Greg Plumbly

Fractional CTO · AI for small and medium businesses

AI that actually ships inside your business.

I work with businesses of 10 to 200 people as a part-time CTO. I find the places where AI genuinely pays off, build them, and make sure your team actually uses them.

Greg Plumbly · London

25 years building web and mobile productsCurrently full-time at Create AcademyHands-on: I still write the code

Who this is for

You know AI should be saving you time. It isn't yet.

  • You've tried ChatGPT across the team, got mixed results, and nobody owns it.
  • An agency quoted six figures for a pilot that never left the slide deck.
  • You don't have a technical leader, and a full-time CTO doesn't make sense yet.
  • Your people spend hours a week on admin that feels like it should be automatable, but nobody knows where to start.

How it works

Start small. Ship something real. Then expand.

  1. 01

    Weeks 1 to 2

    Audit

    I sit with your team and map the actual work: where the hours go, where the errors happen, what data you already have. We pick the two or three places where AI clearly pays off. You get a written plan whether or not we continue.

  2. 02

    Weeks 3 to 6

    Ship one thing

    We build the first tool or automation and wire it into the systems you already use. It goes into production with real staff using it. Not a demo, not a proof of concept.

  3. 03

    Ongoing

    Expand

    A day or two a week as your fractional CTO. I prioritise the next wins, build or manage the build, train your team, and keep vendors honest.

A fair warning

This probably isn't for you if…

  • You want a chatbot on your website and nothing else.
  • You've already bought a tool and want someone to validate the decision.
  • You need a full engineering team built from scratch. I can help you hire, but that's a different engagement.
  • You want AI to replace your people rather than remove the boring parts of their jobs.

About

Hi, I'm Greg.

I've spent 25 years building web and mobile products and running the engineering teams behind them, most recently at Create Academy, where I [one concrete, specific outcome].

I'm leaving that role in 2026 to do this full-time, because the businesses that most need a good technical lead right now are the ones that can't justify one on payroll. AI has made the gap between “could automate this” and “did automate this” much smaller, and I like closing it.

I'm based in London and work remotely with clients across the UK, with in-person days where they help.

Get in touch

Let's work out what's actually worth automating.

A 30-minute call, no pitch deck. Tell me about the business and where the time goes, and I'll tell you honestly whether I can help.

Email greg@fractionalcto.devContact form coming soon.