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Operators see both what to do and how they’re performing at each step, as they are working.

Confirms that each step in the SOP is followed correctly as the work happens, reducing deviations, mistakes, and rework.

Alerts the worker the moment something is off, missing, or out of sequence so they can correct issues before they become defects or safety risks.

Operators work naturally without intrusive equipment or additional validation steps. If they need a quick reminder, they glance at the instructions. If something’s done incorrectly, they can stop and correct it.
Step-by-step visual instructions tailored to working conditions on the floor.
SOPs that are digestible, validated and fit-for-purpose whether delivered by videos or multimodal instructions.
The latest AI models combine visual understanding and language to interpret work, context, and intent in real time.
Factory-floor setup through an ecosystem of hardware, AI, and software providers, including Zebra Technologies and NVIDIA.








Live AI Verification is an AI-powered system that verifies work execution in real time using Visual Learning Models and computer vision. It confirms that each task step is performed correctly according to approved procedures while the work is happening.
Live AI Verification uses cameras on supported industrial devices to observe task execution. AI models recognize actions, sequences, and conditions, then compare them to the approved SOP or standard work. The system validates correct execution or flags issues immediately.
Live AI Verification reduces human error, prevents missed or incorrect steps, improves consistency, and ensures SOP adherence. It helps organizations move from documented processes to verified execution.
No. Operators continue working normally without wearing intrusive equipment. Guidance and feedback are available only when needed, allowing work to continue uninterrupted.
Digital SOPs show what should be done and checklists require a person signed-off on it. Live AI Verification confirms what was actually done. It provides real-time validation instead of relying on manual confirmation or self-reporting.
Live AI Verification validates work while it is being performed. It confirms each step in real time, providing immediate feedback so operators can correct issues as they happen.
Standard Work AI Verification validates work after it is completed. It analyzes completed work to confirm whether the correct steps, sequence, and standards were followed, providing post-task verification and insights for quality, compliance, and improvement.
In short, Live AI Verification prevents errors in the moment, while Standard Work AI Verification confirms adherence after the fact. Together, they support both real-time execution accuracy and long-term process compliance.
Live AI Verification is a complete operational capability, not just a computer vision model. While traditional computer vision focuses on detecting objects or actions, Live AI Verification uses trained AI Vision Language Models (VLMs) to understand work in context and verify execution against approved standards in real time.
Traditional computer vision answers questions like “What is in the image?”
Live AI Verification answers “Was the task performed correctly, in the right order, and according to the approved process?”
If a step is missed, out of sequence, or performed incorrectly, Live AI Verification alerts the operator in real time. This allows immediate correction before the issue causes defects, rework, or compliance risk.
No. Live AI Verification complements training by reinforcing correct execution at the moment of work. It helps ensure training translates into consistent performance on the floor.
Live AI Verification validates execution against approved procedures, helping ensure SOP adherence and reducing variation. It also provides objective evidence of correct execution to support audits, investigations, and continuous improvement.
Live AI Verification works with supported industrial devices and cameras, GPUs, and AI from NVIDIA. Deployments are designed to fit existing factory and field environments.
Data usage and retention are configurable. The system focuses on validating task steps, not monitoring individuals, and can be aligned with privacy, security, compliance, and labor requirements.
Live AI Verification is ideal for industries where quality is critical and the cost of a missed or incorrect task is high. It is especially valuable in environments with repeatable tasks where errors lead to safety risks, compliance issues, downtime, recalls, or rework. Common industries include: pharmaceuticals, biotechnology, life sciences, electronics, automotive, and high tech manufacturing.