AI Supervisor

AI Supervisor

Operational Intelligence Platform

Operational Intelligence Platform

Streamlining fragmented video, sensor, ERP and machine data into actionable insight and control

FRIZB AI SUPERVISOR
FRIZB AI SUPERVISOR
FRIZB AI SUPERVISOR

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.

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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.

Measurable Business Benefits

Frizb enables improved yield by detecting hidden inefficiencies early, reduces operating costs through timely, automated interventions. It also identifies recurring patterns to inform safety training, update standard operating procedures, and flag maintenance needs.

Results You Can Measure

Frizb enables improved yield by detecting hidden inefficiencies early, reduces operating costs through timely, automated interventions. It also identifies recurring patterns to inform safety training, update standard operating procedures, and flag maintenance needs.

THE PLATFORM

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FEATURES

FEATURES

Visibility. Planning.

AI-Driven

Automation

Features

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

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AI Agents in Virtual Meetings: Answer Questions, Share Dashboards, Deliver Visual Evidence - Instantly

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From "What" to "Why"

When yield drops or a safety issue arises, existing dashboards show what went wrong. Frizb’s evidence-based dashboards go further—providing correlated visibility with visual context from the same moment around machines or areas for complete clarity.

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From "What" to "Why"

When yield drops or a safety issue arises, existing dashboards show what went wrong. Frizb’s evidence-based dashboards go further—providing correlated visibility with visual context from the same moment around machines or areas for complete clarity.

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From "What" to "Why"

When yield drops or a safety issue arises, existing dashboards show what went wrong. Frizb’s evidence-based dashboards go further—providing correlated visibility with visual context from the same moment around machines or areas for complete clarity.

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Compliance Tracking

Frizb aids internal compliance tracking by detecting deviations, capturing evidence, and supporting continuous improvement efforts—helping you align with OSHA, ISO 45001, and NFPA 70E standards.

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Compliance Tracking

Frizb aids internal compliance tracking by detecting deviations, capturing evidence, and supporting continuous improvement efforts—helping you align with OSHA, ISO 45001, and NFPA 70E standards.

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Compliance Tracking

Frizb aids internal compliance tracking by detecting deviations, capturing evidence, and supporting continuous improvement efforts—helping you align with OSHA, ISO 45001, and NFPA 70E standards.

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Complex SOP Monitoring

Track complex SOPs involving multi-step human processes, multiple machines, and cameras—monitoring durations, intervals, artifact presence or absence, and detecting deviations seamlessly for comprehensive visibility and continuous improvement.

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Complex SOP Monitoring

Track complex SOPs involving multi-step human processes, multiple machines, and cameras—monitoring durations, intervals, artifact presence or absence, and detecting deviations seamlessly for comprehensive visibility and continuous improvement.

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Complex SOP Monitoring

Track complex SOPs involving multi-step human processes, multiple machines, and cameras—monitoring durations, intervals, artifact presence or absence, and detecting deviations seamlessly for comprehensive visibility and continuous improvement.

INTUITIVE INTERFACE

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USE CASES

USE CASES

Real-World Use Cases

AI Supervisor In Action

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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.

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02

Transforming Safety Culture for Heavy Machinery Manufacturer

A heavy machinery manufacturer facing frequent safety incidents implemented Frizb to gain visibility and awareness of safety risks. By providing visual evidence of violations, near-misses, and compliance gaps, Frizb enabled them to introduce new SOPs, optimize safety processes, and create a proactive safety culture. The result was a safer workplace and a stronger commitment to safety throughout the organization.

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02

Transforming Safety Culture for Heavy Machinery Manufacturer

A heavy machinery manufacturer facing frequent safety incidents implemented Frizb to gain visibility and awareness of safety risks. By providing visual evidence of violations, near-misses, and compliance gaps, Frizb enabled them to introduce new SOPs, optimize safety processes, and create a proactive safety culture. The result was a safer workplace and a stronger commitment to safety throughout the organization.

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03

Quality Improvement for High Precision Manufacturing

A high-precision manufacturing company aiming to reduce quality issues and wastage implemented Frizb to track multi-step SOPs involving machines, personnel, and critical safety requirements. Frizb monitored complex workflows, including cycle times, curing deviations, missed steps, and artifact presence across the entire process. With detailed, visually-rich reports, the company identified inefficiencies, ensured compliance, and enhanced product quality.

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Quality Improvement for High Precision Manufacturing

A high-precision manufacturing company aiming to reduce quality issues and wastage implemented Frizb to track multi-step SOPs involving machines, personnel, and critical safety requirements. Frizb monitored complex workflows, including cycle times, curing deviations, missed steps, and artifact presence across the entire process. With detailed, visually-rich reports, the company identified inefficiencies, ensured compliance, and enhanced product quality.

INTEGRATION HUB

INTEGRATION HUB

INTEGRATION HUB

MCP Integration with
IT, OT & IIoT Systems

Frizb’s AI Supervisor seamlessly integrates with IT systems (ERP, WMS), OT systems (PLC, SCADA)—including direct PLC control to manage machine states—IIoT devices, camera systems, and through robust MCP (Model Context Protocol) integration. This comprehensive, multi-modal inferencing approach aggregates data from diverse sources to deliver a unified view of operations, merging detailed machine metrics with macro-level human-machine interaction insights.

Expanded MCP Integration:
The integration of MCP (Model Context Protocol) serves as a pivotal element in the Frizb ecosystem by establishing a common language for contextual data across disparate systems. MCP integration offers several key benefits:

  • Centralized Contextualization: MCP standardizes and contextualizes data from IT, OT, and IIoT systems, ensuring that information flows seamlessly and is accurately interpreted across the enterprise.

