Applied AI engineering / 2 min read
On-device or cloud AI: choosing around the workflow
A practical decision guide for teams comparing local and hosted AI: data sensitivity, connectivity, quality, device constraints and evaluation.
Untropy XR / Field notes
Applied AI engineering
On-device inference, visual intelligence and retrieval: decisions that turn model capability into useful software.
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Applied AI engineering / 2 min read
Designing visual intelligence for inspection workflows
How to turn inspection photos and notes into reviewable records, with source evidence, structured findings, semantic search and human approval.
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