I’m an enterprise performance and change leader applying AI to how organisations make decisions and get work done.

My background is in organisational change, enterprise performance and coaching. I now apply AI to how organisations spot issues and respond: developing proactive insight, designing the workflows that follow, and helping colleagues use the technology in their own work.

Applied work

Proactive insight, workflow design and helping people apply AI in practice.

What the recent work has changed

“A report still leaves someone to find the issue. I want systems that bring the issue to them, explain why it matters and help them respond.”

My reporting work made information easier to consume. PRG let me question the underlying evidence. Mission Control took the next step: infer insight from related data and proactively alert someone when it needs attention. The direction now is to build agent workflows around those triggers, so insight leads into useful work.

Earlier tools that led here

Cockpit's header and quick-capture bar

Cockpit

An AI action board that does the reading and drafting around meetings while leaving the decision about what matters today with the person doing the work.

Work · Python, local LLM CLI

Strategic Alignment report showing goal-mix stat tiles

Jira Reporting Tools

A reporting toolkit that removes repetitive production work, uses AI only for narrative, and exposes unreliable delivery data instead of hiding it behind a polished report.

Work · Python, Jira API

Other practical work

Two smaller systems that show the architecture at a scale where I can test every part myself.

Architecture diagram for a personal AI workbench connecting Memory Tools, an inbox review gate, Brain, Toolbelt and AI sessions

Working personal architecture

Personal AI workbench

Memory Tools handles capture and review, Brain holds durable context, and Toolbelt provides capabilities that can be reused across projects and AI harnesses.

Personal · Knowledge architecture, shared tooling, human gates

Discord Relay (Clive)

I built Clive to perform tasks and save time for a gaming alliance. He ended up becoming something the community chats and jokes with, which is what pushed me to build out his memory and personality properly.

Personal · Node.js, LLM failover

An everyday use case

ParentMail School Notifications

One school inbox mixed every kid's messages together, with no way to filter by child. I built a scanner that splits school messages into a separate inbox and calendar per kid.

Personal · Node/Express, Playwright

Dark War Codes

A weekly gift code needed redeeming across several game accounts by hand, every week. I built a watcher that catches the code and redeems it automatically, wired into Clive so the community sees the result straight in Discord.

Personal · Python, Discord API, GitHub Actions

ViewQueue

An early mobile-first YouTube scheduler designed to learn viewing habits without manual tagging. Watch-history sync works; habit learning, playlists and the app are not built yet.

Personal · Python, YouTube API

Brain

The shared context, skills and small tools behind my projects, built so the AI setups I use do not start every session from nothing.

Personal · Markdown, PowerShell, Python, agent skills

Paper Trader

A pipeline that scores on-chain wallets on their own history and paper-trades alongside them, built to test whether a strategy holds up before any money is involved.

Personal · Python, SQLite, on-chain data

Outside of work

Outside of work I'm Leeds-based with a family. I like technology and computing in general: home networking, DIY electronics, 3D printing, the same curiosity that drives most of the projects above, just for its own sake rather than solving a work problem. Away from a screen, it's triathlon and cycling.

Thomas Roberts cycling, Mallorca 2024

What I am looking for

I am interested in AI adoption, transformation, strategy and value-realisation roles where the work is about choosing the right problems, aligning stakeholders, changing operating practices and proving outcomes. I am not looking for a software engineering leadership role.

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