Streamlining fragmented video, sensor, ERP and machine data into actionable insight and control
The Visibility Gap
Industrial operations are data-rich, yet blind to what’s unfolding on the ground. Despite heavy investments in ERP, SCM, and OT systems, the most contextual source of insight, video - remains untapped in most analytics workflows.
Decision Makers
Strategic decision-makers often lack direct access to the evidence and context needed to confidently allocate budgets or assess the performance of invested funds. Instead, they rely on delayed quarterly reviews or in-person site visits, limiting agility and eroding competitive advantage. The ability to review and adjust more frequently, without waiting months or traveling is essential for staying ahead.
Supervisors
Plant managers and supervisors thrive for operational excellence on the shop floor. While they are responsible for day-to-day execution, they often don’t have the broader visibility or supporting evidence to explain yield drops, machine downtime, or safety incidents. When issues arise, they scramble to reconstruct what happened, often without the full picture - making root cause analysis slow and incomplete.
Analysts
Analysts are tasked with making sense of massive volumes of structured data from ERP, SCM, and IT/OT systems, but video data from cameras is completely ignored. This creates critical blind spots in operational insight. Without visual context, analysts can identify what happened, but not why. Integrating video analytics fills that gap, builds more credibility to the reports and improves the actionability on the insights they deliver.
Frizb Approach
Frizb integrates vision data with IT/OT and enterprise systems, using AI agents to extract context, generate real-time insights, trigger alerts, and automate actions. These agents are acting as digital supervisors that continuously observe operations and surface what matters.
THE PLATFORM
Track SOPs, streamline processes, and enforce actions through OT interfaces
Executives: Prevent Quarterly Business Review (QBR) Surprises with Real-time Dashboards & AI Agents

Supervisors: Improve Efficiency, Automate Compliance, and Plan scenarios for Operational Excellence

Analysts: Dive into Operational Metrics - Uncover Root Causes, Gain Insights, and Understand the “Why.”
Evidence-Driven Dashboards: Multi-Site Performance, Hourly to Quarterly Metrics
AI Agents in Virtual Meetings: Answer Questions, Share Dashboards, Deliver Visual Evidence - Instantly
INTUITIVE INTERFACE
Real-World Use Cases
AI Supervisor In Action
01
$1M Revenue Boost Through 7.9% Downtime Reduction
A Consumer Packaged Goods (CPG) customer dealing with downtime and inefficiencies, achieved a 7.9% reduction in downtime and a $1M annual revenue boost through improved yield. Frizb seamlessly integrated with their IT and OT systems, providing clear visual evidence of issues and preventive actions. This streamlined approach reduced wastage, labor costs, safety liabilities, and repair expenses.
MCP Integration with
IT, OT & IIoT Systems
Discover how Frizb’s AI Supervisor revolutionizes safety, efficiency, and security with practical applications, seamless integration, and actionable insights.