  • Dynamic Event Management: By facilitating advanced event handling, MCP enables proactive alert triaging and automated responses to operational anomalies, reducing downtime and optimizing performance.

  • Enhanced Operational Control: MCP allows operators to remotely monitor and adjust machine states with precision, improving responsiveness and fine-tuning production processes.

  • Robust Data Security: With standardized data protocols, MCP reinforces security measures, ensuring that sensitive operational data remains protected within your IT-managed environment.

  • Streamlined Process Integration: By unifying diverse data streams, MCP supports continuous feedback loops and workflow optimization, enabling more informed decision-making and process adjustments.

This multi-faceted integration, anchored by MCP, establishes a continuous feedback loop among IT, OT, IIoT, camera systems, and operational controls. By combining traditional machine metrics with advanced operational insights, Frizb empowers organizations to optimize processes and mitigate costly inefficiencies while ensuring that proprietary data remains secure.

Frizb’s AI Supervisor seamlessly integrates with IT systems (ERP, WMS), OT systems (PLC, SCADA)—including direct PLC control to manage machine states—IIoT devices, camera systems, and through robust MCP (Model Context Protocol) integration. This comprehensive, multi-modal inferencing approach aggregates data from diverse sources to deliver a unified view of operations, merging detailed machine metrics with macro-level human-machine interaction insights.

Expanded MCP Integration:
The integration of MCP (Model Context Protocol) serves as a pivotal element in the Frizb ecosystem by establishing a common language for contextual data across disparate systems. MCP integration offers several key benefits:

  • Centralized Contextualization: MCP standardizes and contextualizes data from IT, OT, and IIoT systems, ensuring that information flows seamlessly and is accurately interpreted across the enterprise.

  • Dynamic Event Management: By facilitating advanced event handling, MCP enables proactive alert triaging and automated responses to operational anomalies, reducing downtime and optimizing performance.

  • Enhanced Operational Control: MCP allows operators to remotely monitor and adjust machine states with precision, improving responsiveness and fine-tuning production processes.

  • Robust Data Security: With standardized data protocols, MCP reinforces security measures, ensuring that sensitive operational data remains protected within your IT-managed environment.

  • Streamlined Process Integration: By unifying diverse data streams, MCP supports continuous feedback loops and workflow optimization, enabling more informed decision-making and process adjustments.

This multi-faceted integration, anchored by MCP, establishes a continuous feedback loop among IT, OT, IIoT, camera systems, and operational controls. By combining traditional machine metrics with advanced operational insights, Frizb empowers organizations to optimize processes and mitigate costly inefficiencies while ensuring that proprietary data remains secure.

Frizb’s AI Supervisor seamlessly integrates with IT systems (ERP, WMS), OT systems (PLC, SCADA)—including direct PLC control to manage machine states—IIoT devices, camera systems, and through robust MCP (Model Context Protocol) integration. This comprehensive, multi-modal inferencing approach aggregates data from diverse sources to deliver a unified view of operations, merging detailed machine metrics with macro-level human-machine interaction insights.

Expanded MCP Integration:
The integration of MCP (Model Context Protocol) serves as a pivotal element in the Frizb ecosystem by establishing a common language for contextual data across disparate systems. MCP integration offers several key benefits:

  • Centralized Contextualization: MCP standardizes and contextualizes data from IT, OT, and IIoT systems, ensuring that information flows seamlessly and is accurately interpreted across the enterprise.

  • Dynamic Event Management: By facilitating advanced event handling, MCP enables proactive alert triaging and automated responses to operational anomalies, reducing downtime and optimizing performance.

  • Enhanced Operational Control: MCP allows operators to remotely monitor and adjust machine states with precision, improving responsiveness and fine-tuning production processes.

  • Robust Data Security: With standardized data protocols, MCP reinforces security measures, ensuring that sensitive operational data remains protected within your IT-managed environment.

  • Streamlined Process Integration: By unifying diverse data streams, MCP supports continuous feedback loops and workflow optimization, enabling more informed decision-making and process adjustments.

This multi-faceted integration, anchored by MCP, establishes a continuous feedback loop among IT, OT, IIoT, camera systems, and operational controls. By combining traditional machine metrics with advanced operational insights, Frizb empowers organizations to optimize processes and mitigate costly inefficiencies while ensuring that proprietary data remains secure.

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BLOG

BLOG

AI Supervisor

AI Supervisor

Chronicles

Chronicles

Discover how Frizb’s AI Supervisor revolutionizes safety, efficiency, and security with practical applications, seamless integration, and actionable insights.

Ready to try

AI Supervisor ?

Deploy in your favorite cloud with a single click from Marketplace.

Ready to try

AI Supervisor ?

Deploy in your favorite cloud with a single click from Marketplace.

Ready to try

AI Supervisor ?

Deploy in your favorite cloud with a single click from Marketplace.

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Elevate Your Operations with Frizb

Subscribe for Frizb’s expert tips, industry updates, and exclusive insights to optimize operations, enhance compliance tracking, and drive continuous improvement.

2025 © Frizb Inc. All rights reserved.

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Elevate Your Operations with Frizb

Subscribe for Frizb’s expert tips, industry updates, and exclusive insights to optimize operations, enhance compliance tracking, and drive continuous improvement.

2025 © Frizb Inc. All rights reserved.

Logo

Elevate Your Operations with Frizb

Subscribe for Frizb’s expert tips, industry updates, and exclusive insights to optimize operations, enhance compliance tracking, and drive continuous improvement.

2025 © Frizb Inc. All rights reserved.