Teknoir

Teknoir is an Operational AI company based in Houston, Texas, offering an Edge AI platform for use cases grounded in the physical world, including safety, security, optimization, and reliability. The platform runs inference on lightweight, resource-constrained compute devices connected to video, images, audio, and IoT sensor data, operating independently of the cloud so customer data remains private and secure. It is designed to address the complexity and cost of deploying AI in industrial operations, particularly in remote or extreme environments where cloud connectivity is unreliable.

The platform provides an end-to-end MLOps workflow for generative AI and conventional model development, training, evaluation, deployment, and management. Its capabilities include computer vision (object detection, classification, segmentation, tracking, and human pose estimation), predictive AI (time-series analysis and anomaly detection), edge AI, continual learning, and multimodal intelligence. It takes an integration-first approach, connecting to existing IT/OT infrastructure such as camera and sensor networks, SCADA systems, process historians, and ERP/MES systems rather than replacing them. The platform is designed for users who are not data scientists, machine learning engineers, or developers, emphasizing configuration over coding.

Teknoir targets large enterprises and industrial operations across sectors including agriculture, retail, waste and recycling, manufacturing, mining, building and property management, renewable energy, and oil and gas. The pages do not specify pricing, plans, trials, or packaging details.