Executive Summary
Autonomous Drone Security System
AI-powered mobile surveillance for industrial facilities — local, scalable, operator-friendly
One operator. Multiple drones. A local AI server. No cloud dependency. Full-coverage security for large industrial facilities — at a fraction of the cost of traditional systems.
Target segment
Industrial facilities
Factories, logistics, ports
Core tech
Edge AI + Drone fleet
Local server, no cloud
Business model
SaaS + Hardware
Monthly subscription
Initial market
Tuzla OSB
Istanbul, Turkey
Key differentiators
- Single operator manages entire drone fleet through one interface
- Fully on-premise — data never leaves the facility
- Hardware-agnostic: works with DJI, Autel, and other platforms
- AI that learns the facility over time, reducing false alarms
- Covers blind spots that fixed cameras cannot reach
Market Problem
Why current security systems fall short
Industrial facilities face unique challenges that traditional cameras and personnel cannot solve
Fixed camera limitations
- Large facilities (50,000 m²+) create unavoidable blind spots
- Static — cannot follow moving threats or inspect specific areas
- Night image quality is poor in most legacy systems
- High installation cost for full perimeter coverage
Human guard limitations
- Night and weekend shifts are understaffed to reduce costs
- Human error — fatigue, distraction, blind spots on patrol
- High recurring cost: salaries, insurance, management
- Cannot cover large open areas simultaneously
Real threats in industrial zones (Tuzla profile)
- Metal and raw material theft — copper and aluminum are frequent targets
- After-hours intrusion when staffing is minimal
- Fire and chemical leak early detection — critical in deri and plastics manufacturing
- Unauthorized vehicle access and untracked movement within facilities
- Insurance pressure — insurers increasingly require documented surveillance systems
Product
What we offer
Three integrated layers: drone hardware, local AI server, and operator interface
System architecture
- Drone fleet — 2–5 drones per facility, automated patrol routes, thermal and optical cameras
- Local AI server — on-premise inference (YOLOv8-class models), person/vehicle detection, anomaly alerts
- Operator UI — single dashboard to monitor all drones, review incidents, manage routes
- Auto-docking stations — autonomous charging for 24/7 continuous operation
Core capabilities
- Perimeter and interior patrol on scheduled or triggered routes
- Real-time person and vehicle detection with instant alerts
- Thermal camera option for fire/heat anomaly detection
- Timestamped video archive for insurance and compliance
- GPS-denied indoor operation support
Inspired by Swarmer
- One operator → multiple drones (Swarmer's core model)
- Cloud or on-premise deployment (Swarmer UI approach)
- Hardware-agnostic OS layer (Swarmer OS concept)
- Deploy → Observe → Adapt → Improve learning loop
Target Market
Who we sell to
Primary and secondary customer segments with different needs and entry points
Primary: industrial manufacturers
- Mid-to-large factories with 5,000–100,000 m² outdoor/semi-outdoor areas
- Pain points: after-hours theft, perimeter breaches, insurance requirements
- Entry via Tuzla OSB and Deri OSB — high concentration, known pain points
- Decision makers: facility managers, security directors, general managers
- Budget signal: currently paying for 2–5 security guards per night shift
Metal productionChemical plantsDeri / leatherPlastics
Secondary: logistics and warehousing
- Large distribution centers and bonded warehouses — 3PL operators, e-commerce
- High-value inventory in large open spaces, 24/7 operation requirements
- Decision faster than manufacturing — IT and ops are more tech-receptive
3PL operatorsPort logisticsCold chain facilities
Tertiary: energy and infrastructure
- Solar farms, substations, pipeline segments — large perimeter, minimal staff
- Higher compliance requirements → stronger budget approval
- Longer sales cycle but larger contract size
Solar parksSubstationsPipeline infrastructure
Go-to-Market
How we enter the market
Phase-based approach: validate first, scale second
Phase 1 — Validate (months 1–3)
- Contact Tuzla OSB management directly — one meeting opens doors to dozens of tenants
- Conduct 10 discovery interviews: understand real pain, not assumed pain
- Key questions: when do incidents happen, where are the blind spots, what does a guard cost them
- Identify 1–2 willing pilot candidates — ideally with a recent theft or incident
Phase 2 — Pilot (months 3–6)
- Deploy a minimal system: 1–2 drones, local server, basic detection
- Run for 60–90 days at low or no cost in exchange for feedback and a case study
- Measure: incidents detected, false alarm rate, operator satisfaction
- Document ROI clearly — compare cost vs. replaced guard hours
Phase 3 — Commercial rollout (months 6–18)
- Convert pilot to paid contract — monthly subscription model (SaaS + hardware lease)
- Use pilot case study to approach neighboring facilities in the OSB
- Pricing anchored to guard replacement cost: position as cheaper than 2 night guards
- Expand to Deri OSB and logistics segment in parallel
Avoid cold calling individual factories. OSB management, ISO events, and LinkedIn outreach to security/facility managers will yield far better conversion.
