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
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Practical notes on applied AI, technical decisions and spatial software. Explore a use case, assess a platform, or plan your next build.
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Before the build,
make the right decisions.
Three practical guides to scope useful AI work.
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1203 articles↗
AI strategy and delivery / 2 min read
How to scope an AI feasibility sprint
Define one useful AI task, evaluate it against the current process, and leave a feasibility sprint with a clear build, revise or stop decision.
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.
Construction Infrastructure / 2 min read
AI Glasses For As-Built Comparison Support: Construction And Infrastructure Use Case
Support visual comparison between intended work and observed site conditions. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Contractor Progress Evidence: Construction And Infrastructure Use Case
Document contractor work progress and blockers from a first-person view. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Defect Capture: Construction And Infrastructure Use Case
Capture defects with visual context, voice notes, and automatic summaries. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Infrastructure Asset Walks: Construction And Infrastructure Use Case
Capture bridges, roads, rail, utilities, and public assets during inspections. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Maintenance Planning Capture: Construction And Infrastructure Use Case
Capture future maintenance tasks during infrastructure inspections. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Quality Assurance Walks: Construction And Infrastructure Use Case
Create QA evidence while inspectors keep moving through the site. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Remote Engineer Review: Construction And Infrastructure Use Case
Let engineers review live field context without sending another crew member. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Site Induction Companion: Construction And Infrastructure Use Case
Guide visitors and new workers through zones, rules, and hazards. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Site Walk Reporting: Construction And Infrastructure Use Case
Turn site walks into structured progress, risk, and action reports. A practical AI glasses use case for construction and infrastructure teams.
Construction Infrastructure / 2 min read
AI Glasses For Utility Inspection Memory: Construction And Infrastructure Use Case
Help teams remember utility markings, access points, and field conditions. A practical AI glasses use case for construction and infrastructure teams.
Executive Operations / 2 min read
AI Glasses For Board Visit Storytelling: Executive And Operations Use Case
Prepare spatial and visual evidence from site visits for leadership communication. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Customer Experience Audits: Executive And Operations Use Case
Record first-person customer journey observations for service design teams. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Digital Transformation Discovery: Executive And Operations Use Case
Use AI glasses to find where spatial computing and applied AI actually fit. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Executive Site Visit Memory: Executive And Operations Use Case
Turn executive walkthroughs into structured observations, questions, and follow-ups. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Facility Planning Capture: Executive And Operations Use Case
Document space use, equipment placement, and future planning constraints. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Innovation Pilot Evaluation: Executive And Operations Use Case
Capture evidence from AI glasses pilots and compare use cases systematically. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Operations Review Capture: Executive And Operations Use Case
Capture what leaders see during operational reviews and convert it into actions. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Process Improvement Walks: Executive And Operations Use Case
Document bottlenecks, movement, wait times, and friction during process walks. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Risk Review Memory: Executive And Operations Use Case
Capture visible risk signals during executive or audit walkthroughs. A practical AI glasses use case for executive and operations teams.
Executive Operations / 2 min read
AI Glasses For Vendor Walkthrough Notes: Executive And Operations Use Case
Summarize vendor demos, site visits, and procurement observations. A practical AI glasses use case for executive and operations teams.
Field Service / 2 min read
AI Glasses For Field Training Companion: Field Service Use Case
Give newer technicians a guided assistant during live service tasks. A practical AI glasses use case for field service teams.
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