Pick one boring problem this week and point AI at it end to end. Old pension statements into one spreadsheet you can actually change. Not a course. Not a chatbot. A job you were going to do badly anyway.
The usual AI version of buying tyres is ask for the cheapest. Useless. Give it a job: spec, distance, date, what matters besides price. It researched, emailed fitters, scraped sellers, filled a sheet. I decided at the end.
I built a podcast for an audience of one. Overnight script from my calendar, notes, unread reports, meeting prep. ElevenLabs has it on my phone by morning. Five minutes while the coffee goes on. Not reading faster. Hitting the window when my brain will take it in.
Google Cloud and Accenture just stood up a thousand forward-deployed engineers for Gemini. Having spent hundreds of billions building intelligence, the industry is hiring people to install it. Rather makes the point.
AI is sold in supplier units: GPUs, tokens, agents, gigawatts. Factories care about scrap, changeover minutes, stock on shelf. ChatGPT for the inbox counts as AI strategy in a surprising number of places. Wrong units.
Every leader learns not to hire yes-people, then installs the most capable one ever built and calls it productivity. I stopped setting mine up as a better me and set it up as the number two: pressure-test before I commit, build the evidence case I skip.
We've all uploaded a doc and said summarise this. That's compression. Tell it summarise for usefulness instead, five things worth attention, what's new, what to question, what to ignore, and it sometimes only finds three. Judgement, not a shorter PDF.
Claude Cowork opened ChatGPT in a real browser, read each reply, wrote the rebuttal, sent it, six rounds while I watched. Motion: does AI make junior hires more valuable or less. Two sentences a turn. No hands on the keyboard.
I subscribe to more newsletters than I read. Fixed it with a weekly AI agent on my inbox: named senders only, dump the login/sponsor padding, read the body not the subject, group by theme across sources, one doc once a week.
Every week the bots hunt my email for invoices and subscriptions, download the PDFs, and drop them into a spreadsheet against the company. Accountant and Xero next. The repetitive bit is off me and once it's running properly, it's brilliant.
I built a podcast for an audience of one. Overnight a script from my notes: day ahead, news for me, unread reports, meeting prep where we left off. ElevenLabs creates five calm minutes. Build is simple. Knowing when your brain lets information in is the key bit to make it work
I asked AI to take every household contract I have, extract the end dates, research the best time to renegotiate each one (different per category), and drop reminders in the calendar a week before that window. Three steps in one go. You stop shopping around at the last minute.
I connected AI to my energy provider and the smart home with real usage and half-hourly pricing. AI showed solar didn't stack up because my tariff is good. A battery is simpler: fill overnight at 6.9p, run the house by day instead of 30p. AI using real data to help decisions.