Feature
FEATURES
FEATURES
Visibility, Planning
& Automation
Track SOPs, streamline processes, and enforce actions through OT interfaces

Real-time Visibility

Real-time Visibility

Real-time Visibility

Scenario-based Planning

Scenario-based Planning

Scenario-based Planning

Intelligent Control

Intelligent Control

Intelligent Control
Unified Platform for Intelligent Operations
Real-time visibility, dynamic planning, and automated control—integrated into a single system for better decisions, streamlined compliance, and operational efficiency.
Multisite, Single Portal
Centralized visibility across multiple sites through a unified portal. Autodiscovery of cameras and infrastructure enables zero-touch edge configurations—simplifying deployment, scaling, and monitoring across geographically dispersed operations.






Complex SOP Tracking
Track SOP adherence with precision—monitoring cycle times, detecting missed steps, identifying defects, and analyzing intervals. Ensure compliance, improve efficiency, and gain deep operational insights across complex workflows.
Automated Control Integration
Seamlessly integrate with PLCs via Modbus, OPC-UA, and MQTT. Enable automated control, optimize processes, and enhance responsiveness—bridging operational intelligence with actionable controls in real-time.






Agentic Interaction and Evidence Generation
AI Agents join meetings, respond to text or voice queries, project live feeds, and present dashboards. Provide instant evidence, insights, and recommendations—available anytime from your home page.
INTEGRATION
INTEGRATION
INTEGRATION
Seamlessly Integrate
Seamlessly Integrate
Seamlessly Integrate
with Your Favorite
with Your Favorite
with Your Favorite
Tools
Seamless Integration, Real-Time Insights, Continuous Improvement
Seamless Integration, Real-Time Insights, Continuous Improvement
Seamless Integration, Real-Time Insights, Continuous Improvement



