Notes and deep dives

Starting this space to share calm, practical write-ups on maps, data, and solving real problems. Expect measured takes, diagrams, and walkthroughs as I go.

I’m also keen to explore reader questions; if there’s a sticky spatial challenge you want unpacked, let me know.

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 audit trails. Covers batching strategies, schema contracts, and what to automate versus validate.

Governed AGOL → Enterprise migrations at scale

How to move authoritative layers from ArcGIS Online into Enterprise with clear ownership, role-based access, and zero surprises for downstream users. Includes a migration playbook, cutover sequencing, and post-migration validation.