Case studies
Selected work across our practice.
A few engagements that show how we approach scoping, modeling, and getting AI to production — without theatre.
01
Retail · Computer Vision · Production engagement
Automating retail shelf compliance with computer vision
Replaced a fully manual shelf-audit process with a production CV pipeline that turns in-store images into structured data on card placement, SKU identity, and planogram compliance.
Computer VisionRetail IntelligenceAPI & Tooling
Hundreds saved / mo
Manual inspection hours
Exception-based review
Workflow shift
Scales across stores
Throughput
Near real time
Feedback loop
Avanti PressRead full case study
02
Conservation Science · Computer Vision · Production engagement
Computer vision pipelines for killer whale and humpback analysis
Built two end-to-end CV pipelines that turn raw aerial drone imagery of killer whales and humpbacks into standardized morphometric data — landmarks, segmentation masks, and structured JSON — for Ocean Wise's whale health research.
Computer VisionKeypoint & SegmentationPipeline & API
Single API call
Workflow
Killer & humpback
Species supported
10 (8 + 2 derived)
Landmarks per humpback
Scales to 1000s of images
Throughput
Ocean WiseRead full case study
03
Sports Collectibles · Computer Vision · Production engagement
Automated baseball card grading
Designed and deployed a computer vision workflow that automatically analyzes baseball cards and returns centering measurements in real time — helping collectors decide which cards are worth submitting for professional grading.
Computer VisionClassification & SegmentationWorkflow & API
Eliminated
Manual centering analysis
Instant pre-grading
Collector insights
Reduced
Unnecessary submissions
Scales to more grading factors
Architecture
TradingCard360Read full case study