Custom Computer Vision Solutions for Enterprise Operations
SwiftVision AI is a computer vision development company. We build custom detection, tracking and video analytics software for retail, healthcare, sports, industrial and security teams, on cloud or edge.
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Computer Vision Deployments
Sports Covered
Real-Time Monitoring
Deployment
Video Analytics
Detection & Tracking Models
Enterprise Computer Vision Solutions Five Verticals. One AI Platform.
Sports Intelligence Platform
Player and ball tracking, match analytics, and automated clipping across any sport using standard cameras.
- Player tracking across any sport
- Ball tracking & action analytics
- Match summarization
- Heatmaps & positioning overlays
Clinical & Healthcare AI
Patient monitoring, fall detection, hand hygiene compliance, and workflow intelligence for hospitals and clinics.
- Patient fall detection
- Hand hygiene compliance
- Staff workflow analytics
- Occupancy & wait-time tracking
Industrial Safety Platform
PPE compliance, restricted zone monitoring, and hazard detection for manufacturing and warehouse environments.
- PPE detection & compliance
- Restricted zone alerts
- Slip & fall detection
- Real-time safety dashboards
Sports & Fitness AI Platform
Pose estimation, automated rep counting, joint angle analysis, and injury prevention for athletes and clinics.
- Automated rep counting
- Posture correction & joint angles
- Injury prevention alerts
- Per-athlete dashboards
Retail Analytics Platform
Heatmaps, queue analytics, footfall, and staff intelligence across single and multi-store operations.
- Heatmaps
- Queue analytics
- Customer tracking
- Footfall analytics
Vehicle theft detection for fleets, in real time.
SwiftVision AI watches your vehicles through the cameras you already have and alerts you, with video evidence, the moment something looks wrong.
24/7 vehicle monitoring
Connect your existing cameras and track every vehicle around the clock. The AI learns what normal looks like and flags anything unusual.
Theft pattern detection
Detects loitering near vehicles, forced entry, unauthorized access and towing without permission, with video evidence on every alert.
Instant alerts and recovery
Get a notification on your phone or in the control room the moment a threat is detected, and share the footage with authorities.
AI Wound Assessment Measure and classify wounds
Computer vision that finds a wound in an image, estimates its size and depth, and sorts it by severity. Slide below to try the demo.
Minor skin abrasion affecting only the epidermis layer with minimal bleeding and tissue damage.
Interactive demo using sample images. Values shown are illustrative and are not a medical diagnosis.
Cloud and Edge AI Infrastructure
Edge inference on NVIDIA Jetson with TensorRT, orchestrated with Kubernetes on AWS and Azure, so computer vision runs in real time at scale.
Computer Vision Process Discover. Build. Scale.
Every SwiftVision AI project runs in three phases: discover, build and scale. You get a clear roadmap within 2 weeks, regular demos while we build, and monthly reviews after launch.
Discover
We align with your stakeholders and run a technical discovery to find where computer vision will pay off. Within 2 weeks you get a roadmap, a solution blueprint and an action plan.
Build
We build in short agile cycles with a demo every two weeks, so you see progress early. You receive a production-ready solution, fully tested and documented.
Scale
After launch you get a dedicated account manager, performance monitoring and ongoing improvements, with a strategic review every month.
Computer Vision Case Studies Real-world AI deployments
See how SwiftVision AI computer vision is used across sports analytics, fitness tracking and security surveillance.
Trusted by enterprise operators. Real voices. Real results.
"We replaced weeks of manual session review with per-athlete reports delivered minutes after every training."
"Objective movement data has changed how our therapists assess and progress every patient."
"SwiftVision moved us from reactive monitoring to a true SOC-grade operation across 47 sites."
Our Blogs
Near Miss Detection Using AI: How Computer Vision Prevents Workplace Accidents
How AI-Powered EHS Is Transforming Modern Industrial Workplaces
Industrial Automation in Pakistan 2026: Benefits, Challenges, and Vision AI Solutions
Computer vision demos
for every industry.
Watch short demos of SwiftVision AI at work across sports, fitness, retail, security, healthcare and industrial inspection. Click any card to play.
Real-Time Rep & Form Tracker
AI counts reps, checks form and helps cut injury risk, with coaching that scales across your gym.
- Real-time corrective feedback reduces injury risk.
- Scales for gyms, physio clinics, and remote coaching.
Volleyball Rally & Rotation Tracking
AI reads team rotations and rally flow, giving coaches a clear tactical picture.
- Reveals tactical patterns and defensive gaps.
- Optimizes player positioning and game planning.
Tennis Stroke & Rally Analysis
AI classifies every stroke and rally, turning footage into real-time performance stats.
