Plans
The free site tells you how AI is changing a job, task by task. Pro is where you do something with it: keep the jobs and the tasks that are yours, see what changed for them, keep one task sheet, and test AI on your own work by your own numbers.
Read every judgement, and get told when one changes.
USD 0
Always. No account needed.
Browse occupationsFree for individuals
Work on your own tasks: remember them, gather them, test AI on them.
USD 0for individuals, with no end date
Not a trial. Nothing to renew.
Open your free workspaceEverything in Free, plus:
No card. Nothing is charged, nothing renews by itself, and you can delete your account at any time.
Companies, universities, polytechnics and career services pay USD 9.90 per institution for 30 days for the deeper work: their own role list, or a degree programme's graduating cohort, mapped against the evidence task by task, written up with the blind spots named, and walked through with their team. The content they read is the same content you read here, free.
Pick one of your tasks and the one step you will hand to AI. Before you start, you fix the rule: how many times you will do it each way, and how much time AI has to save to be worth continuing. Then you log each instance — minutes spent doing, checking and fixing, and whether the result passed your own quality check.
The verdict follows the rule, not the mood: continue on a small scale, adjust and try again, stop, or not enough evidence yet. If quality drops, being faster does not count. “It did not help” is a real result — it keeps you from rolling out something that does not work. What you log is yours: it is never used as public evidence or as a case study.
| Feature | Free | VOLO Pro |
|---|---|---|
| Reading | ||
| Every occupation and degree, task by task | ||
| Verified records, with their sources and limits | ||
| The ontology and open data | ||
| The public MCP server | ||
| The public A2A agent | ||
| Following | ||
| Email digest, up to three occupations | ||
| A workspace for up to twelve jobs and degrees | ||
| Mark which tasks are yours | ||
| New records that touch your own tasks | ||
| Doing | ||
| Your task sheet, to print or save as PDF | ||
| Experiments with a rule fixed before you start | ||
| Personal MCP address and weekly-brief prompt | ||
| Personal A2A agent | ||
| Your data | ||
| Download everything, or delete it yourself | ||
For individuals, yes, and with no end date: it is not a trial, nothing renews and nothing is charged. VOLO is paid for by institutions — companies, universities and career services — that want the deeper work done for a whole team or cohort.
Work done for them, not access to content: their own role list or a graduating cohort mapped against the evidence task by task, written up with its blind spots, and walked through with them. VOLO for institutions →
No. Everything works in your browser on the account page. If you already use Claude, ChatGPT, Cursor or Codex, you can connect the same workspace to it as well.
The task judgements and records stay free — on this site and on the public MCP server — and Pro shows you the same judgements, word for word. Pro adds the remembering, the gathering and the measuring, not different content. If a judgement ever goes behind a payment, hold us to this sentence.
It does not tell you who to make redundant, does not give a readiness score or a risk percentage, and never answers “how long do I have?” with a year. Work that institutions pay for follows the same rules: a judgement labelled inferred stays labelled inferred.
Your email, the dates your access runs, what you follow and which tasks you marked, the experiments you log, a digest of your key if you make one (never the key itself), the language for our emails and which reminders we have sent — plus, while you are signed in, a digest of that session. No payment details and nothing else. You can download all of it or delete it yourself on the account page. Privacy →
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