OfRoot field notes

Better decisions before better software.

Practical guides for finding costly work, evaluating AI and automation opportunities, and building systems whose value can be explained after launch.

Featured guide

Map → Measure → Prioritize

A field guide for the work hiding between systems.

August 7, 20269 minute read

How to Find the Manual Work Worth Automating First

A practical method for mapping recurring work, calculating its real cost, scoring opportunities, and choosing the smallest automation with a defensible business case.

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Structured insight 01

AI discoverability

What Is AI Discoverability?

A practical outline for making a company easier to find, understand, and cite across search and AI-generated answers.

Open insight

Structured insight 02

Technical implementation

SEO vs. AEO vs. GEO: What Companies Actually Need

A decision-oriented outline for treating SEO, answer optimization, and generative visibility as one system.

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Structured insight 03

Private AI

How to Build a Private Company AI Assistant

A reliability-first outline for designing a company assistant around approved sources, permissions, citations, and measurable use.

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Bring the bottleneck

Turn the field guide into a ranked operating roadmap.

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