Ten Past Tomorrow AI Work Forecast How AI is reshaping work, from single tasks to whole industries
Ten Past Tomorrow

AI Work Forecast

A practical, balanced read on how AI is reshaping work, broken down task by task. It scales to any level: a single role, a whole team or department, an entire organisation, or a whole industry. Not hypey, not doomy. Just specific.

Tasks → Roles → Teams → Departments → Organisations → Industries
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Don't stop at the first answer. Pick one of these, swap the bits in orange for your own context, and have a proper back-and-forth.
My role I'm a [job title, and industry]. Give me a down-to-earth assessment of how AI will affect my role in the short term, then where it shifts as AI develops. No rating codes, no tables, three paragraphs, conversational like colleagues over coffee.
My team I'm the [job title] for a [describe your organisation]. Help me prioritise AI use cases for my [team] now, and how to prepare them as AI evolves. Skip the codes, jargon and tables. Keep it short and conversational.
My business Let's talk through the future of our business and industry. We're a [describe your organisation and industry in 3-4 sentences]. How might we need to change our workflows, skills, team size, and how we deliver? Plain English, back-and-forth.

Private by design. Ten Past Tomorrow cannot see your conversation. This runs on our own infrastructure, and nothing you share is stored or used for training.

The Exposure Key (E0 to E11) is from Paul Roetzer and SmarterX's JobsGPT, inspired by OpenAI's 2023 paper "GPTs are GPTs". This is Ten Past Tomorrow's own assistant, powered by Claude.