Field Notes

Practical notes on AI agent deployment.

Short essays on where agents fit, how teams should sequence implementation, and which technical choices actually change the operating model.

Team PlaybookDecember 18, 20258 min read

Renewal Risk Agents for Customer Success

A field note on where renewal risk agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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Team PlaybookDecember 11, 20258 min read

Deal Desk Agents for Approval Routing

A field note on where deal desk agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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OperationsDecember 4, 20258 min read

FP&A Agents for Forecast Variance Notes

A field note on where FP&A agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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Agent GovernanceNovember 27, 20258 min read

IT Helpdesk Agents for Access Requests

A field note on where IT helpdesk agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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OperationsNovember 20, 20258 min read

HR Operations Agents for Employee Changes

A field note on where HR operations agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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Team PlaybookNovember 13, 20258 min read

Recruiting Coordination Agents for Interview Loops

A field note on where recruiting coordination agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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OperationsNovember 6, 20258 min read

Logistics Exception Agents for Shipment Recovery

A field note on where logistics exception agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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OperationsOctober 30, 20258 min read

Inventory Replenishment Agents for Operations Leads

A field note on where inventory replenishment agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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OperationsOctober 23, 20258 min read

Warehouse Slotting Agents for Daily Planning

A field note on where warehouse slotting agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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OperationsOctober 16, 20258 min read

Property Management Agents for Maintenance Intake

A field note on where property management agents can fit, how to pilot it safely, and which operating metrics prove whether the workflow actually changed.

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