The Problem
Ground-level policing is
blind to what is coming
At scale events, incidents don’t start at the moment of crisis. Subtle warning signals appear 5–10 minutes earlier, invisible from the ground. By the time a PCR unit notices, the prevention window is already closed.
01
No Aerial Situational Awareness
Ground officers see one lane, one gate at a time. A surge building 200 metres away is invisible until it arrives at full force.
02
Reactive, Not Predictive
Static CCTV and radio reports register incidents after they occur. No mechanism detects reverse flow or compression before escalation.
03
No Evidence Chain
Without geo-tagged timestamped footage, post-incident review relies on fragmented ground accounts. Violations go undocumented.
“The majority of critical incidents show clear precursors 5–10 minutes before escalation, highlighting the need for proactive observation and timely response.”
— WhoopForce field analysis · Mahakaal New Year · Ujjain · 1 January 2026
How WhoopForce Works
From raw airspace to command decisions
in under one second
A five-layer intelligence pipeline, designed and hardened in real operational conditions across four live events.
01
Multi-Drone Deploy
DGCA-certified surveillance & thermal UAVs across all zones simultaneously
02
Live Ingestion
Sub-second WebRTC to secure dedicated servers. Encrypted. Zero third-party dependencies
03
AI Analytics
YOLO/ByteTrack models: crowd counting, surge prediction, anomaly detection in real time
04
Command Dashboard
Multi-zone feeds. Predictive heatmaps. KPI alerts. Role-based access for all command levels
05
One-Click Reports
Auto PDF situation briefs. Full audit log. Geo-tagged evidence for FIRs and court use
Proven Track Record
Already deployed.
Already working.
Four live operational deployments. Each more complex than the last. Each improving the platform with real field data.
EARLY 2025
01
Karni Sena Protest — Harda
Drone-based monitoring introduced. Manual headcount reports. Turnaround: ~2 hours. Proof of concept under live protest conditions.
PHASE 1
1 JAN 2026
02
Mahakaal New Year — Ujjain
Peak 20,940 entries/hr. AI crowd-count scripts stabilised. Heatmap overlays operational. Thermal + optical dual-feed. Chokepoints and puncture-points mapped in real time.
PHASE 2
MAR 2025
03
Bhojshala Events ×2 — Dhar
Full WhoopForce dashboard live. Dedicated-server streaming. Sub-second latency. Multi-zone, multi-camera feeds stable under operational load.
PHASE 3
8 MAR 2026
04
Rangpanchmi Ger — Rajwada, Indore
Peak 108,232 at 1:30 PM. 4 teams + 3 backup. 2+ sq km. AI heatmaps, geo-fencing, contour overlays. Crowd tracked from 1,230 to 108,232 in under 3 hours.
FLAGSHIP
4
Live Events
108,232
Peak Crowd
7
Drone Teams
0
Stampede Incidents
Field Evidence
From our actual deployments
Every image below is from a live operational deployment — not a simulation. Raw aerial footage alongside AI-processed density overlays, captured in real time.
LIVE THERMAL
Raw Thermal Drone Feed
Mahakaal, Ujjain · 31 Dec 2025 · 20:30 IST
AI OVERLAY
AI Crowd Density Heatmap
Same feed · contour density & crowd concentration zones
AERIAL OPS
Mahakaal Temple Aerial · Queue Flow Visible
1 Jan 2026 · 16:00 IST · Ujjain, MP
AI OVERLAY
Density Overlay · Entry Corridor Saturation
Same frame with AI contour mapping
RANGPANCHMI
Rajwada, Indore
8 Mar 2026
108K CROWD
Peak 1:30 PM
4 teams deployed
LIVE MONITOR
Multi-zone coverage
2+ sq km surveillance area
CROWD FLOW
River Bridge Crowd · Chokepoint Identified
Mahakaal · 1 Jan 2026 · 14:00 IST
AI ANALYSIS
Chokepoint Heatmap · Surge Risk Flagged
Alert dispatched to ground units 12 min before peak
Platform Capabilities
What WhoopForce gives
your command room
Not a CCTV upgrade. A real-time decision-support system that tells your officers what is happening, what will happen in 15 minutes, and what to do — before a situation becomes a crisis.
Live Aerial Monitoring
Multi-drone, multi-zone simultaneous feeds. Sub-second WebRTC latency. Dedicated servers, no third-party dependencies. Control-room-optimised view.
REAL-TIME · MULTI-ZONE
Predictive Surge Alerts
15-minute advance warning of crowd surge. AI detects queue compression, reverse exit flow, and crowd compression at merge points before situations escalate.
