Everseen Tech Stack
Vision AI platform for retail loss prevention and operations
Everseen operates a Vision AI platform deployed across 150,000+ checkouts and 10,000+ stores globally, primarily serving the world's largest retailers. The tech stack — TensorFlow, PyTorch, Kubernetes, Apache Airflow, and GCP/Azure/AWS — reflects a mature ML infrastructure org; the recent adoption of Flux and Terraform signals a shift toward declarative infrastructure-as-code practices. Active hiring leans engineering-heavy (11 roles) with secondary focus on sales and ops, while pain points center on deployment reliability, platform performance, and complex incident management — typical scaling challenges for computer-vision systems operating at retail scale.
Tech Stack 66 technologies
What Everseen Is Building
◆Challenges
- Reducing deployment issues
- Shrink reduction
- Complex incident management
- Platform performance optimization
- Improving l3 support reliability
- System installation rollouts
- Customer expectations management
- Upselling opportunities
- Cross-selling opportunities
- Data integration across complex systems
▲Active Projects
- Maintain alertmanager and grafana dashboards
- Proof of concepts
- Iac pipelines on aks and gke
- System installation rollouts
- Platform deployment
- Customer onboarding
- Shared services for model tracking and versioning
- System rollout management
- Proof of concept development
- Position evershelf and evereagle into evercheck base
Hiring Activity
Department
Seniority
Notable leadership hires: Country Lead, Head of Operations
