AI Supervisor

Redefining Operations

“The patterns you can’t see are the ones costing you most.”
Frizb AI Supervisor

Operational Intelligence Platform

Plan

Set clear schedules for people, machines, and material flow across sites. Use these expectations to align performance, reduce waste, and guide smarter planning.

Actual

See how work, materials & teams move in real time. Catch downtime, bottlenecks, , or unsafe conditions as they happen so you can cut delays & keep operations efficient.

Plan Vs Actual

Measure real activity against plans to uncover inefficiency, wasted resources or safety risks. Use these findings and evidences to drive confident, cost saving decisions.

Actions

Automate responses to deviations the moment they occur. Trigger alerts, workflows, or safe stops so supervisors can act faster, reduce risk, and keep operations stable.

image of manufacturing process (for a space tech)
Gain a unified global view across sites, shifts, and time frames.
Distill patterns in activity that highlight risks or inefficiencies.
Learn best practices from high-performing sites and scale them.
Connect bottlenecks to inventory delays or machine downtime
ai-powered logistics system
Define expected schedules and resource use across every site.
Compare plan versus actuals to reveal gaps and inefficiencies.
Capture lessons from well-executed plans to replicate.
Track adoption of new methods & confirm improvements stick.
[background image] image of assembly line automation tools (for a ai robotics and automation)
Visualize live activity across sites & compare performance.
Detect deviations, bottlenecks, or downtime as they emerge.
Identify the best methods that keep workflows smooth.
Track how corrective actions impact safety & efficiency.
image of mission control room
Automate alerts and compare responses across sites.
Detect recurring issues by analyzing alerts over time.
Highlight which sites resolve issues fastest & apply lessons.
Track improvement trends to confirm alerts fidelity.
Outcomes By Role

Built for Executives, Supervisors & Frontline Teams

Operations Executive
EHS Leader
Frontline Supervisor

Multi-Site Overview

Get a single view of performance across all your sites, helping you compare facilities, spot patterns, and ensure operations stay aligned with strategic goals.

Operational KPIs

Track the KPIs that matter most to your business, from yield and throughput to downtime and cost impact, all surfaced in one clear dashboard.

Virtual Floorwalk

Walk every site without leaving your desk, review live visual insights and evidence to validate performance and ensure consistent standards.

Agentic Chief of Staff

Leverage an AI assistant that continuously monitors operations, flags exceptions, and prioritizes issues, acting as an extension of your leadership team.

Real-Time Operational View

See live operational data combined with IT and OT context, giving you clarity on where performance is slipping, safety liabilities raising and what levers to pull.

Global Action Tracker

Ensure accountability across sites with a shared system to track actions, confirm completion, and measure the business impact of improvements.

Multi-Site Safety

Gain a unified view of safety performance across all sites, helping you identify recurring risks, benchmark facilities, and strengthen safety culture globally.

Compliance Reports

Generate audit-ready compliance documentation automatically, aligned to OSHA, ISO, and internal standards, so you stay prepared for inspections at any time.

Virtual Floorwalk

Conduct remote walkthroughs of plants and sites with visual evidence and heat-maps, enabling you to spot unsafe practices without being physically present.

Agentic Safety Inspector

Rely on AI to continuously monitor high-risk areas, flag PPE or procedural violations, and escalate issues before they turn into incidents.

Real-Time Operational View

See live safety and operational metrics side by side, context to connect unsafe practices to downtime, near misses, or production delays.

Global Action Tracker

Track safety actions and corrective measures across every site, ensuring accountability, faster resolution and consistency.

Daily Digest

Stay updated with a concise summary of key operational events, keeping your entire team aligned and informed without chasing reports.

Drill-down Analysis

Quickly investigate deviations and trends with layered analysis that moves from high-level overviews to root causes in just a few clicks.

Virtual Floorwalk

See what’s happening on the floor without being there: review heatmaps, evidence, and site activity in a simple digital walkthrough.

Agentic Supervisor

Rely on an AI-powered assistant that observes, flags, and escalates site issues in real time, acting as an always-on supervisor.

Real-Time Alerts

Receive instant alerts on deviations and so your teams can reduce downtime and improve safety on the spot.

Site Action Tracker

Track follow-ups from deviation to resolution with a shared log that ensures accountability, visibility, and faster closure of site actions.
Use Cases By Industry

Use Cases Across Industries

Manufacturing
Logistics
Smart Spaces

Safety First

Monitor PPE use and unsafe practices across the production line to reduce incidents, prevent near misses, and maintain a culture of safety to protect people & ensure compliance.

