Frequently asked questions about motion AI at SynthMotion.

No. Deployment outcomes depend on environment complexity, sensor calibration and governance maturity. Human judgment remains essential. We do not promise flawless autonomy or perfect digital human rendering for every deployment scenario.

We integrate with collaborative robot arms, autonomous mobile robots, industrial PLC systems and custom embedded platforms. Our robotics AI integration lab supports ROS, ROS2 and proprietary middleware depending on your stack. During the vision discovery workshop, we map your existing robotics infrastructure and recommend compatible perception architectures. Integration complexity varies — sandbox provisioning helps validate compatibility before production commitment.

We align all computer vision deployments with Singapore's Personal Data Protection Act 2012. Our responsible vision AI design programme and governance framework design service include consent workflows, data minimisation practices, retention schedules and audit documentation. Contact forms on this site require explicit PDPA consent. For vision systems processing identifiable individuals, we recommend governance framework design before production deployment.

Programmes range from S$2,480 per participant for SMX-101 Computer Vision Foundations to S$8,900 for SMX-601 Enterprise Motion Certification. Corporate cohort pricing and team packages are available for SMX-401 Digital Human Pipeline Sprint and SMX-601. Service engagements are quoted separately based on scope — vision discovery workshops start from S$3,200, while production deployment cutover pricing depends on system complexity. Contact us for a tailored quotation.

Motion perception sprints typically run four to six weeks from kickoff to prototype delivery. Robotics sandbox provisioning may extend to eight weeks including environment setup and handover. Full production deployment cutover timelines depend on integration scope — manufacturing lines often require six to twelve weeks including governance approval cycles. We provide detailed timelines during the vision discovery workshop based on your specific use case and organisational readiness.

Yes. We design and deploy perception APIs — REST and gRPC endpoints — for teams embedding computer vision into existing products. APIs include authentication, rate limiting, model versioning and monitoring hooks. Our motion perception sprint can deliver a production-ready API layer alongside trained models. Vision API design considers latency requirements, edge versus cloud inference and responsible AI logging for audit purposes.

SynthMotion hosts infrastructure on Singapore and Asia-Pacific data centres. Data residency requirements are discussed during engagement scoping — we support on-premise edge deployment for sensitive manufacturing environments. Training data, model artefacts and monitoring logs can be configured to remain within Singapore jurisdiction. Our privacy policy details data handling practices and your rights under the PDPA.

Our Mapletree Business City studio operates Monday to Friday, 09:00–18:00 Singapore time. Email enquiries to [email protected] receive responses within two business days. Active service engagements include agreed support windows — production deployment cutover packages include hypercare support during go-live. Company success reviews are scheduled quarterly or bi-annually depending on your partnership tier.

SMX-101 requires basic programming experience in Python. SMX-201 Robotics AI Integration Lab recommends completion of SMX-101 or equivalent computer vision background. SMX-301 Autonomous Systems Track requires familiarity with robotics middleware. SMX-401 Digital Human Pipeline Sprint suits product and engineering teams with 3D pipeline experience. SMX-501 and SMX-601 are open to technical leads and managers accountable for deployment governance. We assess readiness during enrolment consultations.