01About

One person. No hand-offs.

I'm a Senior Business Analyst with twelve-plus years across banking, pensions, and health. I map the workflow before I build the AI, then design the visibility around what the system needs. Everything on this page — the film, the automations, the sites — was designed, built, and shipped by me, with AI as the workforce.

02Method

MAPRUV

My working method: map the workflow, run the system, prove it with assets people can see.

01

Map.

Every engagement starts as analysis: audit one workflow, name its triggers, steps, and outputs, and find where a machine should do the heavy lifting.

02

Run.

Build the system — AI copilots and automations wired with n8n and Claude — and let it run the boring work at machine speed, with humans on the judgment calls.

03

Prove.

Design the visibility on top: cinematic video, conversion websites, answer-engine optimization. Working systems deserve to be seen working.

MAPRUV is my working method today — and the name reserved for the studio it becomes.

03Services

What I do.

Systems — where every engagement starts.

  • Process-to-Agent Sprints

    Two to three weeks: audit one workflow, map it, ship one working AI copilot or automation. Fixed scope, fixed price.

  • Custom Copilots

    BRD copilots, knowledge-base agents, ops assistants. Built for a specific role, tuned quarterly.

Visibility — for teams whose systems already work.

  • Cinematic Video

    Product films, brand stories, UGC batches. Engine-agnostic pipeline with QA gates.

  • Conversion Websites

    Fixed-scope sprints, built to sell one thing well.

  • Answer Engine Optimization

    Audits and builds so you show up in ChatGPT, Perplexity, and Google AI Overviews.

04Work

Proof, not promises.

One fictional company, built for real: every system below is live — click anything.

Case Study / 01

Live

CoolCare — an AI-run local business, end to end.

I invented a Phoenix HVAC company and built everything a real one would need: brand system, a 60-second UGC ad film made entirely with AI, a conversion website, and the automations behind it — an AI lead-qualifier that replies with a price band in under a minute, and a hiring pipeline that screens, schedules, and responds to every applicant. Running cost: under $25 a month. The lead engine even flagged my own test submission as "review, not hot" — it reads.

<0s

Reply time

~$0.00

Cost per lead

<$0/mo

Running cost

0

Live automations

Built with

Claude (Haiku + Sonnet) · n8n · Lovable · Kling 3.0 · Seedance 2.0 · ElevenLabs · Google Flow · Cal.com · Google Sheets · Gmail

Certificate

AI bootcamp certificate — added on issue.

05Writing

Achieve More For Less.

I write on ownership, systems, and doing more with less — the operating manual behind everything on this page.

Read the newsletter →
06Contact

Work with me.

If you have one repetitive workflow eating your team's week, that's the engagement: I'll map it, build the system, and prove it works. Booking Process-to-Agent Sprints now.

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