About Us
Who We Are
Amber Ace AI Pte Ltd is a Singapore‑based sports technology startup founded in 2025. We specialize in AI‑powered sports training equipment and smart‑court systems designed to enhance the way players train and how coaches teach.
Our Mission
To bring intelligent automation, real‑time insights, and modern training technology to Southeast Asia and the global sports market.
The Problem
Traditional sports training faces several limitations:
Time wasted on ball collection and repetitive feeding
No objective, real‑time data to understand improvement
Coaches overloaded with routine work rather than meaningful teaching
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Facilities lacking digital infrastructure and modernization
Fragmented training experience with inconsistent quality
These challenges slow development for players, limit coaching efficiency, and hold back the modernization of sports venues.
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The Solution
Amber Ace AI combines automation, AI, and sports‑specific design to optimize every aspect of training:
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Intelligent ball machines with precision feeding
Autonomous ball collectors that reduce manual workload
Real-time performance metrics powered by the Hawk-Eye vision tracking system
Modular smart‑court upgrades for any facility
Our Technology
Our platform integrates modern AI technologies inspired by industry‑leading systems like those used in professional sports (e.g., Hawk‑Eye‑style tracking), adapted and engineered specifically for training environments
AI Vision Tracking (Hawk‑Eye System)
Our equipment includes a multi‑camera optical tracking system that:
• Detects ball trajectory
• Measures speed, spin, placement, and consistency
• Tracks player movement and technique
• Provides objective, instant feedback
This brings professional‑level analysis to everyday training.
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Autonomous Robotics
Our smart ball machines and collector bots use:
• SLAM navigation
• Obstacle‑avoidance sensors
• Real‑time path optimization
• Adaptive behavior based on court conditions
Cloud & Mobile Intelligence
A connected app manages drills, captures performance history, and enables coaches, players, and venues to access insights in one simple platform.
Our AI Sports Equipment Experience Center
Our AI Sports Equipment Testing Lab functions as the core of our R&D and validation process. It supports:
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Hands‑on testing of new hardware
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Live demonstrations for partners
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Early pilot deployments
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AI model training and data collection
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Smart‑court integration trials across multiple surfaces
Our lab includes three types of tennis courts, allowing us to develop and validate our systems across all major global court environments:
To ensures our equipment performs reliably and consistently—whether in community clubs, competitive academies, or international venues.
Grass Court
Clay Court
Hard Court
