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.

OperationsOctober 9, 20258 min read

Construction Project Agents for RFI Follow-Up

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

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Team PlaybookOctober 2, 20258 min read

Marketing Operations Agents for Campaign QA

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

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Agent GovernanceSeptember 25, 20258 min read

Content Review Agents for Regulated Teams

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

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Implementation StrategySeptember 18, 20258 min read

Data Quality Agents for System Migration

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

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OperationsSeptember 11, 20258 min read

Executive Briefing Agents for Weekly Operating Reviews

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

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Agent GovernanceSeptember 4, 20258 min read

Board Packet Agents for Investor Updates

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

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OperationsAugust 28, 20258 min read

Grant Operations Agents for Application Evidence

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

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Team PlaybookAugust 21, 20258 min read

Nonprofit Program Agents for Case Follow-Up

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

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OperationsAugust 14, 20258 min read

Education Administration Agents for Enrollment Workflows

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

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OperationsAugust 7, 20258 min read

Real Estate Transaction Agents for Diligence Lists

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

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