Forty years of watching how work really gets done.
Forty years at work: behind a shop counter, in schools, in a factory office, freelance, in IT support, web design, systems, marketing and operations. Charlie has managed teams, reported to directors, built AI systems that people use every day, and been the person who quietly kept things working.
In every one of those jobs, the same characters turned up. You leave a job thinking at least you'll never have to deal with John again, and there he is at the next one, in a different jumper. Charlie Jacks gives those characters names, so the rest of us can recognise them, laugh, and work with them.
Charlie uses AI every day, builds with it, and is genuinely excited about what it can do. Charlie also spends a lot of time watching what happens around it: the work that moves, the people who quietly hold it together, and the conversations that never quite reach the boardroom.
AI arrived in most businesses faster than anyone could talk about it. Leaders saw faster output and lower costs. The people doing the work saw more to check, more to fix and more to explain. Owners saw one more thing on an already full plate. Everyone was right, and hardly anyone was talking to each other about it.
Charlie Jacks exists to help with that conversation. Not to tell anyone how to run their business, but to name what is happening, from both sides of the table, clearly enough that people can recognise it and talk about it before it costs them.
Don’t put a human in the loop. Put them in the design.
Think of the best team you were ever part of. Fabz had the ideas. Clara quietly checked everything and caught the problem before a customer saw it. Derek remembered it had been tried in 2019, and why it stalled. Max pointed at the horizon and made everyone move, and every so often somebody asked the awkward question. None of them was perfect. They bounced off each other, and the good managers knew it. They weren’t collecting job titles. They were getting the mix right.
Then NEIL arrived, and now agents are being built for every box on the org chart. Each has a job description. None has a temperament. So they all turn out to be a polished Fabz: ask for ten new ideas and you get ten shiny things, all the same shape, and much like the ones your competitor’s agents made this morning. What’s missing is the Clara who says ‘these are all the same’. Nobody built her in.
Some firms are too cautious, and the speed that was meant to help is slowing them down. Others are running with it and have quietly lost the human layer. It wasn’t removed on purpose. It just wasn’t in the plan.
The usual answer is a human in the loop: a person at the end, tasting the dish before it goes out. By then the dish is made. People belong in the recipe itself. Their judgement, their memory of what failed last time and their feel for the customer are ingredients. Leave them out and you still get a dish. It just isn’t yours.
Anybody can buy the tools. The advantage now goes to the teams who design the mix on purpose, people and agents together. Which one is your Fabz? Who is playing Clara? And somebody has to be The Friction. It doesn’t have to be a person, but it does have to be someone.
Tools
Ten of them, each built for one job, plus a plain-English glossary and a line-up of agent types: comparing how leaders and teams see things, seeing your team's mix of characters, counting the time AI really saves, translating between the two seats, giving each AI agent a personality and a job card, and handing your team's agreement over to its AI.
Free cards, paid yearTable Talk
Short discussion cards, 15 minutes at a breakfast or 45 at a longer meeting, for networking groups and team meetings. Something to talk about that isn't a sales pitch, with nothing to prepare.
In developmentTeam packs
Ready-to-run sessions for away days and for bringing in AI. Each ends with something the team writes itself, in its own words, to keep.
In developmentGuides
Short, plain guides for each seat: for directors who want to know what AI is really doing, and for the people doing more than their job title says.
Coming laterThe book
The Paradoxes of Marketing: eighteen patterns that explain why work feels the way it does, and the cast of characters who turn up in most businesses.
Free, weeklyThe Substack
A new pattern most weeks, named and looked at properly. Nothing to buy.
The useful bit first, in plain words, then the story if you're still listening. The characters are there for the people who enjoy them. Everyone else gets the sentence.
Charlie is on AI's side. For a lot of people it is the best colleague they have had in years, and also the only one who has never once said "hang on, are we sure about this?" So every pattern on this site starts with what AI is giving you, and only then gets to the bit worth watching.
Nobody is the villain. The director pushing for speed usually has a good reason, and so does the person asking questions. Most of the trouble lives in the gap between their two chairs.
The numbers check out. Every figure on this site has its source beside it, with the country and year, and anything that can't be verified says so. The free tools keep nothing on any server.
Charlie Jacks is a pen name, because Charlie still works in marketing. Which, if you have been paying attention, will make immediate sense.
Nothing on this site is about any particular company. Every story is a pattern seen many times, in many buildings, with the names changed and the details blurred.
Get in touch: hello@charliejacks.uk