Uptime Boost

Spot early equipment issues and shorten recovery times to minimize downtime, keep machines running smoothly and maintain consistency across shifts & production cycles.

Yield Gain

Track throughput against plan and highlight deviations to reduce process drifts, protect yield, and maximize output across multiple lines and sites with greater reliability.

Process Monitor

Track key steps in real time to prevent costly errors, ensure consistent product quality, and maintain standards across every discrete or process manufacturing line and site.

Waste Cut

Identify jams, misfeeds, and material losses quickly to reduce scrap, limit rework, and improve overall efficiency across multiple product lines and shift operations.

Build Strategy

Use cross-site data & visual insights to guide long-term improvements and capital planning.

Dock Control

Supervise loading and unloading accuracy to ensure the right goods move through the correct doors on time, reducing costly delays, improving flow &  keeping operations on time.

Asset Guard

Monitor forklifts, trolleys, and handling equipment to reduce idle time, prevent unsafe use, and extend asset life across warehouses, yards, and distribution centers.

Spoilage Watch

Detect temperature excursions in staging areas to prevent food spoilage, reduce costly product loss, and maintain compliance with cold chain safety standards.

Forklift Audit

Use forklift-mounted cameras for automatic inventory validation and put-away error detection, reducing costly mistakes and improving accuracy.

Pilferage Alert

Identify theft, tampering, or unauthorized removal of goods through continuous video-based monitoring to protect inventory, prevent shrinkage, and secure supply chains.

Auto Inspect

Verify fire extinguishers, AEDs, emergency doors, and designated safety zones automatically with camera intelligence to strengthen compliance & improve readiness.

Occupancy Map

Track how employees and visitors use offices, campuses, and shared spaces in real time to prevent overcrowding, improve flow, and optimize layouts for safety and comfort.

Access Control

Ensure only authorized individuals enter sensitive zones, with alerts for tailgating, door propping, or unusual access patterns to strengthen security and compliance.

Facility Watch

Detect smoke, spills, or blocked exits quickly to prevent accidents, reduce disruption, and maintain compliance across campuses, offices, and public spaces.

Dwell Time

Measure how long people, visitors, or vehicles stay in lobbies, meeting rooms, or parking areas to identify bottlenecks, improve flow, and enhance the occupant experience.

Safety Posture

Detect falls, unallowed items, and unsafe behavior while monitoring camera health, tampering, and vandalism to keep campuses, offices, and public spaces safe and compliant.

Threat Watch

Detect loitering, suspicious behavior, or  reconnaissance activity to prevent organized crime and security breaches in campuses, offices, and public spaces.
Impact By Numbers

Measurable Outcomes

$1.5 M

Annual Savings

By reducing machine downtime, accidental liability, machine damage and wastage at a CPG industry

20 K

Signals

Monitored across 100+ sites concurrently to track complex SOP deviations in Real-Time

7.9%

OEE improvment

By integrating Vision AI with Machine Control MCP Service to integrate OT Systems (PLC)

Features

Evidence-Driven Strategy

Compare operational activity across days to uncover variations that affect flow, productivity, and resource use. Link these differences to root causes such as inventory bottlenecks and machine downtime to guide smarter decisions.
Reveal shifts in workforce activity that impact throughput
Identify patterns of crowding or absence that slow operations
Connect bottlenecks to inventory delays or machine downtime
Understand drifts from the plan, backed by visual evidence
Move from raw observations to actionable insights
Dashboard mockup
Dashboard mockup
Features

Global Operational View

Get a single view of all your sites worldwide. See performance, safety, and efficiency patterns across regions at a glance, then drill down into any plant, line, or shift to uncover root causes. Compare trends, spot risks, and prioritize actions with evidence you can trust.
Features

Tactical Visual Intelligence

Measure what matters with Untitled’s easy-to-use reports. You can filter, export, and drilldown on the data in a couple clicks.
Convert vision data into trackable business KPIs
Save, schedule, and automate reports to your inbox
Connect the tools you already use with 100+ integrations
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Frizb AI Supervisor
Frizb AI Supervisor
Frizb AI Supervisor
Frizb AI Supervisor
30 Days Free Trial
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Turn Any Camera
into AI Supervisor

Transform existing camera feeds into operational live blueprint
Reveal inefficiencies, safety risks, and hidden costs in real time
Integrate IT and OT data to uncover true business impact
Clarity to act with confidence, focus on what truly drives impact
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