CERNA ADAPTIVE PERCEPTION

What this means for you

Not registered yet, but its 14 Sept 2026 filing date beats anything filed after it. If it registers, the owner can stop confusingly similar uses in the classes it covers.

Record

Serial number

50107330

Mark type

Stylized text

Filed

14 Sept 2026

Attorney of record

Sarah I Cohen

Goods and services

• Class 009 — Scientific and electric apparatus: Downloadable computer software, downloadable cloud-enabled computer software, and downloadable computer software platforms for use in data ingestion, data storage, data management, data processing, data integration, data warehousing, data analytics, and machine learning, for orchestrating compute workloads, routing execution, managing storage resources, enforcing security and access controls, and integrating data and compute environments across cloud and on-premises infrastructure, for developing, training, evaluating, deploying, and operating analytical models and machine learning models, for managing clustered file systems, data catalogs, and metadata repositories, for enabling controlled development environments, governance of compute usage, administrative delegation, auditing, and compliance, for machine perception and robotic perception, for processing, analyzing, integrating and interpreting data from cameras, event-based vision sensors and other sensors, for sensor fusion, for object detection, recognition, classification, localization and tracking, scene understanding, motion estimation and environmental perception, for dynamically selecting, configuring or modifying sensors, perception algorithms, machine learning models and data processing parameters based on environmental conditions, task requirements and system state, for developing, testing, training, deploying and operating perception systems for robots, autonomous machines and intelligent devices, for integrating and synchronizing data, workflows, and applications across heterogeneous systems
• Class 042 — Scientific and technological services: Computer services, namely, hosting, managing, maintaining, and operating software platforms and applications of others for data processing, analytics, and machine learning;; Application service provider services, namely, hosting software for use by others for data integration, workflow execution, synchronization, and interoperability between cloud-based and on-premises systems; Software as a service (SAAS) services and platform as a service (PAAS) services providing computer software and software platforms for use in data ingestion, data storage, data management, data processing, data integration, data warehousing, data analytics, and machine learning, for developing, training, evaluating, deploying, and operating analytical models and machine learning models, for managing clustered file systems, data catalogs, metadata repositories, and data access controls, for machine perception and robotic perception, for processing, analyzing, integrating and interpreting data from cameras, event-based vision sensors and other sensors, for sensor fusion, for object detection, recognition, classification, localization and tracking, for scene understanding, motion estimation and environmental perception, for orchestrating compute workloads, routing execution, managing software development environments, and governing computer usage across distributed computing infrastructure, for dynamically selecting, configuring or modifying sensors, perception algorithms, machine learning models and data processing parameters based on environmental conditions, task requirements and system state, for developing, testing, simulating, training, deploying and operating perception systems for robots, autonomous machines and intelligent devices

Owner

• ML OPS WORKBENCH LLC, Washington, DC, US

Prosecution history

• 14 Sept 2026 — APPLICATION FILING RECEIPT MAILED
• 14 Sept 2026 — NEW APPLICATION ENTERED