Field Experiments

Each experiment tests AI against a real business workflow with a human baseline alongside. Newest first. Every page shows the method, the results, the failures and the limits of what was established.

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.

Information Processing
Decision Support
AI Reliability

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