Embodied AI Intelligence
• usecases

140+ Operational
Detections

More than 140 detections across nine risk categories, deployable across your CCTV infrastructure, MiBOT robots, and portable MiBOXX platforms with customizable detection models.

Physical Safety

Materials on Broken / Damaged Pallets

Detects loads resting on cracked, split or missing-board pallets that can collapse during handling.

Multi-Layer Stacking on Racks

Identifies loads stacked in multiple layers on rack beams beyond safe height or load limits.

Manual Handling on Ladders

Spots workers carrying materials while climbing or standing on ladders without three points of contact.

Working at Height Without Harness / Anchorage

Flags personnel at height without a full-body harness clipped to a rated anchor point.

Missing Edge Protection / Handrails / Toe Boards

Scans slab edges, mezzanines and openings for missing handrails, mid-rails and toe boards.

Unsafe Ladders (Damaged / Unsecured / Missing Rungs)

Detects ladders with broken or missing rungs, damaged stiles or no securing at the top or base.

Ladder Kept in Walkway

Identifies ladders left standing or lying across walkways, aisles and access routes.

No Safety Nets / Catch Platforms

Detects work above open areas where safety nets or catch platforms are required but absent.

Working at Height Without Valid Permit / Tag

Cross-checks work-at-height activity against permit tags and flags work with no valid permit.

Scaffold Without Tags / Red Tag in Use / Missing Pins

Detects untagged or red-tagged scaffolds in use and scaffolds with missing couplers or pins.

Formwork Platform Without Harness

Flags workers on formwork decks and edges without harness protection.

Forklift Operations

Detects forklift operations in shared areas without barricades separating pedestrians.

Forklift Without Banksman

Identifies reversing or blind-spot forklift movements without a banksman guiding the operator.

Personnel in Forklift Driveway

Flags pedestrians walking inside marked forklift driveways and traffic lanes.

Lifting Operations Without Barricades

Detects crane and hoist lifts with no barricaded exclusion zone below the load path.

Workers Under Suspended Loads

Computes the drop zone under crane hooks and suspended loads and flags anyone inside it.

Unbarricaded Pits / Trenches / Manholes

Identifies open pits, trenches and manholes without barricades, covers or warning signs.

Slippery Wet Floors Causing Injuries

Identifies wet or icy floor patches in work areas before they cause slips and injuries.

Unsafe Manual Material Transportation in Cold Storage

Flags inefficient and unsafe manual carrying of materials inside cold storage areas.

Personnel & PPE

Manual Handling Without Gloves

Detects workers handling materials by hand without protective gloves.

Personnel Without PPE

Detects anyone in a designated PPE zone without the mandatory protective equipment.

Missing Helmet / Hi-Vis / Shoes

Identifies workers missing a hard hat, high-visibility vest or safety shoes.

PPE Worn Incorrectly

Flags PPE that is present but worn wrongly, such as an unbuckled helmet or open vest.

No Respiratory Protection for Dusty Work

Detects workers in dusty operations without a respirator or dust mask.

No Cut-Resistant Gloves for Sharp Materials

Flags handling of sheet metal, glass and sharp materials without cut-resistant gloves.

Workers Without Boiler Suit

Detects workers on site without the mandated boiler suit or coverall.

Missing Task-Specific PPE (Face Shield / FR Gloves / Air Suit)

Flags high-risk tasks performed without specialised PPE such as face shields, FR gloves or air suits.

Prolonged Exposure in Dust / Fume / Noise Zones

Tracks time spent in dust, fume and noise zones and flags exposure beyond safe limits.

Workers Not Wearing PPE in Food Zones

Flags workers in food handling zones without gloves, hairnets or masks.

Fire & Hazardous

Hot Work Without Extinguisher / Fire Blanket

Detects welding, cutting or grinding with no fire extinguisher or fire blanket nearby.

Combustibles Near Hot Work

Identifies flammable or combustible materials within the hot work danger radius.