- Identifies player strengths and shot tendencies.
- Delivers live stats to coaches and broadcasters.
Retail Footfall & Zone Analytics
AI heatmaps show how shoppers move, helping you optimize layout and lift conversions.
- Optimizes store layout and product placement.
- Gives actionable data to improve conversion.
Custom Zone Threat Detection
AI watches your perimeter 24/7, flagging real threats and reducing false alarms.
- Instantly flags unauthorized access or loitering.
- Reduces false alarms and speeds response times.
Carton Box Print & Barcode Verification
AI verifies print and barcodes on every carton, catching defects before they ship.
- Catches print defects before shipping.
- Helps keep print quality consistent.
GymGenz Workout Companion
A virtual AI coach that adapts to your fitness level with real-time voice and visual cues.
- Tracks form and counts reps accurately.
- Provides audio-visual coaching cues.
Automated Match Highlight Reel
AI extracts goals and key plays, turning hours of footage into shareable highlight clips.
- Saves hours of manual editing time.
- Generates shareable content in minutes.
Football Player & Ball Tracking
Multi-object tracking captures player movement and ball trajectory for tactical analysis.
- Delivers speed and pass accuracy metrics.
- Useful for coaching and scouting.
Volleyball Rotation & Court Coverage
AI tracks rotations and court coverage, revealing tactical gaps for stronger strategy.
- Analyzes team formations in real-time.
- Optimizes defensive strategies.
Basketball Shot Form Trainer
AI analyzes shooting biomechanics and gives instant tips to improve accuracy and consistency.
- Tracks elbow angle and release point.
- Improves accuracy and consistency.
Brain Tumor MRI Segmentation
AI segments brain tumors from MRI scans in seconds to support radiologist review.
- Supports radiologists during review.
- Reduces manual review time.
Table Tennis Auto-Scoring Referee
AI tracks ball trajectory to auto-score matches and faults, keeping scoring fair and fast.
- Enables fully automated tournament management.
- Reduces human referee errors.
Dart Throw Scoring System
Instant impact detection calculates scores live, replacing manual scorekeeping.
- Eliminates manual scorekeeping.
- Supports multiple game modes.
Live Target Hit Detection
Real-time hit location detection for shooting ranges, with instant visual feedback.
- Provides immediate visual feedback.
- Ideal for performance tracking.
Staff & Customer Activity Monitoring
AI monitors interactions to improve service and staffing efficiency during peak hours.
- Analyzes peak-hour staffing needs.
- Enhances overall store operations.
Crowd Density & Movement Tracking
AI analyzes density and flow to proactively manage congestion in public spaces.
- Enables safety compliance planning.
- Optimizes event operations.
Privacy-Safe People Counting
Anonymous edge-AI counting delivers accurate occupancy data with no stored footage.
- Built for privacy-first deployments.
- Tracks occupancy in real-time.
Automated Visitor Check-In
Facial recognition streamlines check-in, making entry smooth, secure, and fully touchless.
- Reduces wait times significantly.
- Improves access control security.
PCB Defect Detection
High-speed inspection catches microscopic PCB defects before assembly moves forward.
- Supports zero-defect production goals.
- Detects scratches and missing parts.
Conveyor Line Quality Inspection
AI catches dimensional errors on the belt in real time, cutting manual inspection costs.
- Identifies dimensional errors instantly.
- Cuts manual inspection costs.
Oranges Counting on Conveyor
Automated fruit counting delivers real-time inventory and yield data for packing lines.
- Monitors yield on processing lines.
- Optimizes packaging efficiency.
Biscuit Line Alignment Detection
Checks biscuit alignment and spacing to keep packaging consistent and cut production waste.
- Minimizes production waste.
- Maintains brand consistency.
Rice Grain Quality Inspection
AI classifies rice by size, color, and grade for consistent, objective quality checks.
- Automates grading consistently.
- Identifies impurities instantly.
Deploy Computer Vision Built
for Real-World Operations
Tell our team what you want to detect, track or measure, and we will scope a solution and walk you through a demo.
Our Powerhouse of
Digital Innovation
Driving performance through a world-class technology stack.
From generative AI and LLM orchestration to fine-tuned models, MLOps and scalable GPU infrastructure — we build production-grade AI systems across the entire lifecycle, optimized for quality, speed and cost.
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Generative AI: text-to-image & video pipelines (ComfyUI, SDXL, Stable Diffusion) with quality control.
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LLM & RAG systems: GPT-4, Claude & Llama with LangChain and vector databases.
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MLOps & deployment: CI/CD for ML, containerized inference & GPU cost optimization.
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AI agents & automation: autonomous multi-step agents with CrewAI, AutoGen & n8n.