Production AI,
built for the real world.
Sonic Eye Ventures designs and ships computer vision, machine learning, and generative AI systems for teams that need results yesterday.
What we build
Four practice areas. We pick the smallest combination that solves your problem.
Computer Vision
Our anchor practice. Image recognition.
Applied Machine Learning
Domain-specific models trained on your data.
Data Analytics & BI
Decision-grade dashboards and metrics.
AI-Powered Revenue & GTM
AI that touches the top line. Claude skills, report generation, and AI integrations.
Selected work
A few engagements that show how we move from problem to production.
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 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.
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.
From signal to system
A pragmatic, four-phase engagement model that keeps risk low and velocity high.
We map your problem, data, and constraints. You leave with a clear opportunity assessment, not a sales deck.
A fast, scoped POC against real data with measurable success criteria. Built to throw away if the answer is no.
Hardened pipelines, monitoring, evaluation, and a handover plan. Built to run, not to demo.
Retraining, drift monitoring, and incremental improvements as your data and your business evolve.
Have a problem worth solving with AI?
Tell us what you're working on. We'll come back within two business days with an opinion on how we can help.
Start a conversation- Next-day response on every inquiry
- U.S. based talent
- Production-grade handover