modelledger
AI agents vs workflows: differences, examples and when to use each
Compare AI agents with fixed workflows using support and document-processing examples. Choose the simplest system you can test, control and recover.
Workflows.
Clear thinking for the work in front of you.
3 stories
Valid JSON is only the start of a reliable AI workflow.
A practical checklist for turning AI-generated fields into usable records: schema checks, source evidence, failure handling, and a small pilot.
From customer reviews to a useful AI report.
A repeatable review-analysis workflow that preserves source evidence and makes uncertain classifications visible.
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