Planning an ArcGIS Enterprise upgrade that does not stall mid-way
Version dependencies, licensing, extensions and the rollback plan most upgrade projects discover too late.
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Insights
Technical briefs, method notes and horizon scans from our practice – written for people who have to make the decision, not for search engines.
Deep learning on satellite imagery: when it beats a human, and when it does not
Training data volume, class imbalance and the resolution floor below which feature extraction stops being reliable.
Read the briefMigrating a geometric network to the ArcGIS Utility Network
Asset model design, subnetwork definition and the data quality work that has to happen before migration starts.
Read the briefWhere AI pilots stall – and the four checks that predict it
Most enterprise AI programmes do not fail on model quality. They fail on data ownership, evaluation and the operating model.
Read the briefSpatial data quality: the checks worth automating first
Topology, domains, attribute completeness and coordinate integrity – ordered by how much downstream pain each one prevents.
Read the briefA governance baseline for generative AI in regulated work
Model cards, evaluation sets, human-in-the-loop thresholds and audit trails – the minimum viable assurance pack.
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Briefing service
A quarterly technical brief, without the newsletter padding
One email per quarter: what changed in geospatial technology and applied AI that is worth your attention, what is noise, and what we have stopped recommending.
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