15 MIN ADVANCE WARNING
Crowd Intelligence
Automated entry/exit headcount. Density heatmaps with contour overlays. Zone-wise occupancy. Dynamic risk zone classification. Historical analytics.
AUTOMATED · ZONE-WISE
Anomaly Detection
Automated flagging of loitering, unauthorised re-entry, forced entry, contraband movement, medical collapse detection, and rogue UAV identification.
AI-DRIVEN · PROACTIVE
Automated Reporting
One-click PDF situation briefs for senior review. Timestamped decision audit log. Every alert and operator action recorded. Full post-event trail.
ONE-CLICK · PDF READY
Legally Admissible Evidence
All footage geo-tagged, timestamped, and archived on secure dedicated servers. Role-based access. Zero-trust architecture. Usable in FIRs and court proceedings.
GEO-TAGGED · ENCRYPTED
Verified Performance
Numbers from the field,
not the brochure
Every metric below comes from actual deployments — not vendor projections or lab conditions.
< 1s
Feed-to-Decision Latency
Sub-second WebRTC streaming from drone to command dashboard, verified across all deployments.
15 min
Advance Surge Warning
Predictive crowd movement detection before crisis point. Ground units pre-positioned accordingly.
99%
Operational Uptime
Platform availability across all deployments including extreme-density events up to 108K crowd.
5+
Simultaneous Zones
Multiple areas monitored and AI-analysed concurrently. Verified at Rajwada, Indore 2026.
24×7
Pilot Availability
DGCA-certified pilots on standby for rapid deployment on unplanned events with short notice.
2×
Crowd Capacity Gain
Crowd handling capacity can be doubled with AI-based flow management. Field-verified figure.
Operational Transparency
What went wrong.
What we fixed.
After Rangpanchmi Indore 2026, we published an honest post-event review. A vendor who claims no operational failures has never run a real deployment at scale.
■ Problem
Internet connectivity was inconsistent. Nagar Nigam network caused signal disruptions, hampering real-time streaming during peak crowd hours.
■ Fix
Redundant ISPs + VSAT satellite backup. Dedicated fiber for drone ops. Localised mesh networks at high-density zones.
■ Problem
Coordination was fragmented. No unified command structure caused communication gaps and response delays across agencies.
■ Fix
Integrated Common Operational Picture (COP) platform. Mandatory pre-event briefings. Unified chain of command for all drone operations.
■ Problem
C2 Centre was poorly located. Remote positioning delayed physical site access and emergency coordination.
■ Fix
C2 Centre now within 200–300m of primary crowd zones. Elevated vantage point. Pre-planned access routes to all entry/exit points.
■ Problem
No GIS integration with Police. Absence of pre-event spatial intelligence limited predictive crowd management.
■ Fix
Pre-event GIS planning with Police: venue maps, crowd corridors, vulnerability zones, threat layers — all done before gates open.
Operational Model
A self-sufficient unit.
We bring everything.
Drones, pilots, AI platform, command interface, and analysts — all provided. Your officers focus on ground response. We handle the aerial intelligence layer.
Per Drone Team
Certified Drone Pilots
2 / TEAM
Visual Observer
1 / TEAM
AI Monitoring Analyst
1 / TEAM
Ground Coordination Officers
2 / TEAM
Backup Teams on Standby
3 BACKUP
Rollout Phases
01
Pilot — 1 Event, 1 District
Full AI platform + 2–4 drone teams. Real-time dashboard for senior officers. Post-event report within 4 hours. No commitment required before the pilot.
02
Fine-Tuning — Local Calibration
AI calibrated to local terrain: ghats, lanes, junctions, chokepoints. Officer feedback integrated. Role-based dashboards for Command, Control Room, and Field.
03
Statewide — Standing Capacity
Up to 40 drone teams statewide. 24×7 availability. Dedicated state police interface. Rapid-deployment protocol for unplanned events.
Ready to demonstrate
at your next event.
We propose a no-obligation pilot deployment at any upcoming event in your jurisdiction — a religious gathering, political rally, festival, or public protest. You see the platform in real conditions, with your officers, before any commitment is made.
Our team is operationally ready. Drones, pilots, AI analysts, and command infrastructure can be on-site within agreed notice. We operate under the command of your designated senior officer throughout.
■ Pilot Proposal
One event. One district. Full platform deployed.
Complete post-event intelligence report within 4 hours.
No cost for the pilot evaluation period — subject to agreement.
Complete post-event intelligence report within 4 hours.
No cost for the pilot evaluation period — subject to agreement.
■ Contact
AERIAL INTELLIGENCE · PUBLIC SAFETY
Emailhello@whoopmastersindia.com