Gas Cylinders Unsecured / Outside Cage / Horizontal

Flags gas cylinders that are unchained, stored outside their cage or lying horizontally.

Oxygen–Acetylene Cylinders Unsecured / Sun Exposure

Detects oxygen and acetylene cylinders left unsecured or exposed to direct sunlight.

Fire Equipment Blocked / Obstructed

Identifies extinguishers, hydrants and hose reels blocked by materials or equipment.

Empty Sand Buckets

Detects fire sand buckets that are empty or insufficiently filled.

Missing / Damaged Fire Signage

Flags missing, faded or damaged fire safety and equipment signage.

Expired / Handwritten Fire Tags

Reads fire equipment inspection tags and flags expired or handwritten entries.

Sprinkler / Spray Headers Obstructed

Detects stock or equipment stored too close to sprinkler heads and spray headers.

Damaged Fire Equipment Casing

Identifies dented, cracked or corroded fire extinguisher and cabinet casings.

Drip Tray Missing at Unloading Point

Flags fuel, oil and chemical unloading points operating without a drip tray.

Chemical Leaks / Spills

Detects liquid leaks and spills around chemical storage and process areas.

Unlabeled Chemical Containers

Identifies chemical containers with missing, damaged or unreadable hazard labels.

Leaking Drums

Detects drums leaking or weeping liquid at seams, bungs or valves.

Damaged Dyke Wall (Spill Containment Risk)

Flags cracks or breaches in bund and dyke walls that compromise spill containment.

Oil / Fuel / Chemical Spills Without Containment or Signage

Detects spills left uncontained or without warning signage around them.

Oil in Stormwater Detection

Identifies oil sheen and contamination entering stormwater drains and channels.

Gas Leaks Near Manufacturing Furnaces

Detects gas leak signatures around furnaces and fuel lines in manufacturing areas.

Smoke and Fire Detection

Early visual smoke and flame detection across terminal halls, electrical rooms, parking and baggage areas.

Electrical Safety

Lifting Near Live Electrical Lines

Flags crane and boom movements within the safe clearance distance of live overhead lines.

Exposed Cables on Ground / Near Water

Detects live cables lying on the ground, across walkways or near standing water.

Cables Through Sharp Edges

Identifies cables routed over sharp edges, doors or metal frames that can cut insulation.

Exposed Live Parts in Distribution Boards

Detects open distribution boards and missing covers exposing live parts.

Electrical Work Without Lockout / Tagout

Detects maintenance on electrical equipment without a verified lockout/tagout device.

Electrical Maintenance Without HV PPE

Flags high-voltage maintenance without arc-rated clothing, insulated gloves or face protection.

Unsafe Behaviour

Riding on Hand Pallet Trucks

Detects workers riding on hand pallet trucks instead of walking them.

Goods Lift Used by Personnel

Flags people travelling in goods-only lifts not rated for passengers.

Standing on Forklift Blades

Detects people standing or riding on forklift forks or raised pallets.

Eating / Drinking in Plant

Identifies eating or drinking inside production and hazardous areas.

Platform Moved While Occupied

Detects mobile scaffolds and work platforms moved with workers still on them.

Horseplay / Running

Flags running, pushing and horseplay in operational areas.

Eve-Teasing / Harassment Detection

Detects harassment behaviour patterns and eve-teasing incidents in monitored areas.

Alcohol Consumption Detection

Identifies alcohol consumption on site and in restricted work areas.

Smoking in Restricted Areas

Detects smoking in no-smoking and flammable zones.

Housekeeping

Poor Sanitation / Overflowing Bins

Detects overflowing bins and unhygienic areas around washrooms and waste points.

Improper Trash Disposal Detection

Flags waste thrown outside bins or dumped in non-designated areas.

Materials Blocking Pathway

Detects materials and equipment left obstructing walkways and aisles.

Materials Outside Yellow Line

Identifies stock and pallets placed outside the marked yellow storage lines.

