TanmiaX turns your existing CCTV into an AI supervisor that spots crowding, queues, cleanliness, staff behavior, and safety risks in real time — no new hardware.
TanmiaX computer vision for industry turns your camera network into an operational intelligence layer that tracks queues, cleanliness, staff activity, and safety in real time.
TanmiaX computer vision for industry transforms ordinary CCTV cameras into intelligent operational supervisors. The system monitors crowds, queues, cleanliness, staff activity, and safety risks in real time — without requiring new hardware.
By turning existing camera infrastructure into an AI-powered assistant, computer vision for industry improves service quality, safety, and operational efficiency across industrial and commercial environments.
These practices align with broader computer vision research such as the overview on Computer vision.
Case 1: A factory used TanmiaX computer vision for industry to monitor production lines and detect unsafe behavior and deviations.
Real-time alerts reduced incidents and improved operational discipline.
Case 2: A retail store applied computer vision for industry to analyze foot traffic, queue lengths, and shelf availability.
Managers optimized staffing and reduced customer wait times.
Case 3: A hospital used computer vision for industry to monitor cleanliness, corridor congestion, and restricted-area access.
This improved hygiene compliance and patient safety.
What is TanmiaX computer vision?
Turns your camera network into an operational monitoring system for crowding, queues, cleanliness, staff activity, and safety.
Tracks congestion, wait times, and peak hours across zones.
Spots spills, clutter, unclean areas, and unattended waste.
Measures presence, responsiveness, and service standards automatically.
AI video analytics for operations
Turns video into actionable signals so teams improve service, reduce risk, and keep standards high.
Alerts on long lines, pickup congestion, and slow-moving areas.
Shows traffic patterns, crowded aisles, and usage of key zones.
Flags risky behavior, restricted-area breaches, and unsafe patterns.
Evaluates responsiveness, dwell time, and service quality across shifts.
Computer vision maturity levels
Start simple and grow into integrated, self-learning visual intelligence.
Detects crowd, queue, and movement events; simple alerts via email or panel.
Adds hygiene monitoring plus staff presence & responsiveness with daily summaries.
Links to POS, booking, workforce, and cleaning systems; optimizes queues and scores performance.
Predicts crowd peaks, staffing gaps, and cleaning needs; simulates operations with continuous learning.
Industry applications
Pre-built scenarios for hospitality, retail, food courts, salons, gyms, clinics, and manufacturing.
Monitors machine occupancy, cleanliness, safety, and coach activity.
Tracks lobby queues, cleanliness, staff responsiveness, and guest flow.
Detects aisle crowding, shelf activity, and checkout or pickup congestion.
Monitors waiting areas, stylist responsiveness, and cleanliness standards.
Observes waiting rooms, hygiene, staff activity, and safety compliance.
Measures table turnover, pickup queues, kitchen congestion, and hygiene.
Reshapes production, safety, and quality oversight with your existing cameras.
Core business benefits
Reduce risk, improve efficiency, and lift service quality with always-on vision.
Always-on monitoring using your existing cameras.
Shorter queues and smoother traffic flow.
Automated hygiene, cleanliness, and compliance checks.
Flags risky behavior before incidents escalate.
How it works
Connect cameras, analyze visuals, trigger alerts, and view clear dashboards.
Works with your existing CCTV—no new hardware needed.
Understands movement, behavior, cleanliness, occupancy, and risk patterns.
Immediate alerts for queues, overcrowding, low service activity, safety risks, or unclean zones.
Shows service quality, compliance, traffic patterns, peak hours, and team performance.
Automate oversight, keep spaces clean and safe, and improve service speed.
Frequently asked questions
What you need to know about AI video analytics and computer vision for operations.
No. TanmiaX works with your existing CCTV system.
No – it’s behavior-based and privacy-safe. No facial recognition.
Typically 1-4 weeks depending on camera count and maturity level.
Yes – POS, booking, workforce, cleaning, and more.
Absolutely. Begin with 1-2 cameras and scale anytime.
Yes – detects product defects, surface anomalies, misplacement, and quality deviations.
Start now
Request a live demo of TanmiaX Computer Vision for Industry.