Topic

Decision Support

Preparing the next action without becoming the decision-maker.

Experiments

Field Experiment #00312 Sept 2026

Structured Business Information → Appropriate Next Action

Using the ten structured cases from Experiment #002, a human and an AI each assigned a priority, a next action, a reason and something to avoid. Both converged on the same operational pattern. AI was more conservative about missing information and stronger on operational prerequisites; the human was more commercially proactive and read customer psychology.

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Field Experiment #00229 Aug 2026

Messy Business Information → Structured Output

Ten synthetic packaging and printing inquiries were converted into a structured table by a human (about 30 minutes) and by an AI model. AI output was more systematic in extraction, completeness and flagging missing information. Human judgment remained stronger on commercial context. No time-saving figure was established.

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Findings

AI Can Prepare the Next Action Without Being the Decision-Maker
Source: Experiment #003

Field Notes

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