ZONESENSE
Transforming Visual Data into Actionable Intelligence
AI-Powered Computer Vision for Africa
Investor Pitch Deck | 2025
The Problem
African businesses and governments face critical operational challenges:
- Traffic chaos in rapidly urbanizing cities costs billions in lost productivity
- Retail inefficiency due to lack of customer behavior data
- Security gaps with limited intelligent monitoring systems
- Manual processes in logistics and document handling
The Root Cause
Traditional solutions are expensive, require specialized expertise, and aren't built for African contexts. Computer vision infrastructure barely exists outside major hubs, yet the problems are universal across the continent.
The Impact
Cities can't optimize infrastructure, retailers lose revenue, security remains reactive, and manual data entry wastes resources.
Our Solution
InsightCore Platform: AI-powered computer vision that transforms cameras into intelligent sensors.
FlowSense
Traffic intelligence: vehicle counting, congestion analysis, parking management.
Presence
Retail analytics: footfall, dwell time, queue management, heatmaps.
DataLens
Document digitization: OCR for labels, forms, logistics.
GeoIntellect
Geospatial analytics: satellite imagery for agriculture, insurance, urban planning.
SiteSecure
Proactive security: loitering detection, breach alerts, incident monitoring.
Market Opportunity
$386B
Global CV market by 2031
$23B
Africa smart cities by 2030
60%
Urban population by 2050
Our Target Markets
Primary (Year 1-2)
- Ghana, Nigeria, Kenya, South Africa
- Municipal governments (traffic)
- Retail chains (footfall analytics)
- Enterprise security
Expansion (Year 3+)
- 15+ African countries
- Agriculture (crop monitoring)
- Logistics (document processing)
- Insurance (damage assessment)
TAM/SAM/SOM: $5B+ TAM in Africa, $50M initial SOM in target segments.
Business Model
Dual Revenue Streams
1. SaaS Subscriptions
Per camera/per month pricing:
- Basic: $50-100/camera/month
- Professional: $150-250/camera/month
- Enterprise: $300-500/camera/month
Average 12-month contract value: $15K-50K per deployment
2. API Consumption
Usage-based pricing for:
- High-volume data processing
- Advanced analytics features
- Integration with enterprise systems
- Custom model training
Additional revenue: 20-30% on top of base subscriptions
Unit Economics
| Metric |
Value |
| Customer Acquisition Cost (CAC) |
$3,000 - $5,000 |
| Annual Contract Value (ACV) |
$20,000 - $60,000 |
| Gross Margin |
75-80% |
| LTV/CAC Ratio |
6:1 (target) |
Technology & Product
InsightCore Platform Architecture
Core Technology Stack
- YOLOv8: State-of-the-art object detection with 90%+ accuracy
- ByteTrack: Advanced tracking algorithm for continuous object monitoring
- Multi-zone monitoring: Up to 8 customizable zones per camera
- Edge + Cloud: Hybrid architecture for low latency and scalability
- Privacy-first: Built-in anonymization and GDPR/CCPA compliance
Key Features
Real-Time Processing
Process video streams in real-time with < 100ms latency. Instant alerts and notifications.
Multi-Camera Support
Simultaneous processing of 2-8+ cameras with shared AI model for efficiency.
API-First Design
RESTful API for seamless integration with ERP, CRM, and BI tools.
Current Status: MVP in development with first deployment contract signed. Launching at major conference in November 2025 to analyze attendee experience and traffic patterns—our proof-of-concept with real-world data.
Traction & Milestones
Current Traction
MVP
In development, launching Nov 2025
1st
Deployment contract signed
3
Additional pilots in discussions
Conference Deployment (November 2025)
First Real-World Validation
- Signed contract for deployment at major conference
- Use case: Attendee experience analysis and traffic flow optimization
- Deliverables: Real-time analytics, heatmaps, and post-event insights report
- Value: Proof of concept with high-visibility event, case study for future sales
12-Month Roadmap
| Quarter |
Milestone |
Target |
| Q4 2025 |
Launch MVP at conference, convert to paying customer |
First revenue |
| Q1 2026 |
Close 2 additional paying customers |
$50K ARR |
| Q2 2026 |
Launch FlowSense for municipalities |
$150K ARR |
| Q3 2026 |
Expand to Nigeria/Kenya, 10+ customers |
$300K ARR |
Competitive Advantage
Why We Win
1. Africa-First Design
Built for African infrastructure constraints: works with low bandwidth, mixed camera quality, and intermittent power.