Risk Assessment
Potential challenges
Technical, regulatory, and commercial obstacles to anticipate early
Regulatory
- Turkey's SHY-İHA regulations require commercial drone operation licenses
- Outdoor flight over facilities needs SHGM approval — start with indoor/enclosed areas first
- Each facility may require individual flight permit registration
- Mitigation: focus initial pilot on enclosed or semi-enclosed factory floors
High priority
Technical
- Battery life limits continuous coverage — auto-dock stations are essential but add cost
- Wind and weather resistance for outdoor use requires IP67+ drones
- Indoor GPS-denied navigation is technically harder than outdoor
- False alarm rate must be low — factories will lose patience quickly
Medium priority
Commercial
- B2B industrial sales cycles are long — 6 to 18 months is normal
- Multiple stakeholders in the decision: security, ops, finance, ownership
- Initial resistance to new technology — "we've always done it this way"
Medium priority
Operational
- Hardware maintenance and drone repairs require local support capability
- Training facility staff on the operator interface
- Liability in case of drone malfunction or incident inside a facility
Lower priority
Pivot Options
If factories are not the right fit
Alternative markets that use the same core technology with different positioning
Agriculture and land monitoring
- Drone-based crop inspection, irrigation monitoring, pest detection
- Large addressable market in Turkey — significant farming regions near Istanbul
- Less regulatory friction than urban industrial use
- AI model shift: from person/vehicle detection to crop health classification
Lower regulationLarge market
Wildfire and disaster early detection
- Thermal drone fleets deployed in fire-risk zones during summer months
- Government and municipality contracts — more stable, longer-term revenue
- Strong PR and social value — easier to attract early funding and partnerships
Government buyerSeasonal demand
Construction site monitoring
- Progress tracking, theft prevention, safety compliance verification
- Project-based contracts — easier entry than long-term facility deals
- Construction boom in Turkey creates high demand and many prospects
Fast sales cycleHigh demand
Port and marina security
- Tuzla has significant maritime industry — boat yards, ports, dry docks
- Large perimeters with expensive assets, limited night staffing
- Waterproof drone requirements create a natural competitive barrier
Local advantageHigh asset value
Action Plan
Immediate next steps
Concrete actions to move from idea to validated business within 90 days
Week 1–2: groundwork
- Call Tuzla OSB Müdürlüğü (+90 216 593 16 42) — request a meeting to discuss tenant security needs
- Research SHGM SHY-İHA regulation — understand minimum requirements for enclosed facility operations
- Define MVP scope: what is the minimum working system for a pilot
Month 1: discovery
- Conduct 10 structured interviews across Tuzla OSB and Deri OSB facilities
- Use the 10-question framework to map pain, budget signals, and decision structure
- Identify 1–2 facilities with a recent security incident as pilot candidates
- Evaluate DJI Enterprise vs Autel for base hardware — cost, API access, restrictions
Month 2–3: pilot preparation
- Build or procure minimal AI detection stack — YOLOv8 on local server
- Design basic operator dashboard: live feed, alert log, route management
- Finalize pilot agreement with first facility — define success metrics together
- Prepare insurance and liability documentation
The goal of the first 90 days is not to build a product — it is to confirm that real people have this pain badly enough to pay for a solution. Build only what is needed to prove that.