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Case studies

From product requirements to engineering delivery

Sinovanta case studies present the project context, service scope, implementation process, deliverables, acceptance records, and responsibility boundaries needed to evaluate a development engagement.

Warehouse unloading zone with a truck, workers, marked operating area, and fixed cameras

Original scenario visualization prepared for solution communication; not footage from a customer site.

Warehouse and unloading-zone safety

Designated unloading-zone safety monitoring: vehicle placement, authorized pickup, and carried-goods exit alerts

Sinovanta converted a broad video-monitoring request into three testable event rules: unloading outside the designated area, pickup by an unauthorized or unconfirmed person, and a person carrying goods across the exit boundary.

Edge AIVideo AnalyticsAccess ControlEvent Evidence
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Synthetic port-yard scene with a reach stacker, containers, and gantry cranes

Synthetic visualization created for scenario review; not customer-site evidence.

Port operations and computer vision

Port and gantry vision data simulation: image augmentation, synthetic scenes, and dataset quality control

Sinovanta turned an unannotated port and gantry image archive into a reviewable simulation package with reproducible transformations, generated scene samples, metadata, quality gates, and client documentation.

Synthetic DataComputer VisionPort OperationsDataset QA
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Windows control workstation connected to semiconductor research equipment and an industrial camera

Technical visualization of the software-and-instrument architecture; not customer-site evidence.

Industrial control and data acquisition

Semiconductor research instrument control and data-acquisition software: reliability engineering for a Windows upper-computer system

Sinovanta audited and upgraded a Windows control application for a semiconductor research instrument, addressing serial-data continuity, camera-pipeline recovery, bidirectional parameter synchronization, verified writes, and repeatable installation.

Qt/C++Modbus RTUIndustrial CameraSQLite
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Industrial camera and edge computer monitoring smoke from an exhaust stack

Technical visualization of the deployed system architecture; not customer-site evidence.

Edge AI and industrial monitoring

Industrial black-smoke detection and alarm system: from video analytics to RK3588 edge deployment

Sinovanta developed and deployed a two-stage vision system that detects smoke, classifies black or white smoke, and controls an on-device alarm output on an RK3588 industrial computer.

Computer VisionEdge AIRK3588GPIO
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Engineering team reviewing an integrated product prototype

Engineering development environment shown to illustrate the relevant work stages.

Product development case

Integrated smart-device development: from requirements to engineering prototype

For smart-device projects moving from an initial concept to an engineering prototype, Sinovanta coordinates requirements, system architecture, software, electronics, firmware, integration testing, and technical handover.

SoftwareHardwareFirmwarePrototype
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Case confidentiality

To protect confidential project information, this case presents an anonymized project context, delivery method, and handover structure. Customer identity and commercial data are not disclosed. The agreed project documents define the binding scope and acceptance criteria.

Core case-study areas

Sinovanta case studies cover three areas of work: product development, technical sourcing, and quality and delivery management.

Product development

Software, electronics, firmware, mechanical coordination, prototypes, and technical handover.

Technical sourcing

Requirement breakdown, supplier screening, capability comparison, and factory verification.

Quality and delivery

Inspection criteria, issue closure, production milestones, release records, and shipment coordination.

Case-study structure

  1. A defined brief and input boundary
  2. Sinovanta scope and responsibilities
  3. Work stages and controlled deliverables
  4. Acceptance evidence and known limits

Submit a product-development brief

Provide the target users, core functions, available technical files, target market, expected schedule, budget range, and required handover responsibilities.

Submit your requirements →