Six service lines supporting robotics AI, computer vision and digital human programmes for Singapore innovation teams.
A facilitated one- to two-day session at Alice@Mediapolis mapping use cases, sensor constraints, success metrics and governance triggers. We produce a written brief with recommended perception channels, sandbox requirements and realistic milestone dates. Ideal before any MMC enrolment or production sprint.
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We provision isolated robotics and vision environments — ROS 2 workspaces, camera rigs, simulated factory layouts and access controls. Sandboxes mirror your target integration patterns so engineers experiment without risking production lines. Documentation includes reset procedures and cost estimates for cloud or on-prem extension.
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Four- to six-week engineering sprint delivering a working perception pipeline with weekly reviews. Scope typically covers model selection, calibration, benchmark reports and human-in-the-loop validation. Sprints conclude with a go/no-go recommendation for production cutover.
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Managed cutover with runbooks, rollback plans, monitoring hooks and operator training. We coordinate maintenance windows, factory acceptance testing and post-cutover hypercare. Governance packs accompany technical delivery for procurement and compliance reviewers.
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Workshops and documentation aligning vision and robotics deployments to PDPA 2012, internal risk policies and vendor due diligence. Deliverables include retention schedules, incident response playbooks, model lineage templates and oversight triggers for biometric or safety-critical processing.
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Quarterly structured review of deployment KPIs, model drift, incident logs and roadmap priorities. Success reviews connect engineering metrics to business outcomes and identify retraining, hardware refresh or programme upskilling needs across your innovation squad.
Request scopeMany clients combine MMC programme graduates with ongoing services — sandbox provisioning for new product lines, perception sprints for seasonal SKU changes, and quarterly success reviews for enterprise scale. We quote each service after discovery; fixed-fee and retainer models are available for teams with predictable roadmap volume.
All services are delivered by MindMotion Co engineers, not subcontracted marketing or generic IT staff. Support hours are Monday to Friday, 09:00–18:00 SGT unless otherwise agreed in writing.
Fixed-fee discovery and sprint packages suit teams with defined acceptance criteria. Retainer models suit organisations running multiple perception pipelines across sites — quarterly success reviews become standing agenda items with shared KPI dashboards. We document assumptions, exclusions and hardware responsibilities before any purchase order so procurement teams in Singapore and the region can review scope without ambiguity.
Every service output includes governance artefacts where personal or biometric data may be processed: purpose statements, retention guidance and incident escalation paths aligned to PDPA 2012. We do not guarantee specific accuracy rates, autonomy levels or regulatory approvals — outcomes depend on your environment, sensor investment and operational discipline.
Most engagements begin here — a clear brief before sandbox spend or sprint commitment.
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