Pairs are flagged only when the key you chose matches, and you merge nothing in this step.
Specification only. SME Automation does not build, support or troubleshoot implementations; use your own team, an AI agent or an implementer.
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Function notes: Meeting write-ups and the copying between tools you already use.
Specification only. SME Automation does not build, support or troubleshoot implementations; use your own team, an AI agent or an implementer.
AI tool
Use Claude to flag duplicate records in a base
Pairs are flagged only when the key you chose matches, and you merge nothing in this step.
Time: About one to two days, including a trial on an old record.
Difficulty: Moderate
Tools: Airtable, Claude
Bases collect the same person twice under slightly different emails.
Pairs are flagged only when the key you chose matches, and you merge nothing in this step.
A key column, then pairs, then the base.
Public outline. Setup, settings, and prompts are on the full specification.
Trigger · Airtable
You export the key column Nothing is sent yet.
Action · Claude
A draft is made from the key values. A person reads it before it goes anywhere.
Check · Airtable
A person keeps the accepted text on the record.
First setup: About one to two days, including a trial on an old record.
After it is running: A few hours a week of drafting, once a person still checks the output.
These are planning ranges, not a measurement of your business. They are not a promise of time saved, and they are not a quote for implementation.
Industries: Most small businesses. Updated 16 Oct 2026. The full specification exports as Markdown for an AI agent, and also as PDF and JSON.
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