Computer Vision Capabilities We Deliver
Advanced visual intelligence solutions that enable machines to see, understand, and act on visual data in real time.
Object Detection & Recognition
Real-time detection and classification of objects in images and video streams using YOLO, Faster R-CNN, and custom-trained models. From retail shelf monitoring to warehouse automation across Saudi facilities.
Image Classification
Deep learning models that categorize images with high accuracy. Product classification for e-commerce, medical image analysis, satellite imagery processing, and document categorization for Saudi government digitization projects.
Video Analytics
Intelligent video analysis for surveillance, traffic monitoring, crowd management, and behaviour detection. Process thousands of camera feeds simultaneously with edge-optimized models for Saudi smart city initiatives.
OCR & Document Processing
Extract text from documents, invoices, IDs, and handwritten forms with Arabic and English support. Automated data entry for ZATCA e-invoicing, Iqama processing, and Saudi business document digitization.
Facial Recognition
Privacy-compliant facial detection, verification, and identification systems. Access control, attendance tracking, VIP recognition for hospitality, and identity verification integrated with Absher and Yakeen APIs.
Quality Inspection Automation
Automated visual quality control for manufacturing and production lines. Detect defects, measure dimensions, verify assembly completeness, and ensure packaging standards with sub-millimeter accuracy.
Which Approach Is Right for You?
Compare computer vision approaches to find the best fit for your project requirements.
Rule-based tasks with consistent lighting and controlled environments
High-accuracy image classification, medical imaging, and detailed feature extraction
Real-time object detection, video analytics, and edge deployment
Complex scene understanding, visual Q&A, and cross-modal reasoning
Our Computer Vision Development Process
A proven 6-step process powered by SFD Studio that delivers production-grade computer vision systems on time and within budget.
Visual Data Assessment
We analyze your existing visual data sources, camera infrastructure, and business objectives. Using SFD Studio's AI copilot, we evaluate data quality, identify gaps, and define the computer vision roadmap with measurable accuracy targets.
Visual Data Assessment
We analyze your existing visual data sources, camera infrastructure, and business objectives. Using SFD Studio's AI copilot, we evaluate data quality, identify gaps, and define the computer vision roadmap with measurable accuracy targets.
Dataset Preparation & Annotation
Curating, cleaning, and annotating training datasets with bounding boxes, segmentation masks, and labels. We use a mix of manual annotation and semi-automated tools to build high-quality datasets optimized for your specific use case.
Dataset Preparation & Annotation
Curating, cleaning, and annotating training datasets with bounding boxes, segmentation masks, and labels. We use a mix of manual annotation and semi-automated tools to build high-quality datasets optimized for your specific use case.
Model Architecture & Training
Selecting and fine-tuning the optimal architecture whether YOLO, ResNet, EfficientNet, or custom models. Agile sprints with 1-week cycles managed through SFD Studio's real-time dashboards. Transfer learning from pre-trained models accelerates delivery.
Model Architecture & Training
Selecting and fine-tuning the optimal architecture whether YOLO, ResNet, EfficientNet, or custom models. Agile sprints with 1-week cycles managed through SFD Studio's real-time dashboards. Transfer learning from pre-trained models accelerates delivery.
Edge Optimization
Model quantization, pruning, and conversion to ONNX/TensorRT for deployment on edge devices including NVIDIA Jetson, Intel NCS, and mobile processors. Achieving real-time inference under 50ms latency.
Edge Optimization
Model quantization, pruning, and conversion to ONNX/TensorRT for deployment on edge devices including NVIDIA Jetson, Intel NCS, and mobile processors. Achieving real-time inference under 50ms latency.
Integration & Deployment
CI/CD pipeline setup, containerized deployment with Docker/Kubernetes, camera feed integration, and API endpoints for your existing systems. Full deployment checklist managed in SFD Studio with automated testing.
Integration & Deployment
CI/CD pipeline setup, containerized deployment with Docker/Kubernetes, camera feed integration, and API endpoints for your existing systems. Full deployment checklist managed in SFD Studio with automated testing.
Monitoring & Retraining
Continuous model performance monitoring with drift detection, automated retraining pipelines, and A/B testing for model updates. Real-time accuracy dashboards and alerts via SFD Studio's knowledge base.
Monitoring & Retraining
Continuous model performance monitoring with drift detection, automated retraining pipelines, and A/B testing for model updates. Real-time accuracy dashboards and alerts via SFD Studio's knowledge base.
Built with SFD Studio
Every project we deliver is managed through our proprietary AI-powered platform. From voice-to-task creation to automated QA and real-time collaboration, SFD Studio keeps your project on track and transparent.
Our Success Stories
Explore ServicesLoyZee - QR Loyalty App
Scan QR codes, collect points, redeem for discounts and gift cards - a loyalty platform that makes every Saudi purchase more rewarding.
Rental Force - Equipment Rental Marketplace
Rent Smart. Build Faster. A marketplace connecting Saudi contractors with 500+ verified equipment providers for instant, transparent, on-time rental. Launching soon.
Qaider - AI Review Management
AI-powered review management built for Saudi businesses. Dialect-aware responses, multi-location dashboards, and competitor intelligence. Launching soon.
Tallu - On-Demand Construction Supplies
Everything your construction site needs in 30 minutes: materials, equipment, transport, and roadside help. All in one app built for Saudi Arabia. Launching soon.
Flow - Rewards-Based Retail Engagement
Reward interactions, not only transactions — a GPS and QR loyalty app that turns physical retail visits into instant point rewards for 150K+ active users.
