AI-Powered Data Annotation and Curation Platform
Intelligent image and video annotation platform with AI pre-labeling, active learning, and dataset quality management for computer vision teams.
Our Products
Technology products for intelligent data workflows and performance-focused infrastructure.
Guanex builds technology products in two domains: AI-driven data preparation infrastructure for computer vision teams, and high-performance execution platforms for institutional trading operations. Both are engineered for organizations where performance, control, and operational reliability are non-negotiable.
Current Portfolio
Low-Latency Trading Infrastructure Platform
A modular, high-performance trading infrastructure platform targeting P95 latency under 1 microsecond for institutional trading operations.
Products Overview
Products built for organizations that require more than generic software.
We build for the cases where off-the-shelf software runs out of road: where latency is measured in microseconds, where data cannot leave the building, and where the system must behave correctly every single time.
AI-Powered Data Annotation and Curation Platform
Intelligent image and video annotation platform with AI pre-labeling, active learning, and dataset quality management for computer vision teams.
Building high-quality computer vision datasets is still one of the most expensive bottlenecks in AI development. This platform addresses it directly, combining AI-assisted pre-labeling, interactive annotation, active learning, and data curation into a single workflow built specifically for image and video data.
Rather than treating annotation as a purely manual task, the platform uses model predictions to generate initial labels, then applies uncertainty-based prioritization to direct annotator attention where it matters most. The result is faster labeling, stronger inter-annotator consistency, and measurable dataset quality improvements across classification, detection, segmentation, and multi-object tracking tasks.
The platform is built for on-premise and air-gapped deployment, critical for defense, manufacturing, and security environments where data cannot leave controlled infrastructure. Every component is designed with privacy, configurability, and long-term dataset management in mind.
Key Points
- AI-assisted pre-labeling for classification, detection, segmentation, and tracking
- Active learning with uncertainty and confidence-based sample prioritization
- Human-in-the-loop review and approval workflows
- Dataset quality analytics: class balance, duplicates, and coverage gaps
- On-premise and air-gapped deployment for sensitive environments
- Modular architecture with per-task annotation interface support
Low-Latency Trading Infrastructure Platform
A modular, high-performance trading infrastructure platform targeting P95 latency under 1 microsecond for institutional trading operations.
This platform provides the full infrastructure layer for professional trading operations: market data distribution, order routing, real-time pre-trade risk controls, C++ and Python client APIs, system control, monitoring, and emergency safety mechanisms, all within a single modular architecture.
Performance targets are precise: P95 end-to-end core system latency below 1 microsecond for traditional exchanges such as Borsa İstanbul, and below 10 microseconds for crypto venues. New exchange adapters integrate in approximately one week. System-wide emergency stop executes in under 1 second. Supported protocols include FIX, OUCH/ITCH, Drop Copy, and WebSocket/HTTPS+JSON.
The platform ships in tiered packages (Explore, Professional, and Ultra), licensed per exchange on an annual subscription basis for on-premise institutional deployment. Risk controls, kill-switches, and real-time alerts are first-class components, not optional add-ons.
Key Points
- P95 core latency < 1μs for traditional exchanges, < 10μs for crypto
- Market data distribution and fast order gateway infrastructure
- Real-time pre-trade risk controls at portfolio and order level
- C++ and Python client APIs for algorithmic strategy integration
- Emergency stop, kill-switch, and real-time alert system
- Tiered packaging: Explore / Professional / Ultra
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