Mandi Step Glossary

The small human intervention inside a system that prevents an automated workflow from damaging trust. Named from the auction-yard story in Step Into the Loop.

The Mandi Step is the small, deliberate act of a person inside a system who notices that the system is about to do something stupid and chooses to step around it: a phone call, an email, a five-minute conversation, or a human check before the automated workflow damages trust.

The term comes from Prof. Langenkamp’s Substack piece Step Into the Loop, where Mandi, an auction-house employee, repaired a relationship bruise created by a CRM/accounts-receivable workflow. The invoice needed to be paid. The process had a reason. But the automated signal did not know the customer relationship. Mandi did.

The Mandi Step names the future of much administrative and managerial work in agentic organizations. The valuable human is not the one who out-types the machine. It is the one who recognizes when a standard process is about to send the wrong relationship signal, adds context, and moves the matter back into a human channel before damage compounds.

See also

• Human Judgment Layer
• Agent
• Heartbeat
• Aunties
• Mediation (a la Gibson)

Return to Dictionary All Entries (A–Z) For Students Other Writing