Notes and deep dives

We share practical write-ups on spatial systems, system-of-systems thinking, and adoption challenges in regulated environments—with clear requirements and validation stories.

Expect measured takes, diagrams, and influence-led change frameworks grounded in Influence: The Psychology of Persuasion, plus real-world verification lessons.

Designing trust: Principles for spatial system adoption

How hard work and commitment translate into measurable adoption milestones and acceptance criteria.

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Reducing GIS ingestion latency without breaking lineage

A field-tested walkthrough of trimming hours off multi-source GIS loads while preserving metadata, QA checkpoints, and verification trails.

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Governed AGOL → Enterprise migrations at scale

How to move authoritative layers from ArcGIS Online into Enterprise with clear ownership, role-based access, and tested cutovers.

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