SMX-101
Computer Vision Foundations
Build core competencies in spatial perception, image processing pipelines and sensor calibration. This foundational module covers convolutional architectures, object detection frameworks and real-time vision optimisation for manufacturing and logistics environments. Participants work with live camera feeds in our Pasir Panjang vision lab, learning to evaluate model accuracy against production-grade benchmarks. Ideal for engineers transitioning into computer vision roles or teams establishing a perception baseline before robotics integration.
From S$2,480 per participant
SMX-201
Robotics AI Integration Lab
Hands-on robotics sandbox sessions connecting perception models to collaborative robot arms, autonomous mobile platforms and industrial automation controllers. Learn middleware integration, safety zone configuration and motion state estimation for smart manufacturing deployments. The lab emphasises practical robotics AI workflows — from ROS bridge configuration to real-time inference on edge devices. Teams leave with documented integration patterns applicable to their production environment.
From S$4,200 per participant
SMX-301
Autonomous Systems Track
Advanced autonomous systems engineering covering LiDAR-camera fusion, SLAM optimisation and environment-aware navigation. This track addresses warehouse robotics, outdoor logistics vehicles and indoor AMR deployments common across Singapore's innovation corridor. Participants design perception stacks that handle dynamic obstacles, varying lighting and multi-sensor redundancy. Includes embodied AI research principles and validation methodologies for safety-critical autonomous systems.
From S$5,800 per participant
SMX-401
Digital Human Pipeline Sprint
Intensive sprint focused on generative AI for motion synthesis, facial expression pipelines and digital human animation workflows. Product teams learn motion capture refinement, gesture library construction and real-time rendering integration for customer-facing embodied experiences. The sprint combines creative direction with technical pipeline engineering — ensuring digital humans meet both aesthetic and performance requirements. Suitable for teams building virtual assistants, training simulations or interactive brand experiences.
From S$6,500 per team (up to 4)
SMX-501
Responsible Vision AI Design
Governance-first programme covering responsible AI principles, bias detection in vision models, PDPA-compliant data handling and audit documentation for Singapore enterprises. Learn to design consent workflows, establish model monitoring dashboards and create deployment checklists that satisfy internal risk committees and external regulators. This module is essential for organisations deploying computer vision in public-facing or employee-monitoring contexts where governance maturity directly impacts deployment approval.
From S$3,600 per participant
SMX-601
Enterprise Motion Certification
Capstone certification validating end-to-end motion intelligence competency across all five channels. Participants complete a governed deployment project — from perception prototype through robotics integration to production cutover documentation. Certification includes executive presentation skills, stakeholder communication and company success review preparation. Designed for technical leads and innovation managers accountable for autonomous systems outcomes within their organisation. Corporate cohort pricing available.
From S$8,900 per participant