FAQ
Frequently Asked Questions
Everything You Need to Know About Working With Us
What is Frizb?
Frizb is an AI system that helps industrial companies like factories and mines understand what’s happening on the ground - using their existing cameras, sensors, and systems.
What does it do?
Frizb shows you what’s working, what’s not, and why. It brings together video feeds, machine data, and system logs into one clear view. It adds visual evidence to every alert or metric, so you're not guessing. It has AI agents that highlight issues in real time - like a machine running too fast, a blocked conveyor, or unsafe behavior. It works with what you already have - no need to replace your systems.
How does it work?
Frizb uses AI models trained to understand industrial environments: It “sees” what's happening through cameras and matches it with machine or sensor data. It recognizes different situations and triggers the right responses based on rules you set - like stopping a machine, alerting a supervisor, or creating a maintenance work order.
Where does it run?
Frizb can be deployed as a managed SaaS solution, in your private cloud, or on-premises—depending on your IT and security requirements.
What’s the value?
You get real-time visibility across your operations, without needing to watch every camera. Your team can react faster - because they know what’s happening and why. You reduce downtime, avoid safety issues, and improve how your operations run.
What is Operations Resource Planning in Frizb Context ?
Frizb’s Operations Resource Planning offers a clear, evidence-backed view of your operations across sites, timelines, and resources. It enables you to compare planned vs actual resource distribution, track machine performance, safety compliance, and human interactions. With visual evidence and aggregated metrics, Frizb empowers confident decisions on resource augmentation, repurposing, purchases, and investments—driving efficiency and strategic growth.
What is a Complex SOP?
A Complex SOP (Standard Operating Procedure) involves multi-step processes spanning multiple machines, personnel, and tasks, often requiring precise coordination, adherence to safety protocols, and compliance tracking. These SOPs are challenging to monitor because they integrate various activities across systems, from machinery operations to human interactions, demanding detailed oversight to ensure efficiency, safety, and quality. Frizb simplifies tracking by providing visual evidence, monitoring adherence, and identifying inefficiencies across these interconnected processes.
What does a Frizb AI Agent do?
A Frizb AI Agent acts as a virtual assistant for your operations, continuously monitoring compliance, tracking complex SOPs, gathering metrics, and providing visual evidence. It can join meetings, answer questions, generate reports, and present insights across IT, OT, IIoT, and camera systems. By automating data collection and analysis, it enables you to make informed decisions with clarity and precision.
What is Model Context Protocol (MCP) in Frizb?
Model Context Protocol (MCP) in Frizb integrates data from IT, OT, IIoT, and camera systems into a unified model. It enables seamless data contextualization, multi-modal inferencing, and automated control actions. MCP also supports RESTful interfaces, connecting Frizb’s industry-specific Vision Language Models (VLMs) and Large Language Models (LLMs) for advanced analysis, reporting, and decision-making with visual evidence.
What is Frizb?
Frizb is an AI system that helps industrial companies like factories and mines understand what’s happening on the ground - using their existing cameras, sensors, and systems.
What does it do?
Frizb shows you what’s working, what’s not, and why. It brings together video feeds, machine data, and system logs into one clear view. It adds visual evidence to every alert or metric, so you're not guessing. It has AI agents that highlight issues in real time - like a machine running too fast, a blocked conveyor, or unsafe behavior. It works with what you already have - no need to replace your systems.
How does it work?
Frizb uses AI models trained to understand industrial environments: It “sees” what's happening through cameras and matches it with machine or sensor data. It recognizes different situations and triggers the right responses based on rules you set - like stopping a machine, alerting a supervisor, or creating a maintenance work order.
Where does it run?
Frizb can be deployed as a managed SaaS solution, in your private cloud, or on-premises—depending on your IT and security requirements.
What’s the value?
You get real-time visibility across your operations, without needing to watch every camera. Your team can react faster - because they know what’s happening and why. You reduce downtime, avoid safety issues, and improve how your operations run.
What is Operations Resource Planning in Frizb Context ?
Frizb’s Operations Resource Planning offers a clear, evidence-backed view of your operations across sites, timelines, and resources. It enables you to compare planned vs actual resource distribution, track machine performance, safety compliance, and human interactions. With visual evidence and aggregated metrics, Frizb empowers confident decisions on resource augmentation, repurposing, purchases, and investments—driving efficiency and strategic growth.
What is a Complex SOP?
A Complex SOP (Standard Operating Procedure) involves multi-step processes spanning multiple machines, personnel, and tasks, often requiring precise coordination, adherence to safety protocols, and compliance tracking. These SOPs are challenging to monitor because they integrate various activities across systems, from machinery operations to human interactions, demanding detailed oversight to ensure efficiency, safety, and quality. Frizb simplifies tracking by providing visual evidence, monitoring adherence, and identifying inefficiencies across these interconnected processes.
What does a Frizb AI Agent do?
A Frizb AI Agent acts as a virtual assistant for your operations, continuously monitoring compliance, tracking complex SOPs, gathering metrics, and providing visual evidence. It can join meetings, answer questions, generate reports, and present insights across IT, OT, IIoT, and camera systems. By automating data collection and analysis, it enables you to make informed decisions with clarity and precision.
What is Model Context Protocol (MCP) in Frizb?
Model Context Protocol (MCP) in Frizb integrates data from IT, OT, IIoT, and camera systems into a unified model. It enables seamless data contextualization, multi-modal inferencing, and automated control actions. MCP also supports RESTful interfaces, connecting Frizb’s industry-specific Vision Language Models (VLMs) and Large Language Models (LLMs) for advanced analysis, reporting, and decision-making with visual evidence.
What is Frizb?
Frizb is an AI system that helps industrial companies like factories and mines understand what’s happening on the ground - using their existing cameras, sensors, and systems.
What does it do?
Frizb shows you what’s working, what’s not, and why. It brings together video feeds, machine data, and system logs into one clear view. It adds visual evidence to every alert or metric, so you're not guessing. It has AI agents that highlight issues in real time - like a machine running too fast, a blocked conveyor, or unsafe behavior. It works with what you already have - no need to replace your systems.
How does it work?
Frizb uses AI models trained to understand industrial environments: It “sees” what's happening through cameras and matches it with machine or sensor data. It recognizes different situations and triggers the right responses based on rules you set - like stopping a machine, alerting a supervisor, or creating a maintenance work order.
Where does it run?
Frizb can be deployed as a managed SaaS solution, in your private cloud, or on-premises—depending on your IT and security requirements.
What’s the value?
You get real-time visibility across your operations, without needing to watch every camera. Your team can react faster - because they know what’s happening and why. You reduce downtime, avoid safety issues, and improve how your operations run.
What is Operations Resource Planning in Frizb Context ?
Frizb’s Operations Resource Planning offers a clear, evidence-backed view of your operations across sites, timelines, and resources. It enables you to compare planned vs actual resource distribution, track machine performance, safety compliance, and human interactions. With visual evidence and aggregated metrics, Frizb empowers confident decisions on resource augmentation, repurposing, purchases, and investments—driving efficiency and strategic growth.
What is a Complex SOP?
A Complex SOP (Standard Operating Procedure) involves multi-step processes spanning multiple machines, personnel, and tasks, often requiring precise coordination, adherence to safety protocols, and compliance tracking. These SOPs are challenging to monitor because they integrate various activities across systems, from machinery operations to human interactions, demanding detailed oversight to ensure efficiency, safety, and quality. Frizb simplifies tracking by providing visual evidence, monitoring adherence, and identifying inefficiencies across these interconnected processes.
What does a Frizb AI Agent do?
A Frizb AI Agent acts as a virtual assistant for your operations, continuously monitoring compliance, tracking complex SOPs, gathering metrics, and providing visual evidence. It can join meetings, answer questions, generate reports, and present insights across IT, OT, IIoT, and camera systems. By automating data collection and analysis, it enables you to make informed decisions with clarity and precision.
What is Model Context Protocol (MCP) in Frizb?
Model Context Protocol (MCP) in Frizb integrates data from IT, OT, IIoT, and camera systems into a unified model. It enables seamless data contextualization, multi-modal inferencing, and automated control actions. MCP also supports RESTful interfaces, connecting Frizb’s industry-specific Vision Language Models (VLMs) and Large Language Models (LLMs) for advanced analysis, reporting, and decision-making with visual evidence.
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.