Materials Blocking Emergency Exits

Detects pallets and materials stored in front of emergency exit doors.

Blocking Access to Fire Extinguishers

Flags materials placed in front of fire extinguishers and hose reels.

Blocked Walkways, Ladders, Staircases

Detects items left on walkways, ladder bases and staircases.

Finished Goods Obstructing Emergency Exits

Identifies finished goods staged in front of emergency exits and escape routes.

Poor Housekeeping (Scrap, Debris, Waste)

Detects scrap, debris and waste accumulating on shop floors and work areas.

Accumulated C&D Waste / Plastic Litter

Flags piles of construction and demolition waste and plastic litter.

Poor Housekeeping Near Electrical Panels / Welding Machines

Detects clutter and combustibles around electrical panels and welding machines.

Poor Housekeeping Inside Equipment Cabins

Identifies loose items and clutter inside equipment and vehicle cabins.

Improper Trash Disposal / Waste Segregation

Flags waste placed in the wrong segregation bin, such as dry, wet or hazardous mix-ups.

Water Stagnation in Pits / Tunnels

Detects stagnant water collecting in pits, trenches and tunnels.

Dust Without Suppression

Identifies dust clouds from operations without water spray or suppression in place.

Faded or Missing Floor Markings & Exit Signs

Flags worn floor markings, lane lines and missing exit signs.

Materials Outside the White Walkway Line in Plants

Detects materials encroaching beyond the white pedestrian walkway lines.

Materials Overflow in Material Bins

Identifies material bins filled beyond capacity and spilling over.

Rodent and Pest Infestation in Storage Areas

Identifies rodents and pests in storage and food handling areas.

FSSAI HACCP Non-Compliance (No Continuous Temperature Records)

Flags gaps in continuous temperature records required under FSSAI HACCP.

Poor Visibility in Cold Rooms (Condensation / Fogging)

Detects condensation and fogging inside cold rooms that hamper inspection and movement.

Emergency Systems

Broken Fire Alarm Buttons / Glass

Detects manual call points with broken glass, missing covers or damage.

Emergency Exits Blocked

Identifies emergency exits that are locked, chained or physically obstructed.

Exit Signs Not Illuminated

Flags emergency exit signs that are off, dim or faulty.

Safety Shower / Eyewash Obstructed / Damaged

Detects safety showers and eyewash stations that are blocked or damaged.

Fall Detection / Person Collapse

Identifies sudden collapse of a person, such as fainting or a medical emergency.

Detect Blocked Emergency Exits

Monitors terminal emergency exits and flags any obstruction in real time.

Security & Intrusion

Local Weapon Detection (Aruva / Knives)

Detects visible weapons such as aruvas, sickles and knives carried on site.

Suspect Identification & Monitoring

Matches faces against a watchlist and tracks flagged individuals across cameras.

Unattended Baggage Detection

Flags bags and objects left unattended beyond a set time.

Unauthorized Visitor in Barricaded Zone (White Helmet)

Detects visitors, identified by white helmets, entering barricaded work zones.

Unauthorized Entry Near Airport Boundaries

Detects people and vehicles approaching or breaching airport perimeter boundaries.

Illegal Parking and Abandoned Vehicles in Airport Parking

Monitors airport parking zones for illegal parking and abandoned vehicles.

Crowd Control with Audio Alerts

Monitors crowd density and plays automated audio alerts when limits are exceeded.

Chain Snatching Detection

Detects snatching incidents in real time from public camera feeds.

Geo Fencing

Human Interference Near Hot Zone / Restricted Operational Area

Warns when people approach the buffer around hot zones and restricted areas.

Waterbody Proximity Alert

Detects people moving too close to ponds, tanks and other water bodies.

Personnel on Furnace Structures During Operation

Detects personnel on furnace structures while the furnace is operating.

Person Detection in Runway / Restricted Operational Area

Detects any person entering runways and restricted airside operational areas.