Vision-Language Model AI for Facility Management, PropTech & Construction Tech
Our VLM technology fuses computer vision and natural language processing to deliver real-time site
intelligence. Automatically detect defects, track progress, verify compliance, and generate audit-ready
reports from any image or video feed—reducing downtime, mitigating risk, and accelerating project handovers.
Property Management AI Transformation
1. Dangerous Weapons Detection (Knives & Firearms)
Instantly identifies exposed blades, firearms, or other lethal weapons, immediately triggering high-priority security alarms for rapid emergency response.
2. Aggressive Dog & Animal Attack Detection
Detects unleashed, aggressive dogs or active animal attacks in real time, alerting on-site personnel to ensure pedestrian safety and prevent injuries.
3. Fall & Abnormal Lingering Detection
Accurately identifies visitors falling or slumping/sitting motionless for extended periods, instantly triggering alerts to provide medical assistance.
4. Violence & Aggressive Behavior Recognition
Detects fighting, pushing, or shoving through body movement analysis, enabling security teams to intervene and mediate early.
5. Unauthorized Scooter or Bicycle Use
Instantly identifies indoor unauthorized riding and notifies frontline staff to intervene, preventing pedestrian injuries.
6. Liquid Spills & Litter Detection
Detects spilled drinks or discarded litter and automatically dispatches cleaning staff for follow-up, reducing slip-and-fall hazards.
7. Unattended Items & Luggage
Tracks luggage or cardboard boxes left unattended for prolonged periods to mitigate hazardous risks and expedite lost-and-found recovery.
8. Smoking Violations in Non-Smoking Areas
Keenly captures smoking actions in smoke-free zones or secluded corners, assisting property management with tobacco control enforcement.
9. Suspicious Masked Individuals & Abnormal Face-Covering Tracking
Flags and tracks individuals with abnormally covered faces across multiple cameras, assisting security in early interception and inspection.
10. Vehicle Overtime Parking Detection
Automatically tracks and logs vehicle dwell time, detecting overstayed parking or blockages.
Facility Management
Asset Condition Monitoring
Instantly identify wear, corrosion, or damage on HVAC units, elevators, or roofing from routine
inspection
photos—triggering predictive maintenance tickets 40% faster.
Space Utilization Analytics
Detect occupancy patterns, furniture layout violations, or unauthorized equipment in real-time,
optimizing
lease revenue and energy use.
Safety Compliance Scans
Flag missing fire extinguishers, blocked egress paths, or PPE non-compliance across thousands of site
images, auto-generating violation reports for auditors.
PropTech
Virtual Staging & Valuation
Recognize room types, count fixtures, and assess finishes from listing photos—delivering 95% accurate
automated appraisals in seconds.
Tenant Experience QA
Verify cleaning standards, repair completeness, or amenity conditions post-turnover, ensuring 5-star
ratings and reducing churn disputes.
Portfolio Risk Mapping
Pinpoint exterior defects (cracks, water stains, graffiti) across 10,000+ properties, prioritizing capex
with heatmapped dashboards.
Construction Tech
Progress vs. Plan Validation
Compare daily site photos against BIM models to confirm rebar spacing, formwork alignment, or MEP
rough-ins—cutting RFI cycles by 60%.
Quality Control Checkpoints
Detect concrete cracks, weld imperfections, or missing anchors at scale, with annotated images tied
directly to punch lists.
Material Tracking & Waste Reduction
Identify overstocked lumber, misplaced rebar cages, or unused fixtures on-site, reconciling against
delivery logs to slash rework costs.
Our Vision
We are a small team of applied AI experts and researchers, half of whom are graduates of HKUST. We have
core
technology in AI Object Detection, Human Pose Recognition, and Large Language Models, and are committed to
helping businesses and organizations harness the power of AI in their existing projects and solutions.
Our team is passionate about simplifying the AI adoption process, making it accessible and user-friendly
for
everyone.
In-Depth Safety & Facility Management
Autonomous robotic patrols powered by VLM AI for continuous facility monitoring, safety compliance, and
proactive maintenance.
AI-Powered Safety Monitoring
- Scheduled Patrols — Strict schedule-based inspections of emergency power boxes, performed hourly and
on-demand
- Waste Check — Verifies trash and recycling bins have properly closed lids
- Security Check — Confirms doors are fully closed and secured
- Damage Patrol — Detects broken glass, cracks, dents, burnt-out or flickering lights
- Spotting Danger — Scans for leaks, puddles, and unusual spills on floors
- Critical Equipment Status — Verifies fire extinguishers, AEDs, and first-aid kits are accessible
Advanced Robot Capabilities
- Event Detection Platform — Centralized platform for searching and reviewing all detected events
- PTZ Camera System — Pan-Tilt-Zoom camera for investigating detected events
- Checkpoint Patrol — Autonomous patrol along predefined routes
- Weather Resistant — Rain and splash-proof design
- Auto-Return Charging — Automatic return to charging dock for 24/7 operation
- Obstacle Avoidance — Advanced sensors and AI-powered navigation
VLM + CCTV & Robotic Patrol Integration
By seamlessly integrating CarryAI VLM (Vision-Language Model) with existing CCTV solutions and robotic
patrols, traditional surveillance is transformed into a proactive, intelligent security network. This
powerful combination enables 24/7 precise detection and analysis of various safety and environmental
anomalies across public and managed areas:
- Behavior & Order Management: The system automatically flags unauthorized
activities, such as cycling or scooter riding in restricted areas. It also monitors individual well-being
by detecting anomalies like sitting, sleeping, or when a person has fallen and may require
assistance.
- Security & Threat Detection: With an advanced understanding of human behavior and
objects, the VLM provides split-second alerts for aggressive behavior—including fighting and situations
where people are being hurt or harmed. Concurrently, it can identify dangerous items such as knives,
firearms, and other attacking equipment.
- Environmental & Sanitation Hazards: The solution acts as an immediate line of
defense by identifying fire, smoke, and flammable dangers, as well as localized flooding or heavy water
accumulation. It even extends to micro-level estate management by spotting uncleaned dog feces.
By blending the static overhead view of CCTV with the dynamic, mobile presence of robotic patrols,
CarryAI VLM delivers human-like visual comprehension to security systems, drastically cutting down response
times and elevating property management standards.