AI2 min read

AI assistants in SMB workflows: use and control guide

An AI assistant can help with a well-defined task; assuming it makes correct decisions or knows current regulation is unsafe. For an SMB, start with a low-risk drafting or summarization task, limited data, and human review.

Choose a bounded task

Record fields and ownership

  • Drafting tasks from meeting notes
  • Classifying anonymized text
  • Preparing a source-linked FAQ draft
  • Reviewing permissions and contracts before sharing customer or employee data

Set up validation

For each trial, record input, expected output, errors, and human correction. Do not automate high-impact legal, tax, health, hiring, or payment decisions from model output.

Data and access controls

  • Anonymize sensitive data where possible.
  • Verify in the contract what data reaches the provider and how long it is retained.
  • Check output against sources; do not publish invented citations or figures.
  • Evaluate usefulness against quality criteria and a sample.

Frequently asked questions

Controlled AI trial

  1. 1Choose a low-risk task
  2. 2Limit/anonymize input
  3. 3Verify output against sources
  4. 4Record human review and correction

Questions and answers

Can AI replace an employee’s decision?

No. It may assist with drafting or search; an authorized person must verify outputs and remain accountable.

Can I paste customer data into a general AI tool?

First review data type, lawful basis, provider terms, retention, and access; do not share data when uncertain, or anonymize it.

Can I trust citations in AI output?

Open and verify each source and claim. A generated source name does not prove the source exists or supports the claim.

Sources

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