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RECIPE BENCH / 16NO COMPANY DATAREVIEW 2026.07
Small Business Tech AIWorkflow recipe bench
CONCEPT / REVIEWED JULY 22, 2026

Approved data boundary

What data should a small business allow into an AI workflow?

Allow only the minimum information needed for the task after the business has classified it, removed prohibited detail, and verified the provider's current handling, access, retention, training, and deletion terms.

KEY POINTS

What the operating concept requires

  • Start trials with fictional, public, or safely redacted examples.
  • Name prohibited categories before anyone copies information into a prompt.
  • Treat customer, employee, financial, health, credential, contract, and regulated information as separate review questions.
  • Recheck the boundary when the provider, account plan, integration, task, or audience changes.
LIMITS

What this concept does not prove

  • A generic checklist cannot determine contractual, legal, regulatory, confidentiality, or sector-specific permission.
  • Removing names may not make a record non-identifying when context can still reveal a person or organization.

Connected knowledge

RELATED CONCEPTSource-grounded promptWhat makes an AI prompt source-grounded?RELATED CONCEPTHuman checkpointWhere should a human checkpoint sit in an AI workflow?RELATED CONCEPTAI workflow stop conditionWhat should make a small-business AI workflow stop?APPLIED GUIDESet the data boundary before writing the promptClassify what may enter the workflow, what must be redacted, and what must stay out.