconnection layeryour ERP · sheetsmanual · siloed
AI custom tools
how it changes your day

The same moment, the old way and with AI

Pick a situation that sounds familiar. The steps appear slowly, one at a time. Every business is different, so these are examples.

A new customer emails after office hours

The usual way
  1. Tue · 7:40 pmA new customer emails asking for a quote. The office is closed.
  2. Wed · 10:15 amYou see it the next morning, among forty other emails.
  3. Wed · 3:30 pmYou get a free moment and call them. No answer.
  4. ThuA busy day. Calling them back slips your mind.
  5. Fri · 11:00 amYou call again. “Thanks, but we’ve already hired someone.”
3 daysCustomer lost
With AI working for you
  1. Tue · 7:40 pmThe same email arrives. The AI connected to your mailbox reads it straight away.
  2. 7:41 pmIt spots a new enquiry and notes the key details: what they need, when, and their budget.
  3. 7:42 pmA routine question gets an instant reply. Anything unusual is drafted and sent to your WhatsApp.
  4. 7:47 pmYou read the draft on your phone and tap Approve. The reply is on its way.
  5. 7:55 pmThe AI phone assistant calls them back, answers questions and books a call with you.
  6. 7:56 pmEverything is saved in your CRM, and friendly follow-ups are scheduled.
16 minutesMeeting booked
Step 1 of 6
see the difference

One office week, before and after

Tap to compare. An illustrative example for a ten-person business; your review gives you your own numbers.

Customer enquiriesAI

Answered the next working day, by whoever is free

AI assistant replies in seconds, day and night, and books the call

~8 h / week
Invoices & documentsAI

Typed in by hand, one at a time

AI reads them and enters the data; staff just check

~9 h / week
Follow-up callsAI

Made when someone remembers

AI calls leads back and logs every conversation

~6 h / week
Monthly reportsAI

Two days of copying between spreadsheets

Built automatically and emailed every morning

~6 h / week
Orders & stockcustom tool

Entered twice, in two programs that don't talk

Synced automatically between both systems

~5 h / week
Old desktop softwarecustom tool

Only works on the office PC

A simple, secure web tool that works on your phone

~4 h / week
Team hours on this work
~38 h / week31 hours back for your team
what you get
  • A plain-language review of your systems and the manual work around them, with what to fix first and why
  • AI assistants and automation for the daily work: documents, emails, customer questions, reports
  • AI phone and chat assistants that answer customers, book appointments and follow up leads, around the clock
  • Custom tools and small apps to replace spreadsheets and software that no longer fits how you work
  • Connections between your existing software, so data is entered once instead of three times
  • Data clean-up and a phased plan: what to keep, what to automate and what to replace, with cost for each
  • Hands-on training for your team and a senior engineer you can call directly
how we build it
  1. 01

    Listen first

    We sit with you and your team, see how the work is really done, and measure where time and errors go.

  2. 02

    Explain in plain words

    You get a short written plan with costs and results for each step, and no jargon. Nothing starts until you agree.

  3. 03

    One quick win

    One automation or AI assistant goes live first, so you see the benefit before committing to more.

  4. 04

    Modernise step by step

    Old systems are connected, improved or replaced a piece at a time, so there is never a risky big switch-over.

  5. 05

    Train and stay close

    Your people learn the new tools, and we remain available after launch.

stack
AI assistants (Claude, GPT)PythonNode.js.NETPostgreSQLPower AutomateREST APIsExcel & Google Sheets

Yes. That is the point of how we work. Every recommendation comes in plain language with the cost and the expected result, and a senior engineer walks you through it. You decide each step.

Usually not. Most of the benefit comes from connecting AI and automation to the systems you already run. We suggest replacing something only when it truly holds you back, and then one part at a time.

Yes. That is a very common starting point. We study the software and the data, watch how your staff use it, and document it before changing anything.

Both. Around two-thirds of this work is typically AI, and the rest is custom software, integrations and automation. We use whichever solves the problem best.

The review takes one to two weeks. The first automation or assistant is typically live a few weeks after that, measured against the numbers recorded at the start.