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Motivated Code · AI Consulting

When you need AI built in, not trained up.

Motivated Code is the studio side of the work. Two-pizza team, Amazon-style: GK on spec, Ricky on build. We sit inside your workflow, build it for your reality, and hand it over. No babysitting the tool after we're gone.

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The principle

We build what your process already wanted

Most automation advice is "try this tool." That's backwards.

Your process already has a bottleneck. A human doing a 45-minute task every day, or a 2-hour task every week, or a repeat conversation with clients that looks the same every time. That is the shape of what we build. The tool follows. Not the other way round.

Case study

The Theo case. 45 minutes to under 2.

Theo runs a marketing agency in London. Every new client enquiry used to take someone on his team 45 minutes to turn into a developer brief. Manually. Copy-paste from email into Notion, context into a template, questions back to the client, formatting cleanup.

We built the pipeline. Client enquiry in, developer brief out. What used to be 45 minutes is now under two.

Theo's team saves 5 to 10 hours a week. The brief quality went up, not down: same checklist, consistently applied. The tool stayed in place after we left because it was fitted to his process, not installed over it.

Let's discuss how we can help you

The numbers

45 min

per client enquiry → under 2

5–10 hrs

saved every week

The team

Who builds it

Small by design. Two-pizza team, Amazon-style. One PM, one builder, both in the room with the client until the workflow runs without us.

GK

Spec & Strategy

Amazon PM on a $7.2B business unit, decade of ML into commercial outcomes. 15,000+ PMs trained on Maven. Decides what gets built and what "good" means on the way out.

Ricky

Engineering

Ships the build, hands over code that runs without us watching it.

linkedin.com/in/helloricky/ →

Get started

How to start

A short scoping call. Thirty minutes. You describe the workflow. We name what it would take to build. We tell you honestly if it's worth doing. If the answer is "just use a template," we'll tell you that too.

Book a free discovery call