Geospatial AI Design Evaluation Interactive Comparison
A traceable interface-evaluation framework for basemap legibility, marker aggregation, spatial-query continuity, and accessible record density.
Downloadable report (PDF)Case Study Library
Open the complete PDF reports behind the public case studies in a new tab, then use the prominent browser download control to save a copy. The documents distinguish source observations, representative simulations, proposed validation methods, and limitations.
Downloadable reports
All files are Adobe Acrobat PDF documents. Each report opens in a new tab where the browser's visible PDF controls include a download option; related links point to the closest public presentation where one exists.
A traceable interface-evaluation framework for basemap legibility, marker aggregation, spatial-query continuity, and accessible record density.
Downloadable report (PDF)A criterion-level matrix connecting four conceptual geospatial interface flaws with corrections, acceptance conditions, and proposed validation methods.
Downloadable report (PDF)An evidence-aware critique of visually polished but operationally weak geospatial layouts, expanded into testable design requirements.
Downloadable report (PDF)A proposed review protocol for capturing criterion-level evidence, severity, evaluator disagreement, and auditable design judgments.
Downloadable report (PDF)A transparent heuristic-scoring concept with repeatable scenarios, visible factor definitions, critical-exception safeguards, and a proposed calibration plan.
Downloadable report (PDF)A reference workflow connecting guided intake, AI-assisted production, human quality review, order state, and digital delivery.
Downloadable report (PDF)A public-safe product-design and development record covering BibleBeacon's experience strategy, feature system, local-first architecture, AI-assisted workflow, QA, release evolution, evidence boundaries, and lessons learned.
Downloadable report (PDF)A study of how explicit, versioned layout factors can turn visual critique into reproducible review evidence without implying a trained model.
Downloadable report (PDF)A validation plan that separates illustrative heuristic scores from operator task measurements, safety claims, and production outcomes.
Downloadable report (PDF)A design brief for preserving entity identity and spatial context while moving from a fictional city overview to detailed building records.
Downloadable report (PDF)A researched interaction and implementation study using one canonical entity model, interruptible camera travel, accessible controls, and a resilient renderer fallback.
Downloadable report (PDF)A scoped interaction system for explaining enterprise design mechanisms through accessible comparisons and explicitly illustrative visual metaphors.
Downloadable report (PDF)A review-ready workflow for consistent scenario capture, defensible acceptance conditions, and structured evaluator evidence.
Downloadable report (PDF)A proposed redesign and evidence protocol covering shared map-and-table state, query races, cluster exceptions, and synthetic pilot validation.
Downloadable report (PDF)A build-handoff study defining the shared PHP integration boundary, fictional seed data, procedural city experience, and release evidence requirements.
Downloadable report (PDF)Evidence boundary These independent portfolio reports include conceptual designs, synthetic or fictional examples, researched guidance, and proposed validation methods. They do not establish client deployment, measured business outcomes, field research, or certification unless a report explicitly supplies that evidence.