Reliability & Expertise for Production Excellence
We engineer quality control systems that are reliable, fast, and engineered to integrate seamlessly into high-throughput automotive and industrial environments.
Sub-Millimeter Defect Detection
Custom deep learning models trained to spot microscopic flaws, paint imperfections, and assembly errors invisible to the human eye, ensuring maximum precision.
High-Speed Line Integration
Systems designed for low latency, processing images and making pass/fail decisions instantly to maintain peak assembly line throughput and efficiency.
Camera & Hardware Agnostic
Our software is compatible with existing industrial cameras, robotic arms, and PLCs (Programmable Logic Controllers), minimizing hardware upgrade costs and deployment time.
Self-Improving MLOps
Automated MLOps pipelines monitor new defect types and automatically update models without downtime, ensuring your quality standards improve over time.
Computer Vision & Data Engine
The accuracy of visual inspection relies entirely on specialized computer vision expertise and robust data engineering to handle high-volume visual data streams.
Deep Learning Segmentation
Using advanced neural networks (e.g., CNNs) for precise object recognition and segmentation, ensuring accurate defect localization across complex components.
Custom Data Engineering
We manage the complex process of acquiring, cleaning, labeling, and augmenting massive industrial image datasets required to train reliable production models.
HMI & Reporting Dashboard
Development of Human-Machine Interface (HMI) applications that provide real-time reporting on defect trends, reject rates, and system performance for QA managers.
Case studies
Go beyond the obvious. Co-create with teams who value impactful experiences and products.
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Automating mortgage underwriting with multi-agent AI
Friday Harbor

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Helping candidates perform better at job interviews using AI
Monster AI

Helping students learn and understand basic math using artificial intelligence
Fibo — AI Math Tutor



Leveraging AI to build a content summarization app for better knowledge retention
taim



Creating a personalized audio listening experience with content curated by artificial intelligence
Audioburst
