Who We Are
A small, passionate team turning complex vision problems into real-world solutions.
Aether Advanced Technology is a computer vision and machine learning engineering firm based in Dallas, Texas. We build production-ready AI systems that automate inspection, detection, and decision-making for manufacturers, logistics providers, and industrial operators.
We're engineers first, and our systems are designed for the constraints of real facilities: variable lighting, high throughput, legacy equipment, and zero tolerance for downtime.
From robotic vision and quality inspection to security and monitoring, Aether partners with clients end to end — from strategy and development to deployment and long-term support — to make advanced visual systems accessible, reliable, and impactful.
How We Work With You
AI Strategy & Roadmap
Strategic planning and expert guidance for effectively integrating AI-driven computer vision into your business. We assess your current operations, identify high-impact opportunities, and build a phased roadmap that aligns with your budget and timeline.
- Opportunity Assessment
- ROI Analysis
- Technology Roadmap
Rapid Prototyping
Accelerated development of computer vision proof-of-concepts (POC) to quickly validate ideas and minimize investment risk. We move from concept to working demo in weeks, not months, so you can make informed decisions early.
- Working POC
- Feasibility Report
- Performance Benchmarks
Custom Model Development
Industry-specific computer vision and deep learning solutions precisely engineered to meet your unique operational requirements. From data collection strategy through model architecture, training, and optimization for your target hardware.
- Custom Architecture
- Training Pipeline
- Edge Optimization
Deployment & Integration
Seamless integration of advanced AI and computer vision models into your existing technology stack, ensuring reliable performance and scalability. We handle the full pipeline: containerization, API design, monitoring, and ongoing support.
- Production Deployment
- API Integration
- Monitoring & Support
Ongoing Optimization
Continuous monitoring and refinement of deployed models to maintain peak accuracy as your products, environments, and throughput requirements evolve. We track drift, retrain on new data, and push updates to ensure your system gets better over time.
- Drift Monitoring
- Model Retraining
- Performance Reports
Technical Support
Dedicated engineering support for your deployed systems — from troubleshooting hardware integration issues to scaling inference capacity as your operation grows. We're the team behind the system, not a help desk reading from a script.
- Engineering Support
- Hardware Troubleshooting
- Scaling Guidance
What Sets Us Apart
Production-First Engineering
Every system we build is designed for the conditions it will actually operate in — variable lighting, high throughput, dust, vibration, and legacy equipment. We don't hand you a model and wish you luck. We deliver integrated, tested, production-grade systems.
Built for Your Infrastructure
We're hardware-agnostic and integration-first. Our systems are designed to work with your existing cameras, compute hardware, and operational software — including WMS, ERP, and MES platforms. No rip-and-replace, no vendor lock-in.
End-to-End Delivery
From initial strategy and feasibility through model development, deployment, optimization, and ongoing support. One team, one relationship, full accountability from prototype to production.
Let's build something that works.
Have a visual automation challenge? We'd love to hear about it.
Get in Touch