Research · Analyse · Learn · Iterate

The UK’s definitive AI automation authority. Designing systems that do the work.

We build and run AI systems around your business — outbound that books calls, workflows that remove busywork, agents that keep the loop turning.

$50M+generated for organizations
12systems, one method
24/7autonomous operation
Fixedprice, no surprises
Let’s talk
Built for your world
Dental & Healthcare· eCommerce· Agencies & Studios· MSPs· SaaS & Coaching· Professional Services·

01 — Why Output Loop

$50M+ generated for organizations.

Output Loop builds and runs practical AI systems for business operations. We start inside the business itself — where the hours go, where the leads leak, where handoffs stall — and rebuild that loop as a system that runs on its own: governed, observable, and owned by you.

Different rooms, same physics: find the constraint, automate the loop, keep the human where judgement lives.

Let’s talk

02 — The work

Built, shipped, running.

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Ask about the twelve systems →

03 — Who you work with

One human. A fleet of systems.

Output Loop is run by one person and operated by many systems. Michael scopes the work, makes the judgement calls, and stays accountable for every engagement. The fleet — autonomous agents on our own infrastructure — does the running: monitoring, reporting, publishing, follow-up.

It’s the same model we install for you: keep the humans where judgement lives, and let the systems carry the rest.

Michael Mcgowan

Founder

Michael founded Output Loop to build and run practical AI systems for business operations. Output Loop’s own operations run on the systems it sells — the proof is the company itself.

04 — How we’re different

We build it. Then we run it.

Build and run

Delivery doesn’t end at handover. We operate, measure, and iterate after launch — the loop that keeps a system improving instead of quietly rotting.

Fixed price

A clear scope, a deliverable list, and one agreed number before we start. No hourly meters, no scope fog.

Governed and observable

Every system ships with logs, measures, and review points. You can see what it did, why it did it, and where a human signs off.

Run on our own systems

Output Loop’s operations — research, reporting, publishing, follow-up — run on the same automations we install for organizations. If they break, our business feels it first.

05 — The loop

Research. Analyse. Learn. Iterate.

The operating loop behind every Output Loop system — including our own. It’s where the name comes from: every cycle of research, analysis, and iteration compounds into output you can measure.

06 — From map to running system

The Flight Plan.

  1. T-00

    Map

    A free 30-minute systems-mapping call. We find where the hours go, where the leads leak, and where AI actually moves the needle — before you spend anything.

  2. T-01

    Scope

    A fixed price and a clear deliverable list. No hourly meters, no scope fog. You know the number and the outcome before we start.

  3. T-02

    Build

    Delivery in weeks, not quarters — with evidence at every step: working systems, documented workflows, and your team trained inside them.

  4. T-03

    Run

    We operate, measure, and iterate. Research, analyse, learn, iterate — the loop that keeps the system improving after launch.

Start with the map.

Thirty minutes, free, no deck required — bring the process that hurts.

Book a mapping call

Engagements from £5,000 — most land £10–50K.