Zeed - Social Commerce Marketplace
Shop, Sell, and Connect. A social commerce platform giving Saudi entrepreneurs their first online store, powered by live selling that converts 30% better than static listings. Currently in closed beta.
Flow Rewards - Landing Page & Web Platform
A rewards app serving Saudi shoppers and merchants needed a landing page that felt as polished as the product itself - in both English and Arabic.
ConnectPro - Multi-Tenant SaaS Campaign Platform
A self-service multi-tenant campaign builder with per-database isolation, dual authentication, and credit-based billing.
Rental Force - Equipment Rental Landing Page
Saudi construction still runs on phone calls. This site had to make contractors trust a platform they had never heard of.
Tallu - On-Demand Delivery Landing Page
Site managers browse from dusty construction sites on mobile. Every pixel had to earn its place.
Qaider - AI Review Management Landing Page
Qaider uses AI to understand Saudi dialects. The landing page needed to communicate that sophistication before a single word was read.
Kardiax - Cloud Teleradiology Platform
A cloud-native teleradiology platform with DICOM PACS, dual medical viewers, and PDPL-compliant hospital workflows for the Saudi healthcare market.
ECS KSA - Electrical Contracting Services Website
An electrical contracting company with decades of work but no digital presence. The site had to show the scale of what they actually do.
Kings College Hospital - Healthcare Digital Transformation
British Excellence. Saudi Care. A complete digital ecosystem transforming patient experience across 5 integrated platforms for one of Jeddah's premier private hospitals.
Why Choose SPEEDFORCE DIGITAL?
A Saudi-based technology partner delivering computer vision solutions aligned with Vision 2030.
Based in Saudi Arabia
Local presence in Jeddah with deep understanding of the Saudi market, regulations, and user expectations.
Arabic & English Native
Full bilingual support from day one. RTL-first design, Arabic UX patterns, and culturally relevant interfaces.
AI-Powered Delivery
Every project managed through SFD Studio with AI sprint planning, automated QA, and real-time dashboards.
1-Week Sprint Cycles
Faster iteration with weekly deliverables. See progress every 5 working days, not months.
Vision 2030 Aligned
Solutions built for Saudi Arabia's digital transformation goals including SDAIA compliance, NCA standards, and local payment integration.
50+ Specialized Experts
Access our pool of mobile, web, and AI engineers ready to scale your development team on demand.
Testimonials
Don't trust us. Trust them.
"The team expertise has been transformative."
Simple, Transparent Pricing
Start with zero upfront cost. We build your first sprint free. Pay only if you're satisfied with the results.
From sprint two onwards. Commit weekly with unlimited iterations.
- 1 dedicated developer per sprint
- 5 working days (Sunday to Thursday)
- Unlimited iterations within sprint
- Daily standups & progress updates
- Full SFD Studio access & AI tools
- Code repository & CI/CD setup
- Sprint demo & review at end of week
- No lock-in, cancel anytime
Each sprint = 5 working days (Sunday to Thursday). Unlimited iterations within each sprint. Scale your team anytime.
Ready to Implement Computer Vision?
From object detection to quality inspection, we deliver production-grade CV systems for Saudi businesses.
Our Technology Stack
Hire from our pool of 350+ specialized experts across the top technologies.
Backend
Database
Cloud & Infrastructure
Tools & Platforms
Create a software development team with us.
Schedule a meetingComputer Vision FAQs
Everything you need to know about computer vision development and deployment in Saudi Arabia.
Accuracy depends on the use case, data quality, and model architecture. For well-defined tasks like defect detection or object counting, we typically achieve 95-99% accuracy. Complex tasks like scene understanding may range from 85-95%. We always establish baseline metrics during the assessment phase and set measurable accuracy targets before training begins.
Yes. Modern architectures like YOLOv8 and EfficientDet process video at 30-60 FPS on GPU hardware and 15-30 FPS on edge devices like NVIDIA Jetson. We optimize models through quantization, pruning, and TensorRT conversion to achieve sub-50ms inference latency, suitable for live surveillance, production line monitoring, and traffic analysis.
Edge deployment runs CV models directly on local hardware (cameras, NVIDIA Jetson, industrial PCs) rather than sending data to the cloud. Use edge deployment when you need real-time responses under 50ms, have bandwidth constraints, process sensitive data that cannot leave the premises, or operate in locations with unreliable internet. It is ideal for factory floors, retail stores, and security systems in Saudi Arabia.
Yes. We build custom Arabic OCR pipelines that handle printed and handwritten Arabic text, including mixed Arabic-English documents. Our models support right-to-left text flow, Arabic ligatures, diacritics, and common Saudi document formats including national IDs, Iqamas, commercial registrations, ZATCA invoices, and government correspondence.
We follow a privacy-by-design approach. All data can be processed on-premises or in Saudi-hosted cloud regions (AWS Bahrain, Azure UAE). We implement face anonymization, data encryption at rest and in transit, role-based access controls, and automated data retention policies. Our solutions comply with SDAIA data protection regulations and NCA cybersecurity standards.
Hardware requirements vary by use case. For cloud-based processing, you need standard cameras and a reliable internet connection. For edge deployment, we recommend NVIDIA Jetson devices (Nano for simple tasks, AGX Orin for complex multi-stream processing). Industrial cameras with GigE or USB3 interfaces work best for quality inspection. We provide a full hardware specification during the assessment phase.
Contact Us
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- We can sign NDA for complete secrecy
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- Discuss your project details
- Submit a comprehensive project proposal with estimates, timelines, team composition, etc
Nouman Niazi
Our Chief Strategist
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