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Strong OpinionsAugust 7, 2026 · 1 min read

Corporate Privacy Rules Don't Fit a Company of One

The AI privacy advice you've heard was written for companies with legal departments. The pragmatic middle path for solo founders: what to strip, what to share, and the one non-negotiable.

by Claire B. Soares

One desk, one founder, one set of rules that actually fit

Corporations tell their people: never put company data in AI. Easy for them, they have departments to do the analysis some other way. If you're a company of one, that advice quietly means "never get the value." You've got to put real information in AI if you want real help. The question is how to do it like an adult.

“Corporations will say don't do this, don't do that, but they got money to have someone do that for them.”

Claire B. Soares·DMV workshop on AI for small business, May 2026

The pragmatic middle path

  • The non-negotiable first: turn OFF model training in your AI's settings before anything else. Your business conversations should never teach someone else's model.
  • Strip identifiers, keep substance: analyzing your finances? Remove the business name and tax IDs from the statements, then upload, the numbers are the value; the identifiers are the risk.
  • Personal data stays out: your home address, phone numbers, government IDs have no business in any chat.
  • Sensitive personal research gets a separate account, keep your business AI's memory strictly business.
  • Know your profession's rules: if you carry legal privilege or health-data obligations, generic tools may not be appropriate at all. That's private-instance territory, and honest advisors say so instead of pretending one answer fits everyone.

Privacy isn't a wall; it's a trade you should make consciously, this data, for this value, with these settings. Corporations can afford to refuse the trade. You can't afford to make it blindly. The middle path is where a company of one actually lives.

Claire's own numbers

The framework, step by step

  1. 1

    The non-negotiable first

    turn OFF model training in your AI's settings before anything else. Your business conversations should never teach someone else's model.

  2. 2

    Strip identifiers

    keep substance: analyzing your finances? Remove the business name and tax IDs from the statements, then upload, the numbers are the value; the identi

  3. 3

    Personal data stays out

    your home address, phone numbers, government IDs have no business in any chat.

  4. 4

    Sensitive personal research gets a separate account:

    keep your business AI's memory strictly business

  5. 5

    Know your profession's rules

    if you carry legal privilege or health-data obligations, generic tools may not be appropriate at all. That's private-instance territory, and honest a

Claire's own framework from this essay, in the order she teaches it.

Source: Claire B. Soares, from her own travel business and live trainings.

Common Questions

Is corporate AI privacy advice right for a solo business?

Not entirely. Advice written for organizations with departments effectively means never getting the value when you are a company of one, so the trade has to be made consciously.

What is the one non-negotiable AI privacy setting?

Turning off model training before anything else. Your business conversations should never become someone else's training data.

What should never go into an AI tool?

Home addresses, government IDs, and full payment card numbers. Strip identifiers from financial documents and keep sensitive personal research in a separate account.

Claire B. Soares
Claire

Written By

Claire B. Soares

Claire B. Soares is the founder of Travel AI University, a 6x Condé Nast Traveler Top Travel Specialist, and a Certified AI Consultant with a B.S. in Computer Science. A top 10% enterprise sales executive, she sold $3.4B+ in enterprise software to Google, Microsoft, IBM, Boeing, the federal government, and the DoD, then built $16M+ in luxury travel sales.

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