2. Platform Approach
One core technology serves multiple verticals. Deploy once, expand rapidly across sectors without rebuilding.
3. Privacy-First
Built-in anonymization positions us strongly in regulated markets and builds trust from day one.
4. Local Expertise
Ghanaian founders with deep understanding of African contexts, challenges, and customer needs.
Competitive Landscape
| Competitor |
Limitation |
| Global CV Providers |
Expensive, complex, not Africa-optimized |
| Manual Solutions |
Slow, error-prone, not scalable |
| Point Solutions |
Single-purpose, no platform leverage |
| Local Competitors |
Limited in scope, no multi-sector approach |
Barriers to Entry
- Proprietary training data from African contexts
- Early partnerships with key stakeholders
- Technical complexity of platform architecture
- Local relationships and market knowledge
Go-to-Market Strategy
Phase 0: Proof of Concept (Nov 2025)
Conference Deployment - First Real-World Success
- Signed contract: Major conference deployment for attendee analytics
- Objective: Validate technology, generate case study, convert to paying customer
- Deliverables: Real-time insights, post-event analysis report, testimonial
- Outcome: Proof of concept for municipal and retail prospects
Phase 1: Establish Beachhead (Months 0-12)
Target: Ghana & Nigeria
- Municipal governments: Leverage conference success for traffic pilot programs in 2-3 cities
- Retail chains: Deploy Presence in 5-10 locations, prove ROI through conversion improvements
- Enterprise security: 3-5 corporate campuses for SiteSecure validation
Strategy: Land-and-expand. Start with pilots, demonstrate value, scale to multiple locations.
Phase 2: Geographic Expansion (Months 12-24)
East Africa
Kenya, Tanzania: Urban traffic, retail analytics
Southern Africa
South Africa, Botswana: Enterprise security, logistics
Sales Channels
Direct Sales
Enterprise and government contracts for high-value deals.
Partnerships
System integrators, security providers for distribution.
Channel Partners
Resellers in new markets to accelerate expansion.
Financial Projections (3-Year)
| Metric |
Year 1 (2026) |
Year 2 (2027) |
Year 3 (2028) |
| Revenue |
$500K |
$2.5M |
$8M |
| Customers |
15 |
60 |
180 |
| Cameras Deployed |
150 |
750 |
2,200 |
| Gross Margin |
70% |
75% |
80% |
| Team Size |
12 |
30 |
55 |
| Markets |
2 |
5 |
10 |
Use of Funds ($200K Pre-Seed)
Product Development (40%)
- Complete MVP for Nov 2025 launch
- Engineering team (3 developers)
- Platform enhancement & infrastructure
Go-to-Market (35%)
- Conference deployment execution
- Sales team (2 account executives)
- Marketing & pilot programs
Operations (15%)
- Legal, compliance & incorporation
- Finance and admin support
Working Capital (10%)
- 18-month runway buffer
- Contingency for unexpected costs
The Team
Founding Team
Ghanaian founders with complementary skills: Technical expertise in AI/ML, business development experience, and deep understanding of African markets. Local education with global ambitions.
Why This Team
Technical Excellence
Strong engineering background in computer vision, machine learning, and scalable systems. Experience with production AI deployments.
Market Understanding
Lived experience with the problems we're solving. Deep networks in target customer segments across West Africa.
Advisory & Support
- Computer vision experts from leading African tech companies
- Municipal planning advisors with government connections
- Retail operations consultants from regional chains
Hiring Roadmap
Next 6 months: 2 senior engineers, 2 sales executives, 1 product manager
Months 6-12: 3 additional engineers, customer success team, marketing lead
The Ask
We are raising $200K in pre-seed funding
To complete MVP, execute our first deployment, and acquire initial paying customers
What This Gets You
5-10%
Equity stake in the company
18 months
Runway to $300K+ ARR
Series A
Ready position for follow-on
Key Milestones We'll Achieve
Product
- Complete MVP and launch at Nov 2025 conference
- Launch FlowSense and Presence products
- Achieve 95%+ accuracy across use cases
Business
- 15+ paying customers by end of Year 1
- $300K+ ARR with 75%+ gross margins
- Operations in Ghana and Nigeria
Why Now?
African cities are urbanizing rapidly, creating urgent need for smart infrastructure. Computer vision technology is mature and affordable. We have first deployment contract signed and a first-mover advantage in an underserved market with massive potential.
Let's Build the Future Together
Transforming Visual Data into Actionable Intelligence
Join us in building critical infrastructure for Africa's future
Thank you for your time and consideration