How Claude AI Prototyping Changed My Product Workflow
Previously PM teams would work with designers and developers to visualise concepts and validate ideas. I don't have the luxury of those resources, but I do work in a fast-paced environment where features ship in under two weeks. I wanted to see what prototyping with AI could do. This post covers thr
Why We Built In-App Alerts for Nucleus Instead of Sending More Emails
Our internal systems worked well for developers, but we had no way to reach administrators inside Nucleus itself. Email was noisy and arrived at the wrong time. Release notes were forgotten by the time clients needed them. This post covers how we built a cross-instance alert system to reach admins i
Unified Pricing Management into a Single Interface in Nucleus
What looked like a simple pricing request from the Film Awards team turned out to be a systems architecture problem. Pricing was scattered across Nucleus with no single source of truth, and they'd been working around it with artificial categories and manual interventions. This post covers how we reb
Improving Judge Creation in Nucleus
How a support ticket led to a small but useful workflow fix for creating and communicating with judges.
What I’m Building in 2026: AI and Automation Across Product Platforms
An outline of what I’m building in 2026 across automation, AI, and platform work, including Product Scope consultancy projects, BAFTA roadmaps, and applied prototypes.
Nucleus in 2025: A Year of Incremental Change
A practical recap of what shipped on BAFTA’s Nucleus platform in 2025, covering pricing, judging workflows, admin tooling, finance, and operational improvements delivered incrementally by a small team.
Rebuilding Nucleus Around Content: The Story of Media Library
Each entry had space for exactly one video file. If someone submitted to multiple categories, they uploaded the same 4–10GB video each time. Painful for entrants, wasteful for BAFTA. My first fix didn't work. So I stopped patching and redesigned the entire workflow. That's where Media Library came
Building a Make.com Personal Assistant
How I built a working AI assistant in two days using Make.com and no-code tools to automatically route voice notes and messages to my calendar and Notion.
Building Visa Scope AI, Part 3: Making It Production-Ready
From working MVP to professional product: GDPR compliance, security improvements, email and PDF design, discovering Landbot's 20-question limit, and why conversational AI wasn't the right solution.
Building Visa Scope AI, Part 1: From Problem to No-Code Plan
Testing whether no-code tools can build professional products: the market research, B2B to B2C pivot, £49 pricing strategy, and MVP scoping behind Visa Scope AI.