// CAPABILITIES

From perception to production.

Six engineering capability groups — vision, edge, simulation, hardware, agentic AI and software — combined into one deployable system.

6 CAPABILITY GROUPS
01 // GROUP

Vision AI & Physical AI

Perception systems for factories, cities, retail and the field.

Detection, tracking, segmentation and 3D perception — trained on real and synthetic data, tuned to the domain, and shipped as running systems. This is the perception layer behind every Lynkeus product, from factory-floor inspection to cashier-less retail.

Computer VisionVision AI PlatformsMultimodal Vision ModelsVideo AnalyticsImage / Video Enhancement3D Computer VisionLiDAR / Point-Cloud AIDetection · Tracking · SegmentationAutomated Manufacturing InspectionSmart Retail / Cashier-less SystemsRMG & Fabric InspectionPrecision AgricultureSynthetic DataVisual AI Agents
Teach machines to see.ENGINEERING FILM
PyTorchOpenCVYOLO
02 // GROUP

AI Optimization & Edge Intelligence

Models compressed, accelerated and deployed where the data lives.

A model only matters if it runs where the data lives. We quantize, prune and compile networks for Jetson-class edge devices and GPU infrastructure — meeting hard real-time budgets without giving up accuracy.

Model OptimizationQuantization / PruningInference AccelerationAlgorithm OptimizationGPU OptimizationServer & AI Infrastructure OptimizationEdge AIAIoTReal-Time Inference
Inference, accelerated.ENGINEERING FILM
ONNXTensorRTJetson
03 // GROUP

Simulation, Digital Twins & 3D Engineering

Physics-ready 3D assets and synthetic environments for training and testing.

Physics-ready aircraft, ships, vehicles and industrial facilities, built for simulators and synthetic data pipelines. Digital twins let your team train and validate perception systems long before a single sensor is installed.

3D Aircraft ModelingDefense & Commercial AircraftShips & Maritime EnvironmentsVehiclesBuildings / Industrial FacilitiesSimulator AssetsTraining ScenariosAirport ScenariosMaritime ScenariosDigital TwinsPhysics-Ready ModelsSensor SimulationSynthetic Environments
Engineering concept: Reality begins in simulation.
Reality begins in simulation.ENGINEERING VISUALIZATION
OpenUSDUnreal EngineBlender
04 // GROUP

Embedded, IoT & Intelligent Hardware

From sensor firmware to production-grade edge devices.

Sensor firmware, complex PCB design and camera integration, carried from prototype to production. We build the edge devices our AI runs on — so hardware constraints shape the model, not the other way around.

Sensor ProgrammingEmbedded SystemsFirmwareComplex PCB DesignIoT DevicesAIoT DevicesCamera / Sensor IntegrationEdge Computing HardwareIndustrial Monitoring SystemsPrototype-to-Production Engineering
From circuit to system.ENGINEERING FILM
FirmwareSensor integrationPCB design
05 // GROUP

Agentic AI & Enterprise Intelligence

AI systems that don't just answer — they execute.

AI systems that don't just answer — they execute.

Voice agents, RAG knowledge systems and workflow automation wired directly into CRM, ERP and HRM. Agents that retrieve, decide, act — then verify the result and log it.

Agentic AI PlatformsAI Voice AgentsAI-Enabled CRMIntelligent ERPHRMWorkflow AutomationKnowledge / RAG SystemsMultimodal AI AssistantsAI Customer ServiceAutonomous Business Processes
Engineering concept: Make work flow intelligently.
Make work flow intelligently.ENGINEERING VISUALIZATION
RAGVoice AIEnterprise agents
06 // GROUP

Custom Software Engineering

Software, AI and hardware — engineered as one deployable system.

Enterprise platforms, SaaS, real-time systems and the cloud architecture beneath them — built by the same team that designs the models and the hardware. One codebase of accountability: software, AI and hardware delivered as a single deployable system.

Enterprise PlatformsSaaSWeb ApplicationsMobile ApplicationsAPIsCloud ArchitectureReal-Time SystemsData PlatformsSystem Integration
Engineering concept: Built to connect. Built to scale.
Built to connect. Built to scale.ENGINEERING VISUALIZATION
Cloud platformsAPIsEnterprise software

// INDUSTRIES SERVED

ManufacturingAutomotiveAerospace & DefenseMaritimeSmart InfrastructureRetailLogisticsAgricultureTextile & ApparelHospitalityEnterprise Operations
ManufacturingAutomotiveAerospace & DefenseMaritimeSmart InfrastructureRetailLogisticsAgricultureTextile & ApparelHospitalityEnterprise Operations
ManufacturingAutomotiveAerospace & DefenseMaritimeSmart InfrastructureRetailLogisticsAgricultureTextile & ApparelHospitalityEnterprise Operations
ManufacturingAutomotiveAerospace & DefenseMaritimeSmart InfrastructureRetailLogisticsAgricultureTextile & ApparelHospitalityEnterprise Operations

// HAVE A DIFFICULT ENGINEERING PROBLEM?

Let's build what
doesn't exist yet.

Software, AI and hardware — engineered as one deployable system.