Systems That See, Think, and Act
AI · Hardware · Operations — engineered as one
We build intelligent infrastructure for ports, factories, and facilities that run 24/7. From sensor to dashboard — one team, one system, full ownership.
Discuss Your ProjectHapp Labs is a systems engineering company specializing in industrial AI and automation. We design, build, and deploy complete solutions — from camera networks and edge computing to real-time dashboards and ERP integration. Our systems run in production at ports, manufacturing plants, and commercial facilities across Ukraine and Europe.
A systems engineering company
We design and deploy complete systems from scratch: camera networks, edge AI, neural networks, APIs, real-time dashboards, and integration with your ERP — delivered as a single, cohesive project.
Every engagement starts with an on-site assessment. We study your facility, map your processes, and architect the system around real conditions — not theoretical diagrams.
Our team owns the entire stack: from selecting and mounting cameras to training computer vision models, building backend pipelines, and delivering a polished control interface.
We stay with you after launch. Every system includes monitoring, alerting, and dedicated support — because a system that fails on day 30 was never truly complete.
What sets us apart
We operate in physical reality
Most AI companies live in the cloud. We install cameras, configure edge devices, and run cable. We know what happens when it rains, when lighting shifts, when a forklift blocks the view.
You own everything
No vendor lock-in. No recurring per-camera fees. You receive the source code, trained models, and infrastructure. Everything runs on your servers or your cloud — permanently.
Deep integration with your operations
Our systems don't exist in isolation. We integrate with your WMS, ERP, 1C, or any other platform you rely on. Data flows where it needs to — automatically, in real time.
What we deliver
Automated Visual Intelligence
Object detection, counting, tracking, license plate recognition. From camera selection and installation to production-grade models running 24/7 on-site.
AI & Machine Learning
Custom models for classification, anomaly detection, forecasting, and NLP. Trained on your data, deployed on your infrastructure, owned by you.
Hardware & Edge Computing
Edge AI, sensor networks, industrial controllers. We handle the full stack — from physical installation to data pipeline and remote management.
High-Load Platforms & APIs
Backend systems engineered for millions of events per day. Real-time processing, WebSocket streams, queue-based architectures with 99.9% uptime.
Enterprise System Integration
Bidirectional sync with your existing business systems — ERP, WMS, 1C, SAP. We write the connectors, handle the edge cases, and maintain the data flow.
Operational Automation
Telegram bots, automated reporting, alert escalation chains, scheduled jobs. The operational layer that makes the system useful every day.
Delivered systems
Port Cargo Control
A maritime logistics operator needed automated container tracking with zero manual data entry.
License plate recognition (99.1% accuracy), 3D cargo volume estimation, real-time dashboards synced with customs database. 24 cameras, 4 edge nodes.
Cameras operate 24/7 outdoors in rain, fog, and direct sunlight. Models retrained weekly to handle new plate formats.
Smart Parking System
A 2,000-space shopping mall needed real-time occupancy tracking and automatic barrier control.
Camera-based vehicle detection at 12 entry/exit points, live occupancy dashboard, mobile app for drivers. System paid for itself in 8 months.
Underground facility with poor lighting and tight angles. Custom model trained on 12,000+ local vehicle images.
Facility Access Control
A manufacturing plant with 800 workers needed badge-free movement tracking across 5 security zones.
Face recognition with edge processing, real-time zone tracking, attendance reports synced to 1C payroll. 96% accuracy with partial occlusion.
Workers wear helmets and masks. Model fine-tuned for partial face recognition, deployed on 16 edge nodes with sub-500ms processing.
Fitness Analytics Platform
A gym chain needed automated class attendance, equipment usage tracking, and member analytics.
Camera-based people counting, equipment zone heatmaps, Telegram notifications for trainers, admin dashboard.
High foot traffic, overlapping zones, and variable lighting. Deployed on edge devices to eliminate cloud latency.
E-commerce Catalog AI
A marketplace with 100,000+ products needed automated categorization and description generation.
Vision-based product recognition, auto-tagging, GPT-powered description writing, bulk processing API.
Products photographed in inconsistent conditions. Multi-stage pipeline with fallback to manual review.
From assessment to production in 4 weeks
On-Site Assessment
We visit your facility, study the processes, map camera positions, and assess the infrastructure. You receive a technical proposal with fixed scope and investment.
Architecture & Setup
We design the system architecture, procure hardware, configure the development environment, and begin model training on your data.
Build & Integrate
Backend, frontend, edge processing, integrations — built in parallel. Daily demos so you see progress in real time.
Deploy & Handover
On-site installation, system integration, team training, and full project handover. Monitoring and dedicated support included for 3 months.
The engineering team
10 years in software engineering. Has been architecting complex automation and integration systems since 2018 — years before AI became mainstream. Leads technical architecture and client-facing engineering decisions across all projects.
7+ years in business analytics and automation, 10+ years in enterprise sales. A technical leader with a product mindset — has delivered dozens of projects from drone systems to agro and industrial IoT solutions.
10 years in systems development with deep expertise in C++ and Python. Heads the engineering team and owns system architecture across every active project. Specializes in the hard problems others avoid.
Product and UI/UX designer with experience across AI products, enterprise dashboards, and complex digital interfaces. Shapes end-to-end product experience — from data visualization to the visual logic of industrial systems.
Marketing strategist with 10+ years of experience scaling technology companies across the US, Europe, and CIS. Specializes in AI, enterprise technology, and high-value service positioning.
20+ specialists across computer vision, data science, DevOps, mobile development, VoIP, and physical engineering.
Fixed-price engagements — scoped before we start
Pilot / $10,000
- 1 use case (plates / counting / zones)
- Up to 8 cameras
- Telegram notifications
- Analytics dashboard
- 3 months support
Validating the technology on a single use case before scaling
Production / $18,000-30,000
- 2-3 use cases
- Up to 20 cameras
- ERP / WMS / 1C integration
- Models trained on your data
- 6 months support
Mid-size warehouse, manufacturing plant, network up to 10 locations
Enterprise / from $40,000
- Unlimited cameras
- All integrations
- Custom development
- SLA 99.5%, 24/7
- 12 months dedicated support
Large-scale manufacturing, port terminals, multi-location networks
- Investment is fixed before we begin — no additional charges during the project
- We work with your existing cameras — we don't sell equipment
- The system is yours permanently — not a cloud subscription
Let's scope your next system
Tell us about your facility and what you want to automate. We'll respond within 24 hours with an initial technical assessment.
Or fill out the form — we respond within one business day.