Industrial AI safety

Keeping people, equipment, and inventory safe across the full site. 

Business Challenges

• PPE non-compliance and unsafe worker behavior (smoking, phone use, missing gear)
• Forklift accidents and hanging-load incidents
• Unauthorized access, trespassing, and camera tampering
• Inventory shrinkage and untracked stock or equipment

AI-Powered Modules

PPE Detection
Face Recognition
Smoking Detection

Uniform Detection

Fire & Smoke Detection

Thermal Cameras Module

Mobile Usage Detection

Fall Detection

Restricted Zones Monitoring

Personnel Monitoring

Trespassing / Perimeter Protection

Forklift Safety Module

Camera Sabotage / Tamper Detection

Object Counting / Inventory Tracking

Hanging Load

 Hospitals and clinics carry some of the highest stakes of any environment — patient safety, sterile-area integrity, and controlled access all have to hold up around the clock. AI video analytics extends hospital security teams' reach across ICUs, wards, pharmacies, and equipment stores without adding headcount. 

The Challenges

• Unauthorized access to ICU, pharmacy, or records
• Patient falls and emergencies going unnoticed
• PPE and hygiene compliance gaps
• Loss or theft of medical equipment

AI-Powered Modules

Face Recognition Access
Restrict ICU, pharmacy, and records access to authorized staff only — no badge-sharing blind spots.

'Man Down' Fall Detection
Instant alert the moment a patient or staff member collapses, so response time is measured in seconds, not shift rounds.

PPE & Uniform Compliance
Verify mask and gown protocols in real time across wards and sterile zones.

Abandoned Object Detection
Flag unattended bags in wards and lobbies before they become a security or safety risk.

Smoke & Fire Detection
Protect patients who cannot self-evacuate with the earliest possible warning.

Restricted Zone Monitoring
Alert on entry to sterile or hazardous areas, closing the gap between policy and enforcement.

 Malls and shopping centers manage a constant flow of people, vehicles, and valuable inventory — all under one roof.AI video analytics helps security and operations teams stay ahead of crowd risk, retail crime, and the rare but critical moment a child goes missing. 

The Challenges

• Shoplifting and organized retail crime
• Overcrowding and crowd-safety risk
• Parking congestion and vehicle disputes
• Lost children and missing persons

LPR & Automated Parking
Barrier control, entry/exit tracking, and occupancy count — keep traffic moving and disputes to a minimum.

Crowd Monitoring
Real-time density alerts for common areas and events, so overcrowding gets caught before it becomes a safety issue.

Face Recognition
VIP and blacklist alerts across every entrance.

Footfall & Heat Mapping
Visitor counting and zone-popularity analytics to guide tenant placement and marketing decisions.

Smoke & Fire Detection
Mall-wide early-warning fire system protecting shoppers, staff, and retailers alike.

 Gated communities and residential compounds carry a unique burden: residents expect the security of a guarded facility without the cost or inconsistency of relying entirely on human guards.  AI video analytics automates access control and perimeter defense while giving on-site teams a faster way to respond when something goes wrong. 

The Challenges

• Unauthorized entry of people and vehicles
• Perimeter breaches and fence-line intrusions
• High cost of round-the-clock guard staffing
• Slow response to common-area incidents

AI-Powered Modules

LPR Barrier Access
Automatic gate opening for registered residents only — no manual checks, no bottlenecks at the entrance.

Face Recognition
Trusted-resident and blacklist database at every gate.

Perimeter Tracking
Instant alerts on fence-line intrusion, catching breaches before they reach a villa or common area.

Sabotage Detection
Flags camera tampering or deliberate blind spots — so the system tells you the moment its own coverage is compromised.

Retail margins are won or lost in small 

moments — a stockout that goes unnoticed, a checkout line that runs too long, a repeat customer nobody recognizes. AI video analytics turns your existing cameras into a continuous read on sales conversion, staffing, and customer behavior. 

AI-Powered Modules

Conversion Rate of Sales
Compare actual sales orders with number of visitors, broken down by age and gender.

Queue Length & Checkout Flow
Tracks checkout queues to trigger staffing or lane-opening decisions.

Customer Analytics
People counting, gender, age, and emotion detection for a fuller picture of who's in your store.

Staff Presence
Monitor staff actual working times, logins, and presence.

Unique vs. Returning Visitor Profiling
Measures footfall and repeat-visit patterns for marketing insight.

VIP & Blacklist Recognition
Identifies VIP guests or flagged individuals at entry points.

• Shortens checkout wait times and improves customer experience
• Feeds footfall and conversion data into marketing decisions

 Turning operational complexity into optimal decisions — automatically 

Every plant, warehouse, and retail network runs on decisions — what to produce, which truck takes which route, what to stock where. Most of those decisions are still made in Excel, by intuition, or by fixed rules that stop working the moment reality changes. Makkook DIOS replaces that guesswork with real-time, mathematically optimal decisions across your entire operation.

The problem
A single week of production planning can involve millions of interdependent variables — machine capacity, raw material availability, workforce, delivery deadlines, and cost — all competing at once. No planner, spreadsheet, or dashboard can solve that by hand. ERP systems record what happened. BI dashboards report what happened. Neither one decides what should happen next.

What DIOS actually does
DIOS sits above your existing systems (ERP, MES, WMS, TMS, POS, IoT) and continuously converts operational data into optimized, executable decisions — then writes the results back into those same systems. No rip-and-replace required.

Core capabilities

• Multi-constraint optimization — balances dozens of competing objectives (cost, time, quality, capacity, compliance, risk) simultaneously
• Real-time decision engine — reprocesses thousands of decisions a day and adapts instantly to disruptions like delays or breakdowns
• Enterprise integration — connects directly to existing ERP/WMS/MES/TMS systems
• Scenario simulation — tests "what-if" scenarios before anything goes live
• Strategy switching on demand — shift priorities (e.g. "protect margin" vs. "maximize speed") and DIOS re-optimizes in seconds

Four intelligence suites

Production Intelligence — what to produce, on which line, with which workforce and materials
Supply Chain Intelligence — what to source, allocate, replenish, and rebalance across the network
Logistics Intelligence — which vehicle, route, driver, and delivery window
Retail Intelligence — what to stock, where, when to replenish, and how to price

Industries served
Manufacturing (FMCG, pharma, automotive, textiles, electronics), supply chain and distribution, logistics and fleet operations, and retail (supermarkets, fashion, hospitality, multi-store chains).

 How it works

1. Connect — integrate with existing systems
2. Model — map constraints, objectives, and business rules
3. Optimize — run multi-constraint optimization
4. Simulate — test scenarios before execution
5. Execute — deploy decisions with approval workflows
6. Learn — monitor outcomes and continuously improve the model