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Classroom & Facility Utilization Insights

Understand How Your Spaces Are Actually Used

Gain real‑time and historical insights into classroom and facility utilization using AI‑powered video intelligence to optimize space planning, scheduling, and infrastructure investment.

Why Space Utilization Is Hard to Measure Accurately

Organizations often lack objective data on how frequently and effectively classrooms or facilities are being used.

No Visibility Into Actual Usage vs. Availability

Rooms may appear booked on schedules but remain underutilized or empty in reality.

Inefficient Space Planning Decisions

Without utilization data, expansion, consolidation, or scheduling decisions are based on assumptions.

Difficulty Identifying Underused or Overcrowded Spaces

Administrators struggle to balance space demand across classrooms, halls, labs, or meeting areas.

Turn Cameras Into Space Utilization Intelligence

Mikshi AI analyzes live camera feeds to understand occupancy and usage patterns of classrooms and facilities. Utilization data is centrally analyzed and presented through dashboards, alerts, and reports—enabling data‑driven space optimization across locations.

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Utilization Analytics by Space: Track how often and how long classrooms or facilities are occupied.

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Peak Usage & Idle Time Insights: Identify high‑demand periods and underutilized time slots.

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Centralized Utilization Reports: Generate daily, weekly, or term‑wise utilization summaries.

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Multi‑Building Visibility: Compare utilization across rooms, floors, buildings, or campuses.

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How Mikshi AI Works

Optimize logistics with real-time safety intelligence.
Prevent incidents, ensure compliance, and boost performance.

Camera Streams

Live video feeds from cameras covering classrooms and facilities are securely captured.

AI Inference (On-Prem or Cloud)

AI models analyze video feeds to estimate occupancy and usage duration.

Utilization Data Generation

Occupancy and duration metrics are logged for each space.

Unified Application & IoT Actions

Utilization analytics and reports are visualized on dashboards for easy decision‑making.

Measurable Safety Improvements With Unsafe Behavior Detection

One platform delivering smart decisions across the organization

Improved Classroom and Facility Utilization

Data‑driven insights help maximize usage of existing infrastructure.

Reduced Need for Unnecessary Expansion

Better utilization delays or avoids costly new construction.

Smarter Scheduling and Timetabling

Usage patterns support optimized class, meeting, or session planning.

Lower Operational and Maintenance Costs

Underused spaces can be consolidated or repurposed efficiently.

Make Space Utilization Data‑Driven

Optimize classroom and facility usage using AI‑powered video intelligence on your existing cameras.

Request a Demo

Deployment & Integration

One platform delivering smart decisions across the organization

Works With Existing Cameras

No additional occupancy sensors or hardware required.

Flexible Deployment Models

On‑premise, cloud, or hybrid deployment based on IT and compliance needs.

Configurable Spaces and Time Windows

Define classrooms, halls, labs, meeting rooms, or facilities.

Scales Across Institutions and Campuses

Easily deploy across schools, offices, hospitals, or training centers.

Industries We Serve

Supporting businesses across manufacturing, retail, logistics, and more.
Flexible, scalable AI built to fit your industry needs.

Smart City (Transport & Venues)

Protect public transit hubs and city squares by detecting unattended bags instantly, supporting anti-terror protocols for immediate assessment.

Healthcare

Ensure hospital safety by detecting unidentified bags in crowded waiting rooms, preventing panic and maintaining clear evacuation routes.

Education

Safeguard students by monitoring corridors and assembly halls for suspicious packages, allowing security to quickly identify and isolate threats.

Retail (Malls)

Enhance shopper safety by monitoring food courts for abandoned luggage, managing security threats without disrupting the shopping experience.

BFSI (Banking & ATMs)

Protect bank branches and ATM lobbies by detecting bags left behind, distinguishing between lost property and potential security threats.

Corporate

Secure corporate lobbies and mailrooms by flagging unattended items left by visitors. Mitigate security risks by ensuring no object is left unowned in sensitive facility areas.

FAQs

Find the answers you need

Classrooms, lecture halls, labs, meeting rooms, auditoriums, and shared facilities.

No. Analytics are anonymous and focused on space usage, not people.

Yes. Hourly, daily, weekly, and long‑term utilization trends are available.

Yes. It applies equally to offices, training centers, hospitals, and campuses.

Video can be processed on‑premise or in the cloud, depending on deployment preference.

Make Space Utilization Data‑Driven

Optimize classroom and facility usage using AI‑powered video intelligence on your existing cameras.

Request a Demo

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