VOLOVLOAutomation risk & transition, task by task
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VLO
VOLO

Understanding how automation changes work — task by task, with the evidence shown and the uncertainty admitted.

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© 2026 VOLO

Plans

VOLO Pro: your tasks, your own numbers

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.

Free

Read every judgement, and get told when one changes.

USD 0

Always. No account needed.

Browse occupations
  • Every page on this site: task judgements, verified records, sources, the ontology.
  • The public MCP server — every tool, no key: mcp.flyvolo.ai/mcp
  • The public A2A agent — your own agent can ask VOLO's agent directly, no key: flyvolo.ai/.well-known/agent-card.json
  • The email digest: up to three occupations, sent when something is verified, and a quiet issue on Mondays when nothing is.

Free during the launch

VOLO Pro

Work on your own tasks: remember them, gather them, test AI on them.

USD 0until November 30, 2026

Then USD 9.90 for 30 days, only if you choose to continue.

Open your free workspace

Everything in Free, plus:

  • A workspace that remembers up to twelve jobs and degrees, and which of their tasks are yours.
  • What changed: new verified records on what you follow, which of them touch your own tasks, what stayed quiet, and one thing to verify this week.
  • Your task sheet: only your tasks, across everything you follow, each with its basis and what it does not establish — one page to print or save as PDF.
  • Experiments that test AI on one of your tasks, by a rule you fix before you start.
  • The same memory in your AI assistant — Claude, ChatGPT, Cursor, Codex — through a personal MCP address and a weekly-brief prompt.
  • Your own A2A agent: any agent that speaks A2A can tell VOLO what you follow and which tasks are yours, and ask what changed for you.
  • Download everything, or delete your account yourself, at any time.

No card. Nothing is charged, nothing renews by itself, and you can delete your account at any time. It is a launch experiment: we want to learn whether people come back to use it, so it is free while we find out.

Experiments

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.

An experiment page in VOLO Pro: the rule fixed before starting, then the result — adjust and try again.
Example with made-up numbers: the rule asked AI to save at least 20%, it saved 16% — so the verdict is to adjust and try again.

Compare the plans

FeatureFreeVOLO 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

How it works

  1. Enter your email on the account page and open the link we send.
  2. Follow your job, or the degree you study, and tick the tasks that are actually yours.
  3. Read what changed, print your task sheet, or start an experiment.
  4. If you use an AI assistant, generate a key and paste the prompt we give you; then ask it “what changed for me this week?”

Questions

What happens when the launch ends?

After November 30, 2026, Pro costs USD 9.90 for 30 days. Buy a month, use a month: nothing renews automatically. We email you three days before the launch ends and once when it has ended. If you do nothing, the personal features pause; the site and the public tools keep working, and nothing you saved is deleted.

How do I pay after the launch?

Payment is not automated yet, so this page is not a checkout. To continue after the launch, email us from the address you signed up with; we reply with how to pay. hermans@foxmail.com

Do I need an AI assistant to use it?

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.

Does Pro change the judgements?

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. You pay for the remembering, the gathering and the measuring, not for the content. If a judgement ever goes behind this payment, hold us to this sentence.

What will it not do?

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. Paid answers follow the same rules as free ones: a judgement labelled inferred stays labelled inferred.

What do you store, and can I delete it?

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 →

Open your free workspace